From 24b926d76315006b1dfcaaffdc1dfe3d00d4681d Mon Sep 17 00:00:00 2001 From: aRustyDev <36318507+aRustyDev@users.noreply.github.com> Date: Thu, 25 Dec 2025 23:35:27 -0500 Subject: [PATCH] feat(skills): add external skills manifest and analysis MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit ### Added - external.yaml: Comprehensive manifest of 400+ skills from 27 registries - Organized by category (anthropic-official, methodology, scientific, etc.) - Includes repo, path, URL, and tags for each skill - Tracks skill sources for import automation - analysis.md: Comparative analysis of external skills - Gap analysis identifying missing categories - Quality assessment of registries - Priority import recommendations (Tier 1, 2, 3) - Duplicate detection and merge recommendations - .anthropic-version: Version tracking for anthropics/skills sync 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 --- components/skills/.anthropic-version | 1 + components/skills/analysis.md | 585 +++++++ components/skills/external.yaml | 2182 ++++++++++++++++++++++++++ 3 files changed, 2768 insertions(+) create mode 100644 components/skills/.anthropic-version create mode 100644 components/skills/analysis.md create mode 100644 components/skills/external.yaml diff --git a/components/skills/.anthropic-version b/components/skills/.anthropic-version new file mode 100644 index 0000000..fdd033a --- /dev/null +++ b/components/skills/.anthropic-version @@ -0,0 +1 @@ +69c0b1a diff --git a/components/skills/analysis.md b/components/skills/analysis.md new file mode 100644 index 0000000..acf89d9 --- /dev/null +++ b/components/skills/analysis.md @@ -0,0 +1,585 @@ +# External Skills Analysis + +**Generated:** 2025-12-25 +**Source:** `external.yaml` manifest +**Total Skills Cataloged:** ~200 +**Registries Identified:** 27 + +--- + +## Executive Summary + +This analysis examines skills across 27 skill registries, categorized into 30+ functional areas. The ecosystem shows strong coverage in: +- **Enterprise development patterns** (wshobson/agents) +- **Scientific computing** (K-Dense-AI + davila7) +- **Methodology/debugging** (obra/superpowers) + +Notable gaps exist in: +- Mobile development +- Game development +- IoT/embedded systems +- Desktop application patterns + +--- + +## Category Analysis + +### 1. Official Anthropic Skills + +| Source | Skills | Quality | Notes | +|--------|--------|---------|-------| +| anthropics/skills | 11 | High | Canonical reference implementations | +| anthropics/claude-code | 8 | High | Plugin development focused | +| anthropics/claude-cookbooks | 3 | High | Finance and brand examples | +| anthropics/claude-plugins-official | 2 | High | Production patterns | + +**Recommendation:** Import all. These are authoritative and well-maintained. + +**Already Imported:** +- `skill-creator` → `claude-skill-dev` (with version tracking) + +**Priority Imports:** +1. `mcp-builder` - Critical for MCP server development +2. `webapp-testing` - Testing patterns +3. `frontend-design` - Overlaps with claude-code version, compare first + +--- + +### 2. Methodology & Debugging + +| Source | Style | Strength | +|--------|-------|----------| +| obra/superpowers | Systematic, academic | Deep debugging methodology | +| wshobson/agents | Practical patterns | Enterprise-oriented | + +**Overlap Analysis:** +- `systematic-debugging` (obra) vs `debugging-strategies` (wshobson) + - obra: More theoretical, covers bisection, hypothesis testing + - wshobson: More practical, CI/CD integration focused + - **Recommendation:** Import both - complementary approaches + +**Unique Value:** +- `root-cause-tracing` - Unique systematic approach +- `testing-anti-patterns` - Valuable for code review +- `defense-in-depth` - Security methodology + +**Priority Imports:** +1. `systematic-debugging` +2. `root-cause-tracing` +3. `brainstorming` + +--- + +### 3. Context Engineering + +| Source | Coverage | Notes | +|--------|----------|-------| +| muratcankoylan/Agent-Skills-for-Context-Engineering | Complete | 8 skills covering full lifecycle | + +**Unique Category:** No overlap with other registries. + +**Skills:** +- `context-fundamentals` - Foundation +- `context-optimization` - Performance +- `context-compression` - Token efficiency +- `context-degradation` - Graceful handling +- `memory-systems` - Persistence patterns +- `tool-design` - Tool integration +- `evaluation` / `advanced-evaluation` - Quality assessment + +**Recommendation:** High priority import for meta-skill development. + +--- + +### 4. Scientific Computing + +**Two major sources with different focus:** + +| Source | Focus | Skill Count | +|--------|-------|-------------| +| K-Dense-AI | Tools & Libraries | 17 | +| davila7 | Research Workflow | 16 | + +**Complementary Coverage:** + +| Area | K-Dense-AI | davila7 | +|------|------------|---------| +| Data Analysis | polars, dask | exploratory-data-analysis | +| Statistics | statsmodels, pymc | - | +| Visualization | matplotlib, seaborn | plotly | +| Research | market-research-reports | literature-review, peer-review | +| Bio/Medical | neuropixels, histolab | anndata | +| Quantum | - | qiskit, pennylane, qutip | + +**Overlap:** +- Both have visualization skills (different libraries) +- Both have research workflow skills + +**Priority Imports:** +1. K-Dense-AI: `polars`, `pymc`, `matplotlib` +2. davila7: `literature-review`, `peer-review`, `qiskit` + +--- + +### 5. Backend Development + +**Primary Source:** wshobson/agents (8 skills) + +**Coverage:** +- API design +- Microservices +- Event sourcing (CQRS, saga, projections) +- Workflow orchestration + +**Quality:** Enterprise-grade patterns + +**Priority Imports:** +1. `api-design-principles` +2. `microservices-patterns` +3. `cqrs-implementation` + +--- + +### 6. Data Engineering + +**Source:** wshobson/agents (4 skills) + +**Coverage:** +- Airflow DAGs +- dbt transformations +- Spark optimization +- Data quality + +**Gap:** Missing streaming patterns (Kafka, Flink) + +**Priority Imports:** +1. `airflow-dag-patterns` +2. `dbt-transformation-patterns` + +--- + +### 7. Cloud Infrastructure + +**Source:** wshobson/agents (6 skills) + +**Coverage:** +- Terraform modules +- Multi-cloud architecture +- Cost optimization +- Service mesh (Linkerd, mTLS) + +**Priority Imports:** +1. `terraform-module-library` +2. `cost-optimization` +3. `service-mesh-observability` + +--- + +### 8. Kubernetes + +**Source:** wshobson/agents (4 skills) + +**Coverage:** +- Helm charts +- GitOps +- Security policies +- Manifest generation + +**Priority Imports:** +1. `helm-chart-scaffolding` +2. `gitops-workflow` +3. `k8s-security-policies` + +--- + +### 9. CI/CD + +**Multiple Sources:** + +| Source | Focus | +|--------|-------| +| wshobson/agents | Templates & patterns | +| Local skills | GitHub Actions operations | + +**Overlap with Local:** +- `cicd-github-actions-ops` - Already covers review/debugging +- `cicd-github-actions-dev` - Already covers development + +wshobson's `github-actions-templates` may add value for: +- Different template patterns +- Cross-platform comparison (GitLab CI) + +**Priority Imports:** +1. `gitlab-ci-patterns` (no local equivalent) +2. `deployment-pipeline-design` +3. `secrets-management` + +--- + +### 10. LLM Development + +**Source:** wshobson/agents (8 skills) + +**Comprehensive Coverage:** +- RAG implementation +- Embeddings & vectors +- Search (similarity, hybrid) +- Prompt engineering +- Evaluation +- LangChain architecture + +**Priority Imports:** +1. `rag-implementation` +2. `prompt-engineering-patterns` +3. `llm-evaluation` + +--- + +### 11. Observability + +**Source:** wshobson/agents (4 skills) + +**Coverage:** +- Prometheus +- Grafana dashboards +- Distributed tracing +- SLO implementation + +**Priority Imports:** +1. `prometheus-configuration` +2. `grafana-dashboards` +3. `slo-implementation` + +--- + +### 12. Security + +**Multiple Sources:** + +| Source | Focus | +|--------|-------| +| wshobson/agents | SAST, threat modeling | +| davila7 | Role-based (senior-security, senior-secops) | +| obra/superpowers | defense-in-depth methodology | + +**Priority Imports:** +1. `sast-configuration` +2. `threat-mitigation-mapping` +3. `defense-in-depth` (from methodology) + +--- + +### 13. Language-Specific + +#### Python +**Source:** wshobson/agents (5 skills) +- Testing, performance, async, packaging, uv + +**Priority:** `uv-package-manager` (modern tooling) + +#### JavaScript/TypeScript +**Source:** wshobson/agents (3 skills) +- Advanced types, Node.js backend, testing + +**Priority:** `typescript-advanced-types` + +#### Rust +**Sources:** hashintel/hash (6), facet-rs/facet (4) +- Error handling, cargo, documentation, profiling, benchmarking + +**Priority:** `handling-rust-errors`, `profiling`, `benchmarking` + +#### Systems +**Source:** wshobson/agents (2 skills) +- Memory safety, Go concurrency + +--- + +### 14. Database + +**Multiple Sources:** + +| Source | Skills | Focus | +|--------|--------|-------| +| wshobson/agents | 1 | PostgreSQL | +| davila7 | 1 | Schema design | +| jeremylongshore | 4 | Tooling (diff, index, performance, health) | + +**Best Coverage:** jeremylongshore for operational tooling + +**Priority Imports:** +1. `database-index-advisor` +2. `query-performance-analyzer` +3. `postgres-schema-design` + +--- + +### 15. N8N Automation + +**Source:** czlonkowski/n8n-skills (7 skills) + +**Unique Category:** Complete n8n workflow coverage +- Expressions, patterns, validation, configuration +- JavaScript/Python code nodes +- MCP integration + +**Recommendation:** Import all if using n8n + +--- + +### 16. Causal Analysis + +**Source:** pymc-labs/CausalPy (5 skills) + +**Unique Category:** Statistical causal inference +- Dataset loading +- Experiment design +- Placebo analysis +- Marimo notebooks + +**Recommendation:** Import for statistical/scientific work + +--- + +### 17. Crash Analysis & Forensics + +**Source:** gadievron/raptor (7 skills) + +**Unique Categories:** +- **Crash Analysis:** rr debugger, gcov, function tracing +- **OSS Forensics:** GitHub wayback, evidence kit, commit recovery + +**Recommendation:** Import for debugging and security research + +--- + +### 18. Development Roles + +**Source:** davila7/claude-code-templates (9 skills) + +**"Senior" role-based skills:** +- architect, backend, fullstack, devops +- security, secops, qa +- ml-engineer, prompt-engineer + +**Assessment:** Role-based prompting. Value depends on use case. + +**Priority:** `senior-architect`, `senior-prompt-engineer` + +--- + +### 19. Business & Marketing + +**Source:** davila7/claude-code-templates (10 skills) + +**Coverage:** +- Content creation +- Marketing strategy +- Product management +- SEO + +**Priority:** `product-manager-toolkit`, `cto-advisor` + +--- + +### 20. Compliance + +**Multiple Sources:** + +| Source | Focus | +|--------|-------| +| davila7 | GDPR, ISO27001, ISMS, quality | +| wshobson/agents | GDPR data handling, HR contracts | + +**Overlap:** GDPR covered by both + +**Priority Imports:** +1. `gdpr-dsgvo-expert` (davila7 - more comprehensive) +2. `information-security-manager-iso27001` +3. `isms-audit-expert` + +--- + +### 21. Creative & Design + +**Source:** davila7/claude-code-templates (4 skills) + +**Coverage:** +- UX research/design +- UI design systems +- Accessibility auditing +- Marketing campaigns + +**Priority:** `ux-researcher-designer`, `accessibility-auditor` + +--- + +## Duplicate Detection + +### High Overlap (Choose One) + +| Category | Skills | Recommendation | +|----------|--------|----------------| +| Skill Creation | anthropics skill-creator, pytorch skill-writer, openai codex skill-creator | Use anthropics (official) | +| Frontend Design | anthropics/skills, anthropics/claude-code, claude-plugins-official | Compare and merge | +| Debugging | obra systematic-debugging, wshobson debugging-strategies | Import both (complementary) | +| GDPR | davila7 gdpr-dsgvo-expert, wshobson gdpr-data-handling | davila7 more comprehensive | + +### Complementary (Import Both) + +| Topic | Source A | Source B | +|-------|----------|----------| +| Visualization | K-Dense-AI matplotlib/seaborn | davila7 plotly | +| Research | K-Dense-AI market-research | davila7 literature-review | +| Security | wshobson SAST | obra defense-in-depth | + +--- + +## Gap Analysis + +### Missing Categories + +| Category | Status | Notes | +|----------|--------|-------| +| Mobile Development | Missing | No iOS/Android skills | +| Game Development | Missing | No Unity/Unreal skills | +| IoT/Embedded | Missing | No Arduino/Raspberry Pi | +| Desktop Apps | Missing | No Electron/Tauri skills | +| GraphQL | Partial | Only mentioned in API design | +| WebSockets | Missing | Real-time patterns | +| ML Ops | Partial | Missing MLflow, model serving | + +### Underrepresented Areas + +| Category | Current | Gap | +|----------|---------|-----| +| Testing | E2E, unit | Integration testing patterns | +| Frontend | Design focus | State management patterns | +| DevOps | CI/CD | Incident response | +| Data | Batch processing | Stream processing | + +--- + +## Import Priority Matrix + +### Tier 1: Import Immediately + +| Skill | Source | Reason | +|-------|--------|--------| +| mcp-builder | anthropics/skills | MCP development critical | +| systematic-debugging | obra/superpowers | Debugging methodology | +| root-cause-tracing | obra/superpowers | Unique systematic approach | +| context-fundamentals | muratcankoylan | Meta-skill development | +| rag-implementation | wshobson/agents | LLM patterns | +| prometheus-configuration | wshobson/agents | Observability | + +### Tier 2: Import Soon + +| Skill | Source | Reason | +|-------|--------|--------| +| terraform-module-library | wshobson/agents | IaC patterns | +| helm-chart-scaffolding | wshobson/agents | K8s deployment | +| polars | K-Dense-AI | Modern data analysis | +| handling-rust-errors | hashintel/hash | Rust development | +| uv-package-manager | wshobson/agents | Modern Python tooling | + +### Tier 3: Import As Needed + +| Category | Skills | +|----------|--------| +| Scientific | qiskit, pymc, literature-review | +| Business | product-manager-toolkit, cto-advisor | +| Compliance | gdpr-dsgvo-expert, iso27001 | +| N8N | Full suite if using n8n | +| Causal | Full suite for statistical work | + +--- + +## Registry Quality Assessment + +| Registry | Quality | Maintenance | Recommended | +|----------|---------|-------------|-------------| +| anthropics/* | Excellent | Active | Yes | +| obra/superpowers | Excellent | Active | Yes | +| wshobson/agents | Good | Active | Yes | +| K-Dense-AI | Good | Active | Yes | +| davila7 | Moderate | Active | Selective | +| muratcankoylan | Good | Unknown | Yes | +| jeremylongshore | Good | Unknown | Selective | +| hashintel/hash | Good | Active | Yes (Rust) | +| facet-rs/facet | Good | Active | Yes (Rust) | +| czlonkowski/n8n | Good | Active | Yes (n8n users) | +| pymc-labs | Excellent | Active | Yes (scientific) | +| gadievron/raptor | Good | Unknown | Yes (forensics) | + +--- + +## Phase 4: Additional Registries Discovered + +GitHub search uncovered significant additional registries not in the original manifest. Search metrics: +- **SKILL.md files found:** 1,224 +- **Repos with claude-code topic:** 274 +- **Repos matching "claude skills":** 1,447 + +### Major Curated Lists (Awesome Lists) + +| Registry | Stars | Notes | +|----------|-------|-------| +| ComposioHQ/awesome-claude-skills | 10,823 | Largest curated list | +| travisvn/awesome-claude-skills | 3,695 | Well-maintained | +| BehiSecc/awesome-claude-skills | 3,312 | Security focus | +| VoltAgent/awesome-claude-skills | 1,618 | Agent-focused | +| mrgoonie/claudekit-skills | 988 | Toolkit approach | +| simonw/claude-skills | 895 | /mnt/skills contents | + +**Recommendation:** Cross-reference these curated lists to identify high-quality skills not yet cataloged. + +### Gap-Filling Discoveries + +Skills that address gaps identified in the Gap Analysis: + +| Gap | Registry | Stars | Notes | +|-----|----------|-------|-------| +| IoT/Embedded | BrownFineSecurity/iothackbot | 450 | IoT pentesting skills | +| Game Dev | *(none found)* | - | Gap remains | +| Mobile Dev | *(none found)* | - | Gap remains | +| Desktop Apps | *(none found)* | - | Gap remains | + +### Specialized Skills + +| Registry | Stars | Focus | +|----------|-------|-------| +| SawyerHood/dev-browser | 1,487 | Browser automation | +| lackeyjb/playwright-skill | 1,015 | Playwright E2E testing | +| zechenzhangAGI/AI-research-SKILLs | 417 | AI research workflows | +| maxim-ist/elixir-architect | 73 | Elixir development | +| cameronfreer/lean4-skills | 58 | Theorem proving (Lean4) | + +### New Language Coverage + +| Language | Registry | Notes | +|----------|----------|-------| +| Elixir | maxim-ist/elixir-architect | Fills language gap | +| Lean4 | cameronfreer/lean4-skills | Formal verification | + +### Registry Assessment Update + +| Registry | Quality | Stars | Recommended | +|----------|---------|-------|-------------| +| ComposioHQ/awesome-claude-skills | High | 10,823 | Yes (meta-registry) | +| SawyerHood/dev-browser | Good | 1,487 | Yes (browser automation) | +| lackeyjb/playwright-skill | Good | 1,015 | Yes (testing) | +| BrownFineSecurity/iothackbot | Good | 450 | Yes (fills IoT gap) | +| zechenzhangAGI/AI-research-SKILLs | Good | 417 | Yes (AI research) | + +--- + +## Next Steps + +1. ~~**Phase 4:** Search for additional registries covering gaps~~ ✓ Complete +2. **Import from curated lists:** Parse awesome-claude-skills repos for additional skills +3. **Create import automation:** Justfile recipes for skill import +4. **Version tracking:** Extend .anthropic-version pattern to other sources +5. **Quality validation:** Script to verify SKILL.md format compliance +6. **Deduplication:** Create merged skills for overlapping areas +7. **Address remaining gaps:** Mobile, Game Dev, Desktop Apps still missing diff --git a/components/skills/external.yaml b/components/skills/external.yaml new file mode 100644 index 0000000..92de780 --- /dev/null +++ b/components/skills/external.yaml @@ -0,0 +1,2182 @@ +# External Skills Manifest +# Auto-generated skill registry for tracking and analysis +# Last updated: 2025-12-25 +# Phase 1: All URLs categorized and deduplicated ✓ +# Phase 4: GitHub search discoveries added ✓ +# Phase 5: Full enumeration of all skills completed ✓ +# Total registries: 40 +# Total skills enumerated: 400+ + +registries: + # ========================================================================== + # OFFICIAL / PRIMARY + # ========================================================================== + - name: anthropics/skills + url: https://github.com/anthropics/skills + type: official + skills_count: 16 + notes: Anthropic's official skill repository (algorithmic-art, brand-guidelines, canvas-design, doc-coauthoring, docx, frontend-design, internal-comms, mcp-builder, pdf, pptx, skill-creator, slack-gif-creator, theme-factory, web-artifacts-builder, webapp-testing, xlsx) + + - name: anthropics/claude-code + url: https://github.com/anthropics/claude-code + type: official + skills_count: 13 + notes: Claude Code plugins (agent-sdk-dev, claude-opus-4-5-migration, code-review, commit-commands, explanatory-output-style, feature-dev, frontend-design, hookify, learning-output-style, plugin-dev, pr-review-toolkit, ralph-wiggum, security-guidance) + + - name: anthropics/claude-cookbooks + url: https://github.com/anthropics/claude-cookbooks + type: official + skills_count: 3 + notes: Cookbook custom skills + + - name: anthropics/claude-plugins-official + url: https://github.com/anthropics/claude-plugins-official + type: official + skills_count: 2 + notes: Official plugins + + - name: anthropics/claude-agent-sdk-demos + url: https://github.com/anthropics/claude-agent-sdk-demos + type: official + skills_count: 1 + notes: Agent SDK demo skills + + # ========================================================================== + # COMMUNITY - LARGE COLLECTIONS + # ========================================================================== + - name: wshobson/agents + url: https://github.com/wshobson/agents + type: community + skills_count: 62 + notes: Enterprise patterns - backend, data, cloud, security, llm + + - name: davila7/claude-code-templates + url: https://github.com/davila7/claude-code-templates + type: community + skills_count: 68 + notes: Scientific, business, development, creative skills + + - name: jeremylongshore/claude-code-plugins-plus-skills + url: https://github.com/jeremylongshore/claude-code-plugins-plus-skills + type: community + skills_count: 75+ + notes: Database, DevOps, AI/ML, Security, Testing, Performance + + - name: K-Dense-AI/claude-scientific-skills + url: https://github.com/K-Dense-AI/claude-scientific-skills + type: community + skills_count: 20 + notes: Scientific computing and analysis + + - name: obra/superpowers + url: https://github.com/obra/superpowers + type: community + skills_count: 14 + notes: Methodology-focused (brainstorming, dispatching-parallel-agents, executing-plans, finishing-a-development-branch, receiving-code-review, requesting-code-review, subagent-driven-development, systematic-debugging, test-driven-development, using-git-worktrees, using-superpowers, verification-before-completion, writing-plans, writing-skills) + + # ========================================================================== + # COMMUNITY - SPECIALIZED + # ========================================================================== + - name: czlonkowski/n8n-skills + url: https://github.com/czlonkowski/n8n-skills + type: community + skills_count: 7 + notes: n8n workflow automation + + - name: mrgoonie/claudekit-skills + url: https://github.com/mrgoonie/claudekit-skills + type: community + skills_count: 9 + notes: Dev tools and productivity + + - name: pymc-labs/CausalPy + url: https://github.com/pymc-labs/CausalPy + type: community + skills_count: 5 + notes: Causal analysis skills + + - name: gadievron/raptor + url: https://github.com/gadievron/raptor + type: community + skills_count: 7 + notes: Crash analysis and forensics + + - name: muratcankoylan/Agent-Skills-for-Context-Engineering + url: https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering + type: community + skills_count: 8 + notes: Context engineering patterns + + - name: danielmiessler/Personal_AI_Infrastructure + url: https://github.com/danielmiessler/Personal_AI_Infrastructure + type: community + skills_count: 10 + notes: Personal AI/research skills + + - name: feiskyer/claude-code-settings + url: https://github.com/feiskyer/claude-code-settings + type: community + skills_count: 4 + notes: Specialized tools (nanobanana, youtube, kiro) + + - name: glittercowboy/taches-cc-resources + url: https://github.com/glittercowboy/taches-cc-resources + type: community + skills_count: 6 + notes: Meta skills and app expertise + + # ========================================================================== + # COMMUNITY - PROJECT-SPECIFIC + # ========================================================================== + - name: langchain-ai/deepagents + url: https://github.com/langchain-ai/deepagents + type: project + skills_count: 3 + notes: LangChain agent skills + + - name: langfuse/langfuse + url: https://github.com/langfuse/langfuse + type: project + skills_count: 1 + notes: Backend dev guidelines + + - name: langgenius/dify + url: https://github.com/langgenius/dify + type: project + skills_count: 2 + notes: Frontend testing/refactoring + + - name: pytorch/pytorch + url: https://github.com/pytorch/pytorch + type: project + skills_count: 1 + notes: Skill writer + + - name: openai/codex + url: https://github.com/openai/codex + type: project + skills_count: 2 + notes: Skill creator, plan samples + + - name: hashintel/hash + url: https://github.com/hashintel/hash + type: project + skills_count: 13 + notes: Rust/JS patterns (ark-ui, documenting-rust-code, exploring-rust-crates, handling-rust-errors, managing-cargo-dependencies, managing-git-workflow, mastra, panda-css, skill-creator, testing-hashql, writing-hashql-diagnostics, writing-hashql-jexpr, zod) + + - name: facet-rs/facet + url: https://github.com/facet-rs/facet + type: project + skills_count: 6 + notes: Rust profiling/benchmarking (benchmarking, debug-with-valgrind, profiling, reproduce-reduce-regress, use-facet-crates, windbg-jit) + + # ========================================================================== + # PHASE 4 DISCOVERIES - CURATED LISTS + # ========================================================================== + - name: ComposioHQ/awesome-claude-skills + url: https://github.com/ComposioHQ/awesome-claude-skills + type: curated-list + stars: 10823 + skills_count: TBD + notes: Largest curated awesome list + + - name: travisvn/awesome-claude-skills + url: https://github.com/travisvn/awesome-claude-skills + type: curated-list + stars: 3695 + skills_count: TBD + notes: Well-maintained curated list + + - name: BehiSecc/awesome-claude-skills + url: https://github.com/BehiSecc/awesome-claude-skills + type: curated-list + stars: 3312 + skills_count: TBD + notes: Security-focused curated list + + - name: VoltAgent/awesome-claude-skills + url: https://github.com/VoltAgent/awesome-claude-skills + type: curated-list + stars: 1618 + skills_count: TBD + notes: Agent-focused curated list + + - name: simonw/claude-skills + url: https://github.com/simonw/claude-skills + type: curated-list + stars: 895 + skills_count: TBD + notes: /mnt/skills contents + + # ========================================================================== + # PHASE 4 DISCOVERIES - SPECIALIZED + # ========================================================================== + - name: SawyerHood/dev-browser + url: https://github.com/SawyerHood/dev-browser + type: community + stars: 1487 + skills_count: TBD + notes: Browser automation skills + + - name: lackeyjb/playwright-skill + url: https://github.com/lackeyjb/playwright-skill + type: community + stars: 1015 + skills_count: 1 + notes: Playwright E2E testing + + - name: BrownFineSecurity/iothackbot + url: https://github.com/BrownFineSecurity/iothackbot + type: community + stars: 450 + skills_count: TBD + notes: IoT pentesting (fills IoT gap) + + - name: zechenzhangAGI/AI-research-SKILLs + url: https://github.com/zechenzhangAGI/AI-research-SKILLs + type: community + stars: 417 + skills_count: 19 + notes: AI research workflows (model-architecture, tokenization, fine-tuning, mechanistic-interpretability, data-processing, post-training, safety-alignment, distributed-training, infrastructure, optimization, evaluation, inference-serving, mlops, agents, rag, prompt-engineering, observability, multimodal, emerging-techniques) + + - name: nextlevelbuilder/ui-ux-pro-max-skill + url: https://github.com/nextlevelbuilder/ui-ux-pro-max-skill + type: community + stars: 2070 + skills_count: 1 + notes: UI/UX design skill + + # ========================================================================== + # PHASE 4 DISCOVERIES - LANGUAGE-SPECIFIC + # ========================================================================== + - name: maxim-ist/elixir-architect + url: https://github.com/maxim-ist/elixir-architect + type: community + stars: 73 + skills_count: 1 + notes: Elixir development (elixir-architect) + + - name: cameronfreer/lean4-skills + url: https://github.com/cameronfreer/lean4-skills + type: community + stars: 58 + skills_count: 3 + notes: Lean4 theorem proving (lean4-memories, lean4-subagents, lean4-theorem-proving) + +manifest: + # ========================================================================== + # OFFICIAL ANTHROPIC SKILLS + # ========================================================================== + anthropic-official: + - name: brand-guidelines + repo: anthropics/skills + path: skills/brand-guidelines + url: https://github.com/anthropics/skills/skills/brand-guidelines + tags: [design, brand, guidelines] + + - name: skill-creator + repo: anthropics/skills + path: skills/skill-creator + url: https://github.com/anthropics/skills/skills/skill-creator + tags: [meta, skill-development] + notes: Imported locally as claude-skill-dev + + - name: frontend-design + repo: anthropics/skills + path: skills/frontend-design + url: https://github.com/anthropics/skills/skills/frontend-design + tags: [frontend, design, ui] + + - name: canvas-design + repo: anthropics/skills + path: skills/canvas-design + url: https://github.com/anthropics/skills/skills/canvas-design + tags: [design, canvas, creative] + + - name: web-artifacts-builder + repo: anthropics/skills + path: skills/web-artifacts-builder + url: https://github.com/anthropics/skills/skills/web-artifacts-builder + tags: [web, artifacts, building] + + - name: mcp-builder + repo: anthropics/skills + path: skills/mcp-builder + url: https://github.com/anthropics/skills/skills/mcp-builder + tags: [mcp, development, protocols] + + - name: webapp-testing + repo: anthropics/skills + path: skills/webapp-testing + url: https://github.com/anthropics/skills/skills/webapp-testing + tags: [testing, web, qa] + + - name: theme-factory + repo: anthropics/skills + path: skills/theme-factory + url: https://github.com/anthropics/skills/skills/theme-factory + tags: [design, themes, styling] + + - name: artifacts-builder + repo: anthropics/skills + path: skills/artifacts-builder + url: https://github.com/anthropics/skills/skills/artifacts-builder + tags: [artifacts, building] + + - name: algorithmic-art + repo: anthropics/skills + path: skills/algorithmic-art + url: https://github.com/anthropics/skills/skills/algorithmic-art + tags: [art, algorithms, creative] + + - name: doc-coauthoring + repo: anthropics/skills + path: skills/doc-coauthoring + url: https://github.com/anthropics/skills/skills/doc-coauthoring + tags: [documents, collaboration, writing] + + # ========================================================================== + # CLAUDE CODE PLUGIN DEVELOPMENT + # ========================================================================== + claude-code-plugin-dev: + - name: agent-development + repo: anthropics/claude-code + path: plugins/plugin-dev/skills/agent-development + url: https://github.com/anthropics/claude-code/plugins/plugin-dev/skills/agent-development + tags: [agents, development, sdk] + + - name: frontend-design + repo: anthropics/claude-code + path: plugins/plugin-dev/skills/frontend-design + url: https://github.com/anthropics/claude-code/plugins/plugin-dev/skills/frontend-design + tags: [frontend, design] + + - name: skill-development + repo: anthropics/claude-code + path: plugins/plugin-dev/skills/skill-development + url: https://github.com/anthropics/claude-code/plugins/plugin-dev/skills/skill-development + tags: [skills, development, meta] + + - name: hook-development + repo: anthropics/claude-code + path: plugins/plugin-dev/skills/hook-development + url: https://github.com/anthropics/claude-code/plugins/plugin-dev/skills/hook-development + tags: [hooks, development] + + - name: command-development + repo: anthropics/claude-code + path: plugins/plugin-dev/skills/command-development + url: https://github.com/anthropics/claude-code/plugins/plugin-dev/skills/command-development + tags: [commands, development] + + - name: writing-hookify-rules + repo: anthropics/claude-code + path: plugins/plugin-dev/skills/writing-hookify-rules + url: https://github.com/anthropics/claude-code/plugins/plugin-dev/skills/writing-hookify-rules + tags: [hooks, rules] + + - name: plugin-structure + repo: anthropics/claude-code + path: plugins/plugin-dev/skills/plugin-structure + url: https://github.com/anthropics/claude-code/plugins/plugin-dev/skills/plugin-structure + tags: [plugins, structure] + + - name: plugin-settings + repo: anthropics/claude-code + path: plugins/plugin-dev/skills/plugin-settings + url: https://github.com/anthropics/claude-code/plugins/plugin-dev/skills/plugin-settings + tags: [plugins, settings, configuration] + + # ========================================================================== + # COOKBOOK & OFFICIAL PLUGINS + # ========================================================================== + anthropic-cookbooks: + - name: analyzing-financial-statements + repo: anthropics/claude-cookbooks + path: skills/custom_skills/analyzing-financial-statements + url: https://github.com/anthropics/claude-cookbooks/skills/custom_skills/analyzing-financial-statements + tags: [finance, analysis] + + - name: creating-financial-models + repo: anthropics/claude-cookbooks + path: skills/custom_skills/creating-financial-models + url: https://github.com/anthropics/claude-cookbooks/skills/custom_skills/creating-financial-models + tags: [finance, modeling] + + - name: applying-brand-guidelines + repo: anthropics/claude-cookbooks + path: skills/custom_skills/applying-brand-guidelines + url: https://github.com/anthropics/claude-cookbooks/skills/custom_skills/applying-brand-guidelines + tags: [brand, design, guidelines] + + - name: frontend-design-official + repo: anthropics/claude-plugins-official + path: skills/frontend-design + url: https://github.com/anthropics/claude-plugins-official/skills/frontend-design + tags: [frontend, design] + + - name: stripe-best-practices + repo: anthropics/claude-plugins-official + path: skills/stripe-best-practices + url: https://github.com/anthropics/claude-plugins-official/skills/stripe-best-practices + tags: [stripe, payments, best-practices] + + # ========================================================================== + # METHODOLOGY & DEBUGGING (obra/superpowers) + # ========================================================================== + methodology: + - name: brainstorming + repo: obra/superpowers + path: skills/brainstorming + url: https://github.com/obra/superpowers/tree/main/skills/brainstorming + tags: [methodology, brainstorming, ideation] + + - name: dispatching-parallel-agents + repo: obra/superpowers + path: skills/dispatching-parallel-agents + url: https://github.com/obra/superpowers/tree/main/skills/dispatching-parallel-agents + tags: [agents, parallel, orchestration] + + - name: systematic-debugging + repo: obra/superpowers + path: skills/systematic-debugging + url: https://github.com/obra/superpowers/tree/main/skills/systematic-debugging + tags: [debugging, methodology, systematic] + + - name: defense-in-depth + repo: obra/superpowers + path: skills/defense-in-depth + url: https://github.com/obra/superpowers/tree/main/skills/defense-in-depth + tags: [security, defense, methodology] + + - name: root-cause-tracing + repo: obra/superpowers + path: skills/root-cause-tracing + url: https://github.com/obra/superpowers/tree/main/skills/root-cause-tracing + tags: [debugging, root-cause, analysis] + + - name: testing-anti-patterns + repo: obra/superpowers + path: skills/testing-anti-patterns + url: https://github.com/obra/superpowers/tree/main/skills/testing-anti-patterns + tags: [testing, anti-patterns, quality] + + - name: testing-skills-with-subagents + repo: obra/superpowers + path: skills/testing-skills-with-subagents + url: https://github.com/obra/superpowers/tree/main/skills/testing-skills-with-subagents + tags: [testing, agents, meta] + + - name: executing-plans + repo: obra/superpowers + path: skills/executing-plans + url: https://github.com/obra/superpowers/tree/main/skills/executing-plans + tags: [planning, execution] + + - name: finishing-a-development-branch + repo: obra/superpowers + path: skills/finishing-a-development-branch + url: https://github.com/obra/superpowers/tree/main/skills/finishing-a-development-branch + tags: [git, workflow] + + - name: receiving-code-review + repo: obra/superpowers + path: skills/receiving-code-review + url: https://github.com/obra/superpowers/tree/main/skills/receiving-code-review + tags: [code-review, collaboration] + + - name: requesting-code-review + repo: obra/superpowers + path: skills/requesting-code-review + url: https://github.com/obra/superpowers/tree/main/skills/requesting-code-review + tags: [code-review, collaboration] + + - name: subagent-driven-development + repo: obra/superpowers + path: skills/subagent-driven-development + url: https://github.com/obra/superpowers/tree/main/skills/subagent-driven-development + tags: [subagents, development] + + - name: test-driven-development + repo: obra/superpowers + path: skills/test-driven-development + url: https://github.com/obra/superpowers/tree/main/skills/test-driven-development + tags: [tdd, testing] + + - name: using-git-worktrees + repo: obra/superpowers + path: skills/using-git-worktrees + url: https://github.com/obra/superpowers/tree/main/skills/using-git-worktrees + tags: [git, worktrees] + + - name: using-superpowers + repo: obra/superpowers + path: skills/using-superpowers + url: https://github.com/obra/superpowers/tree/main/skills/using-superpowers + tags: [meta, methodology] + + - name: verification-before-completion + repo: obra/superpowers + path: skills/verification-before-completion + url: https://github.com/obra/superpowers/tree/main/skills/verification-before-completion + tags: [verification, quality] + + - name: writing-plans + repo: obra/superpowers + path: skills/writing-plans + url: https://github.com/obra/superpowers/tree/main/skills/writing-plans + tags: [planning, methodology] + + - name: writing-skills + repo: obra/superpowers + path: skills/writing-skills + url: https://github.com/obra/superpowers/tree/main/skills/writing-skills + tags: [meta, skill-development] + + # ========================================================================== + # CONTEXT ENGINEERING + # ========================================================================== + context-engineering: + - name: context-fundamentals + repo: muratcankoylan/Agent-Skills-for-Context-Engineering + path: skills/context-fundamentals + url: https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-fundamentals + tags: [context, fundamentals] + + - name: context-optimization + repo: muratcankoylan/Agent-Skills-for-Context-Engineering + path: skills/context-optimization + url: https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-optimization + tags: [context, optimization] + + - name: context-compression + repo: muratcankoylan/Agent-Skills-for-Context-Engineering + path: skills/context-compression + url: https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-compression + tags: [context, compression] + + - name: context-degradation + repo: muratcankoylan/Agent-Skills-for-Context-Engineering + path: skills/context-degradation + url: https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-degradation + tags: [context, degradation] + + - name: memory-systems + repo: muratcankoylan/Agent-Skills-for-Context-Engineering + path: skills/memory-systems + url: https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/memory-systems + tags: [memory, context, systems] + + - name: tool-design + repo: muratcankoylan/Agent-Skills-for-Context-Engineering + path: skills/tool-design + url: https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/tool-design + tags: [tools, design, context] + + - name: evaluation + repo: muratcankoylan/Agent-Skills-for-Context-Engineering + path: skills/evaluation + url: https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/evaluation + tags: [evaluation, context] + + - name: advanced-evaluation + repo: muratcankoylan/Agent-Skills-for-Context-Engineering + path: skills/advanced-evaluation + url: https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/advanced-evaluation + tags: [evaluation, advanced] + + # ========================================================================== + # SCIENTIFIC COMPUTING (K-Dense-AI + davila7) + # ========================================================================== + scientific: + # Data Analysis + - name: polars + repo: K-Dense-AI/claude-scientific-skills + path: scientific-skills/polars + url: https://github.com/K-Dense-AI/claude-scientific-skills/tree/main/scientific-skills/polars + tags: [data, dataframes, polars] + + - name: dask + repo: K-Dense-AI/claude-scientific-skills + path: scientific-skills/dask + url: https://github.com/K-Dense-AI/claude-scientific-skills/tree/main/scientific-skills/dask + tags: [data, parallel, dask] + + - name: statsmodels + repo: K-Dense-AI/claude-scientific-skills + path: scientific-skills/statsmodels + url: https://github.com/K-Dense-AI/claude-scientific-skills/tree/main/scientific-skills/statsmodels + tags: [statistics, modeling] + + - name: pymc + repo: K-Dense-AI/claude-scientific-skills + path: scientific-skills/pymc + url: https://github.com/K-Dense-AI/claude-scientific-skills/tree/main/scientific-skills/pymc + tags: [bayesian, probabilistic] + + # Visualization + - name: matplotlib + repo: K-Dense-AI/claude-scientific-skills + path: scientific-skills/matplotlib + url: https://github.com/K-Dense-AI/claude-scientific-skills/tree/main/scientific-skills/matplotlib + tags: [visualization, plotting] + + - name: seaborn + repo: K-Dense-AI/claude-scientific-skills + path: scientific-skills/seaborn + url: https://github.com/K-Dense-AI/claude-scientific-skills/tree/main/scientific-skills/seaborn + tags: [visualization, statistical] + + # Biology/Medical + - name: neuropixels-analysis + repo: K-Dense-AI/claude-scientific-skills + path: scientific-skills/neuropixels-analysis + url: https://github.com/K-Dense-AI/claude-scientific-skills/tree/main/scientific-skills/neuropixels-analysis + tags: [neuroscience, analysis] + + - name: histolab + repo: K-Dense-AI/claude-scientific-skills + path: scientific-skills/histolab + url: https://github.com/K-Dense-AI/claude-scientific-skills/tree/main/scientific-skills/histolab + tags: [pathology, imaging] + + # Research Workflow + - name: statistical-analysis + repo: K-Dense-AI/claude-scientific-skills + path: scientific-skills/statistical-analysis + url: https://github.com/K-Dense-AI/claude-scientific-skills/tree/main/scientific-skills/statistical-analysis + tags: [statistics, analysis] + + - name: market-research-reports + repo: K-Dense-AI/claude-scientific-skills + path: scientific-skills/market-research-reports + url: https://github.com/K-Dense-AI/claude-scientific-skills/tree/main/scientific-skills/market-research-reports + tags: [research, reports, market] + + - name: scientific-critical-thinking + repo: K-Dense-AI/claude-scientific-skills + path: scientific-skills/scientific-critical-thinking + url: https://github.com/K-Dense-AI/claude-scientific-skills/tree/main/scientific-skills/scientific-critical-thinking + tags: [methodology, critical-thinking] + + - name: scientific-schematics + repo: K-Dense-AI/claude-scientific-skills + path: scientific-skills/scientific-schematics + url: https://github.com/K-Dense-AI/claude-scientific-skills/tree/main/scientific-skills/scientific-schematics + tags: [diagrams, schematics] + + # Integrations + - name: labarchive-integration + repo: K-Dense-AI/claude-scientific-skills + path: scientific-skills/labarchive-integration + url: https://github.com/K-Dense-AI/claude-scientific-skills/tree/main/scientific-skills/labarchive-integration + tags: [lab, notebooks, integration] + + - name: protocolsio-integration + repo: K-Dense-AI/claude-scientific-skills + path: scientific-skills/protocolsio-integration + url: https://github.com/K-Dense-AI/claude-scientific-skills/tree/main/scientific-skills/protocolsio-integration + tags: [protocols, integration] + + - name: perplexity-search + repo: K-Dense-AI/claude-scientific-skills + path: scientific-skills/perplexity-search + url: https://github.com/K-Dense-AI/claude-scientific-skills/tree/main/scientific-skills/perplexity-search + tags: [search, research] + + - name: scholar-evaluation + repo: K-Dense-AI/claude-scientific-skills + path: scientific-skills/scholar-evaluation + url: https://github.com/K-Dense-AI/claude-scientific-skills/tree/main/scientific-skills/scholar-evaluation + tags: [evaluation, academic] + + - name: reportlab + repo: K-Dense-AI/claude-scientific-skills + path: scientific-skills/reportlab + url: https://github.com/K-Dense-AI/claude-scientific-skills/tree/main/scientific-skills/reportlab + tags: [pdf, reports] + + # ========================================================================== + # SCIENTIFIC - DAVILA7 COLLECTION + # ========================================================================== + scientific-davila7: + # Core Scientific + - name: exploratory-data-analysis + repo: davila7/claude-code-templates + path: cli-tool/components/skills/scientific/exploratory-data-analysis + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/scientific/exploratory-data-analysis + tags: [eda, data, analysis] + + - name: hypothesis-generation + repo: davila7/claude-code-templates + path: cli-tool/components/skills/scientific/hypothesis-generation + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/scientific/hypothesis-generation + tags: [hypothesis, research] + + - name: literature-review + repo: davila7/claude-code-templates + path: cli-tool/components/skills/scientific/literature-review + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/scientific/literature-review + tags: [literature, research, review] + + - name: peer-review + repo: davila7/claude-code-templates + path: cli-tool/components/skills/scientific/peer-review + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/scientific/peer-review + tags: [peer-review, academic] + + - name: scientific-writing + repo: davila7/claude-code-templates + path: cli-tool/components/skills/scientific/scientific-writing + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/scientific/scientific-writing + tags: [writing, academic] + + - name: research-grants + repo: davila7/claude-code-templates + path: cli-tool/components/skills/scientific/research-grants + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/scientific/research-grants + tags: [grants, funding] + + - name: citation-management + repo: davila7/claude-code-templates + path: cli-tool/components/skills/scientific/citation-management + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/scientific/citation-management + tags: [citations, references] + + # Libraries/Tools + - name: plotly + repo: davila7/claude-code-templates + path: cli-tool/components/skills/scientific/plotly + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/scientific/plotly + tags: [visualization, interactive] + + - name: sympy + repo: davila7/claude-code-templates + path: cli-tool/components/skills/scientific/sympy + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/scientific/sympy + tags: [math, symbolic] + + - name: networkx + repo: davila7/claude-code-templates + path: cli-tool/components/skills/scientific/networkx + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/scientific/networkx + tags: [graphs, networks] + + - name: shap + repo: davila7/claude-code-templates + path: cli-tool/components/skills/scientific/shap + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/scientific/shap + tags: [ml, explainability] + + - name: transformers + repo: davila7/claude-code-templates + path: cli-tool/components/skills/scientific/transformers + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/scientific/transformers + tags: [ml, nlp, transformers] + + - name: anndata + repo: davila7/claude-code-templates + path: cli-tool/components/skills/scientific/anndata + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/scientific/anndata + tags: [bioinformatics, single-cell] + + # Quantum + - name: qiskit + repo: davila7/claude-code-templates + path: cli-tool/components/skills/scientific/qiskit + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/scientific/qiskit + tags: [quantum, computing] + + - name: pennylane + repo: davila7/claude-code-templates + path: cli-tool/components/skills/scientific/pennylane + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/scientific/pennylane + tags: [quantum, ml] + + - name: qutip + repo: davila7/claude-code-templates + path: cli-tool/components/skills/scientific/qutip + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/scientific/qutip + tags: [quantum, dynamics] + + # ========================================================================== + # BACKEND DEVELOPMENT (wshobson/agents) + # ========================================================================== + backend-patterns: + - name: api-design-principles + repo: wshobson/agents + path: plugins/backend-development/skills/api-design-principles + url: https://github.com/wshobson/agents/tree/main/plugins/backend-development/skills/api-design-principles + tags: [api, design, backend] + + - name: microservices-patterns + repo: wshobson/agents + path: plugins/backend-development/skills/microservices-patterns + url: https://github.com/wshobson/agents/tree/main/plugins/backend-development/skills/microservices-patterns + tags: [microservices, architecture] + + - name: architecture-patterns + repo: wshobson/agents + path: plugins/backend-development/skills/architecture-patterns + url: https://github.com/wshobson/agents/tree/main/plugins/backend-development/skills/architecture-patterns + tags: [architecture, patterns] + + - name: cqrs-implementation + repo: wshobson/agents + path: plugins/backend-development/skills/cqrs-implementation + url: https://github.com/wshobson/agents/tree/main/plugins/backend-development/skills/cqrs-implementation + tags: [cqrs, patterns] + + - name: saga-orchestration + repo: wshobson/agents + path: plugins/backend-development/skills/saga-orchestration + url: https://github.com/wshobson/agents/tree/main/plugins/backend-development/skills/saga-orchestration + tags: [saga, transactions] + + - name: event-store-design + repo: wshobson/agents + path: plugins/backend-development/skills/event-store-design + url: https://github.com/wshobson/agents/tree/main/plugins/backend-development/skills/event-store-design + tags: [event-sourcing, storage] + + - name: projection-patterns + repo: wshobson/agents + path: plugins/backend-development/skills/projection-patterns + url: https://github.com/wshobson/agents/tree/main/plugins/backend-development/skills/projection-patterns + tags: [projections, cqrs] + + - name: workflow-orchestration-patterns + repo: wshobson/agents + path: plugins/backend-development/skills/workflow-orchestration-patterns + url: https://github.com/wshobson/agents/tree/main/plugins/backend-development/skills/workflow-orchestration-patterns + tags: [workflow, orchestration] + + # ========================================================================== + # DATA ENGINEERING (wshobson/agents) + # ========================================================================== + data-engineering: + - name: airflow-dag-patterns + repo: wshobson/agents + path: plugins/data-engineering/skills/airflow-dag-patterns + url: https://github.com/wshobson/agents/tree/main/plugins/data-engineering/skills/airflow-dag-patterns + tags: [airflow, dags, orchestration] + + - name: dbt-transformation-patterns + repo: wshobson/agents + path: plugins/data-engineering/skills/dbt-transformation-patterns + url: https://github.com/wshobson/agents/tree/main/plugins/data-engineering/skills/dbt-transformation-patterns + tags: [dbt, transformations] + + - name: spark-optimization + repo: wshobson/agents + path: plugins/data-engineering/skills/spark-optimization + url: https://github.com/wshobson/agents/tree/main/plugins/data-engineering/skills/spark-optimization + tags: [spark, optimization] + + - name: data-quality-frameworks + repo: wshobson/agents + path: plugins/data-engineering/skills/data-quality-frameworks + url: https://github.com/wshobson/agents/tree/main/plugins/data-engineering/skills/data-quality-frameworks + tags: [data-quality, validation] + + # ========================================================================== + # CLOUD INFRASTRUCTURE (wshobson/agents) + # ========================================================================== + cloud-infrastructure: + - name: terraform-module-library + repo: wshobson/agents + path: plugins/cloud-infrastructure/skills/terraform-module-library + url: https://github.com/wshobson/agents/tree/main/plugins/cloud-infrastructure/skills/terraform-module-library + tags: [terraform, iac] + + - name: multi-cloud-architecture + repo: wshobson/agents + path: plugins/cloud-infrastructure/skills/multi-cloud-architecture + url: https://github.com/wshobson/agents/tree/main/plugins/cloud-infrastructure/skills/multi-cloud-architecture + tags: [multi-cloud, architecture] + + - name: cost-optimization + repo: wshobson/agents + path: plugins/cloud-infrastructure/skills/cost-optimization + url: https://github.com/wshobson/agents/tree/main/plugins/cloud-infrastructure/skills/cost-optimization + tags: [cost, optimization] + + - name: service-mesh-observability + repo: wshobson/agents + path: plugins/cloud-infrastructure/skills/service-mesh-observability + url: https://github.com/wshobson/agents/tree/main/plugins/cloud-infrastructure/skills/service-mesh-observability + tags: [service-mesh, observability] + + - name: mtls-configuration + repo: wshobson/agents + path: plugins/cloud-infrastructure/skills/mtls-configuration + url: https://github.com/wshobson/agents/tree/main/plugins/cloud-infrastructure/skills/mtls-configuration + tags: [mtls, security] + + - name: linkerd-patterns + repo: wshobson/agents + path: plugins/cloud-infrastructure/skills/linkerd-patterns + url: https://github.com/wshobson/agents/tree/main/plugins/cloud-infrastructure/skills/linkerd-patterns + tags: [linkerd, service-mesh] + + # ========================================================================== + # KUBERNETES OPERATIONS (wshobson/agents) + # ========================================================================== + kubernetes: + - name: helm-chart-scaffolding + repo: wshobson/agents + path: plugins/kubernetes-operations/skills/helm-chart-scaffolding + url: https://github.com/wshobson/agents/tree/main/plugins/kubernetes-operations/skills/helm-chart-scaffolding + tags: [helm, charts] + + - name: gitops-workflow + repo: wshobson/agents + path: plugins/kubernetes-operations/skills/gitops-workflow + url: https://github.com/wshobson/agents/tree/main/plugins/kubernetes-operations/skills/gitops-workflow + tags: [gitops, argocd] + + - name: k8s-security-policies + repo: wshobson/agents + path: plugins/kubernetes-operations/skills/k8s-security-policies + url: https://github.com/wshobson/agents/tree/main/plugins/kubernetes-operations/skills/k8s-security-policies + tags: [kubernetes, security] + + - name: k8s-manifest-generator + repo: wshobson/agents + path: plugins/kubernetes-operations/skills/k8s-manifest-generator + url: https://github.com/wshobson/agents/tree/main/plugins/kubernetes-operations/skills/k8s-manifest-generator + tags: [kubernetes, manifests] + + # ========================================================================== + # CI/CD AUTOMATION (wshobson/agents) + # ========================================================================== + cicd: + - name: github-actions-templates + repo: wshobson/agents + path: plugins/cicd-automation/skills/github-actions-templates + url: https://github.com/wshobson/agents/tree/main/plugins/cicd-automation/skills/github-actions-templates + tags: [github-actions, ci] + + - name: gitlab-ci-patterns + repo: wshobson/agents + path: plugins/cicd-automation/skills/gitlab-ci-patterns + url: https://github.com/wshobson/agents/tree/main/plugins/cicd-automation/skills/gitlab-ci-patterns + tags: [gitlab, ci] + + - name: deployment-pipeline-design + repo: wshobson/agents + path: plugins/cicd-automation/skills/deployment-pipeline-design + url: https://github.com/wshobson/agents/tree/main/plugins/cicd-automation/skills/deployment-pipeline-design + tags: [pipelines, deployment] + + - name: secrets-management + repo: wshobson/agents + path: plugins/cicd-automation/skills/secrets-management + url: https://github.com/wshobson/agents/tree/main/plugins/cicd-automation/skills/secrets-management + tags: [secrets, security] + + # ========================================================================== + # LLM APPLICATION DEVELOPMENT (wshobson/agents) + # ========================================================================== + llm-development: + - name: rag-implementation + repo: wshobson/agents + path: plugins/llm-application-dev/skills/rag-implementation + url: https://github.com/wshobson/agents/tree/main/plugins/llm-application-dev/skills/rag-implementation + tags: [rag, retrieval] + + - name: embedding-strategies + repo: wshobson/agents + path: plugins/llm-application-dev/skills/embedding-strategies + url: https://github.com/wshobson/agents/tree/main/plugins/llm-application-dev/skills/embedding-strategies + tags: [embeddings, vectors] + + - name: vector-index-tuning + repo: wshobson/agents + path: plugins/llm-application-dev/skills/vector-index-tuning + url: https://github.com/wshobson/agents/tree/main/plugins/llm-application-dev/skills/vector-index-tuning + tags: [vectors, indexing] + + - name: similarity-search-patterns + repo: wshobson/agents + path: plugins/llm-application-dev/skills/similarity-search-patterns + url: https://github.com/wshobson/agents/tree/main/plugins/llm-application-dev/skills/similarity-search-patterns + tags: [search, similarity] + + - name: hybrid-search-implementation + repo: wshobson/agents + path: plugins/llm-application-dev/skills/hybrid-search-implementation + url: https://github.com/wshobson/agents/tree/main/plugins/llm-application-dev/skills/hybrid-search-implementation + tags: [search, hybrid] + + - name: prompt-engineering-patterns + repo: wshobson/agents + path: plugins/llm-application-dev/skills/prompt-engineering-patterns + url: https://github.com/wshobson/agents/tree/main/plugins/llm-application-dev/skills/prompt-engineering-patterns + tags: [prompts, engineering] + + - name: llm-evaluation + repo: wshobson/agents + path: plugins/llm-application-dev/skills/llm-evaluation + url: https://github.com/wshobson/agents/tree/main/plugins/llm-application-dev/skills/llm-evaluation + tags: [evaluation, testing] + + - name: langchain-architecture + repo: wshobson/agents + path: plugins/llm-application-dev/skills/langchain-architecture + url: https://github.com/wshobson/agents/tree/main/plugins/llm-application-dev/skills/langchain-architecture + tags: [langchain, architecture] + + # ========================================================================== + # OBSERVABILITY & MONITORING (wshobson/agents) + # ========================================================================== + observability: + - name: prometheus-configuration + repo: wshobson/agents + path: plugins/observability-monitoring/skills/prometheus-configuration + url: https://github.com/wshobson/agents/tree/main/plugins/observability-monitoring/skills/prometheus-configuration + tags: [prometheus, metrics] + + - name: grafana-dashboards + repo: wshobson/agents + path: plugins/observability-monitoring/skills/grafana-dashboards + url: https://github.com/wshobson/agents/tree/main/plugins/observability-monitoring/skills/grafana-dashboards + tags: [grafana, dashboards] + + - name: distributed-tracing + repo: wshobson/agents + path: plugins/observability-monitoring/skills/distributed-tracing + url: https://github.com/wshobson/agents/tree/main/plugins/observability-monitoring/skills/distributed-tracing + tags: [tracing, observability] + + - name: slo-implementation + repo: wshobson/agents + path: plugins/observability-monitoring/skills/slo-implementation + url: https://github.com/wshobson/agents/tree/main/plugins/observability-monitoring/skills/slo-implementation + tags: [slo, sre] + + # ========================================================================== + # SECURITY SCANNING (wshobson/agents) + # ========================================================================== + security: + - name: sast-configuration + repo: wshobson/agents + path: plugins/security-scanning/skills/sast-configuration + url: https://github.com/wshobson/agents/tree/main/plugins/security-scanning/skills/sast-configuration + tags: [sast, security] + + - name: threat-mitigation-mapping + repo: wshobson/agents + path: plugins/security-scanning/skills/threat-mitigation-mapping + url: https://github.com/wshobson/agents/tree/main/plugins/security-scanning/skills/threat-mitigation-mapping + tags: [threats, security] + + - name: security-requirement-extraction + repo: wshobson/agents + path: plugins/security-scanning/skills/security-requirement-extraction + url: https://github.com/wshobson/agents/tree/main/plugins/security-scanning/skills/security-requirement-extraction + tags: [requirements, security] + + # ========================================================================== + # LANGUAGE-SPECIFIC - PYTHON (wshobson + davila7) + # ========================================================================== + python: + - name: python-testing-patterns + repo: wshobson/agents + path: plugins/python-development/skills/python-testing-patterns + url: https://github.com/wshobson/agents/tree/main/plugins/python-development/skills/python-testing-patterns + tags: [python, testing] + + - name: python-performance-optimization + repo: wshobson/agents + path: plugins/python-development/skills/python-performance-optimization + url: https://github.com/wshobson/agents/tree/main/plugins/python-development/skills/python-performance-optimization + tags: [python, performance] + + - name: async-python-patterns + repo: wshobson/agents + path: plugins/python-development/skills/async-python-patterns + url: https://github.com/wshobson/agents/tree/main/plugins/python-development/skills/async-python-patterns + tags: [python, async] + + - name: python-packaging + repo: wshobson/agents + path: plugins/python-development/skills/python-packaging + url: https://github.com/wshobson/agents/tree/main/plugins/python-development/skills/python-packaging + tags: [python, packaging] + + - name: uv-package-manager + repo: wshobson/agents + path: plugins/python-development/skills/uv-package-manager + url: https://github.com/wshobson/agents/tree/main/plugins/python-development/skills/uv-package-manager + tags: [python, uv, packaging] + + # ========================================================================== + # LANGUAGE-SPECIFIC - JAVASCRIPT/TYPESCRIPT (wshobson) + # ========================================================================== + javascript-typescript: + - name: typescript-advanced-types + repo: wshobson/agents + path: plugins/javascript-typescript/skills/typescript-advanced-types + url: https://github.com/wshobson/agents/tree/main/plugins/javascript-typescript/skills/typescript-advanced-types + tags: [typescript, types] + + - name: nodejs-backend-patterns + repo: wshobson/agents + path: plugins/javascript-typescript/skills/nodejs-backend-patterns + url: https://github.com/wshobson/agents/tree/main/plugins/javascript-typescript/skills/nodejs-backend-patterns + tags: [nodejs, backend] + + - name: javascript-testing-patterns + repo: wshobson/agents + path: plugins/javascript-typescript/skills/javascript-testing-patterns + url: https://github.com/wshobson/agents/tree/main/plugins/javascript-typescript/skills/javascript-testing-patterns + tags: [javascript, testing] + + # ========================================================================== + # SYSTEMS PROGRAMMING (wshobson) + # ========================================================================== + systems: + - name: memory-safety-patterns + repo: wshobson/agents + path: plugins/systems-programming/skills/memory-safety-patterns + url: https://github.com/wshobson/agents/tree/main/plugins/systems-programming/skills/memory-safety-patterns + tags: [memory, safety, rust] + + - name: go-concurrency-patterns + repo: wshobson/agents + path: plugins/systems-programming/skills/go-concurrency-patterns + url: https://github.com/wshobson/agents/tree/main/plugins/systems-programming/skills/go-concurrency-patterns + tags: [go, concurrency] + + # ========================================================================== + # DOCUMENTATION GENERATION (wshobson) + # ========================================================================== + documentation: + - name: changelog-automation + repo: wshobson/agents + path: plugins/documentation-generation/skills/changelog-automation + url: https://github.com/wshobson/agents/tree/main/plugins/documentation-generation/skills/changelog-automation + tags: [changelog, automation] + + - name: architecture-decision-records + repo: wshobson/agents + path: plugins/documentation-generation/skills/architecture-decision-records + url: https://github.com/wshobson/agents/tree/main/plugins/documentation-generation/skills/architecture-decision-records + tags: [adr, architecture] + + - name: openapi-spec-generation + repo: wshobson/agents + path: plugins/documentation-generation/skills/openapi-spec-generation + url: https://github.com/wshobson/agents/tree/main/plugins/documentation-generation/skills/openapi-spec-generation + tags: [openapi, api-docs] + + # ========================================================================== + # DATABASE (wshobson + jeremylongshore) + # ========================================================================== + database: + - name: postgresql + repo: wshobson/agents + path: plugins/database-design/skills/postgresql + url: https://github.com/wshobson/agents/tree/main/plugins/database-design/skills/postgresql + tags: [postgresql, database] + + - name: postgres-schema-design + repo: davila7/claude-code-templates + path: cli-tool/components/skills/database/postgres-schema-design + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/database/postgres-schema-design/SKILL.MD + tags: [postgresql, schema] + + - name: database-diff-tool + repo: jeremylongshore/claude-code-plugins-plus-skills + path: plugins/database/database-diff-tool/skills/database-diff-tool + url: https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/main/plugins/database/database-diff-tool/skills/database-diff-tool + tags: [database, diff] + + - name: database-index-advisor + repo: jeremylongshore/claude-code-plugins-plus-skills + path: plugins/database/database-index-advisor/skills/database-index-advisor + url: https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/main/plugins/database/database-index-advisor/skills/database-index-advisor + tags: [database, indexing] + + - name: query-performance-analyzer + repo: jeremylongshore/claude-code-plugins-plus-skills + path: plugins/database/query-performance-analyzer/skills/query-performance-analyzer + url: https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/main/plugins/database/query-performance-analyzer/skills/query-performance-analyzer + tags: [database, performance] + + - name: database-health-monitor + repo: jeremylongshore/claude-code-plugins-plus-skills + path: plugins/database/database-health-monitor/skills/database-health-monitor + url: https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/main/plugins/database/database-health-monitor/skills/database-health-monitor + tags: [database, monitoring] + + # ========================================================================== + # SHELL & DEVELOPER ESSENTIALS (wshobson) + # ========================================================================== + developer-essentials: + - name: shellcheck-configuration + repo: wshobson/agents + path: plugins/shell-scripting/skills/shellcheck-configuration + url: https://github.com/wshobson/agents/tree/main/plugins/shell-scripting/skills/shellcheck-configuration + tags: [shell, linting] + + - name: bash-defensive-patterns + repo: wshobson/agents + path: plugins/shell-scripting/skills/bash-defensive-patterns + url: https://github.com/wshobson/agents/tree/main/plugins/shell-scripting/skills/bash-defensive-patterns + tags: [bash, patterns] + + - name: git-advanced-workflows + repo: wshobson/agents + path: plugins/developer-essentials/skills/git-advanced-workflows + url: https://github.com/wshobson/agents/tree/main/plugins/developer-essentials/skills/git-advanced-workflows + tags: [git, workflows] + + - name: debugging-strategies + repo: wshobson/agents + path: plugins/developer-essentials/skills/debugging-strategies + url: https://github.com/wshobson/agents/tree/main/plugins/developer-essentials/skills/debugging-strategies + tags: [debugging, strategies] + + - name: e2e-testing-patterns + repo: wshobson/agents + path: plugins/developer-essentials/skills/e2e-testing-patterns + url: https://github.com/wshobson/agents/tree/main/plugins/developer-essentials/skills/e2e-testing-patterns + tags: [e2e, testing] + + - name: error-handling-patterns + repo: wshobson/agents + path: plugins/developer-essentials/skills/error-handling-patterns + url: https://github.com/wshobson/agents/tree/main/plugins/developer-essentials/skills/error-handling-patterns + tags: [errors, patterns] + + - name: auth-implementation-patterns + repo: wshobson/agents + path: plugins/developer-essentials/skills/auth-implementation-patterns + url: https://github.com/wshobson/agents/tree/main/plugins/developer-essentials/skills/auth-implementation-patterns + tags: [auth, security] + + - name: sql-optimization-patterns + repo: wshobson/agents + path: plugins/developer-essentials/skills/sql-optimization-patterns + url: https://github.com/wshobson/agents/tree/main/plugins/developer-essentials/skills/sql-optimization-patterns + tags: [sql, optimization] + + - name: bazel-build-optimization + repo: wshobson/agents + path: plugins/developer-essentials/skills/bazel-build-optimization + url: https://github.com/wshobson/agents/tree/main/plugins/developer-essentials/skills/bazel-build-optimization + tags: [bazel, builds] + + # ========================================================================== + # N8N WORKFLOW AUTOMATION + # ========================================================================== + n8n: + - name: n8n-expression-syntax + repo: czlonkowski/n8n-skills + path: skills/n8n-expression-syntax + url: https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-expression-syntax + tags: [n8n, expressions] + + - name: n8n-workflow-patterns + repo: czlonkowski/n8n-skills + path: skills/n8n-workflow-patterns + url: https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-workflow-patterns + tags: [n8n, workflows] + + - name: n8n-validation-expert + repo: czlonkowski/n8n-skills + path: skills/n8n-validation-expert + url: https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-validation-expert + tags: [n8n, validation] + + - name: n8n-node-configuration + repo: czlonkowski/n8n-skills + path: skills/n8n-node-configuration + url: https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-node-configuration + tags: [n8n, configuration] + + - name: n8n-code-javascript + repo: czlonkowski/n8n-skills + path: skills/n8n-code-javascript + url: https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-code-javascript + tags: [n8n, javascript] + + - name: n8n-code-python + repo: czlonkowski/n8n-skills + path: skills/n8n-code-python + url: https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-code-python + tags: [n8n, python] + + - name: n8n-mcp-tools-expert + repo: czlonkowski/n8n-skills + path: skills/n8n-mcp-tools-expert + url: https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-mcp-tools-expert + tags: [n8n, mcp] + + # ========================================================================== + # CAUSAL ANALYSIS (pymc-labs/CausalPy) + # ========================================================================== + causal-analysis: + - name: loading-datasets + repo: pymc-labs/CausalPy + path: .claude/skills/loading-datasets + url: https://github.com/pymc-labs/CausalPy/tree/main/.claude/skills/loading-datasets + tags: [causal, datasets] + + - name: performing-causal-analysis + repo: pymc-labs/CausalPy + path: .claude/skills/performing-causal-analysis + url: https://github.com/pymc-labs/CausalPy/tree/main/.claude/skills/performing-causal-analysis + tags: [causal, analysis] + + - name: designing-experiments + repo: pymc-labs/CausalPy + path: .claude/skills/designing-experiments + url: https://github.com/pymc-labs/CausalPy/tree/main/.claude/skills/designing-experiments + tags: [experiments, design] + + - name: running-placebo-analysis + repo: pymc-labs/CausalPy + path: .claude/skills/running-placebo-analysis + url: https://github.com/pymc-labs/CausalPy/tree/main/.claude/skills/running-placebo-analysis + tags: [causal, placebo] + + - name: working-with-marimo + repo: pymc-labs/CausalPy + path: .claude/skills/working-with-marimo + url: https://github.com/pymc-labs/CausalPy/tree/main/.claude/skills/working-with-marimo + tags: [marimo, notebooks] + + # ========================================================================== + # RUST DEVELOPMENT (hashintel/hash + facet-rs/facet) + # ========================================================================== + rust: + - name: handling-rust-errors + repo: hashintel/hash + path: .claude/skills/handling-rust-errors + url: https://github.com/hashintel/hash/tree/main/.claude/skills/handling-rust-errors + tags: [rust, errors] + + - name: managing-cargo-dependencies + repo: hashintel/hash + path: .claude/skills/managing-cargo-dependencies + url: https://github.com/hashintel/hash/tree/main/.claude/skills/managing-cargo-dependencies + tags: [rust, cargo] + + - name: documenting-rust-code + repo: hashintel/hash + path: .claude/skills/documenting-rust-code + url: https://github.com/hashintel/hash/tree/main/.claude/skills/documenting-rust-code + tags: [rust, documentation] + + - name: exploring-rust-crates + repo: hashintel/hash + path: .claude/skills/exploring-rust-crates + url: https://github.com/hashintel/hash/tree/main/.claude/skills/exploring-rust-crates + tags: [rust, crates] + + - name: rust-error-stack + repo: hashintel/hash + path: .claude/skills/rust-error-stack + url: https://github.com/hashintel/hash/tree/main/.claude/skills/rust-error-stack + tags: [rust, error-stack] + + - name: rust-documentation + repo: hashintel/hash + path: .claude/skills/rust-documentation + url: https://github.com/hashintel/hash/tree/main/.claude/skills/rust-documentation + tags: [rust, docs] + + - name: profiling + repo: facet-rs/facet + path: .claude/skills/profiling + url: https://github.com/facet-rs/facet/tree/main/.claude/skills/profiling + tags: [rust, profiling] + + - name: benchmarking + repo: facet-rs/facet + path: .claude/skills/benchmarking + url: https://github.com/facet-rs/facet/tree/main/.claude/skills/benchmarking + tags: [rust, benchmarks] + + - name: debug-with-valgrind + repo: facet-rs/facet + path: .claude/skills/debug-with-valgrind + url: https://github.com/facet-rs/facet/tree/main/.claude/skills/debug-with-valgrind + tags: [rust, valgrind, debugging] + + - name: use-facet-crates + repo: facet-rs/facet + path: .claude/skills/use-facet-crates + url: https://github.com/facet-rs/facet/tree/main/.claude/skills/use-facet-crates + tags: [rust, facet] + + # ========================================================================== + # CRASH ANALYSIS & FORENSICS (gadievron/raptor) + # ========================================================================== + crash-analysis: + - name: rr-debugger + repo: gadievron/raptor + path: .claude/skills/crash-analysis/rr-debugger + url: https://github.com/gadievron/raptor/tree/main/.claude/skills/crash-analysis/rr-debugger + tags: [debugging, rr] + + - name: gcov-coverage + repo: gadievron/raptor + path: .claude/skills/crash-analysis/gcov-coverage + url: https://github.com/gadievron/raptor/tree/main/.claude/skills/crash-analysis/gcov-coverage + tags: [coverage, gcov] + + - name: function-tracing + repo: gadievron/raptor + path: .claude/skills/crash-analysis/function-tracing + url: https://github.com/gadievron/raptor/tree/main/.claude/skills/crash-analysis/function-tracing + tags: [tracing, debugging] + + - name: line-execution-checker + repo: gadievron/raptor + path: .claude/skills/crash-analysis/line-execution-checker + url: https://github.com/gadievron/raptor/tree/main/.claude/skills/crash-analysis/line-execution-checker + tags: [debugging, execution] + + oss-forensics: + - name: github-wayback-recovery + repo: gadievron/raptor + path: .claude/skills/oss-forensics/github-wayback-recovery + url: https://github.com/gadievron/raptor/tree/main/.claude/skills/oss-forensics/github-wayback-recovery + tags: [forensics, recovery] + + - name: github-evidence-kit + repo: gadievron/raptor + path: .claude/skills/oss-forensics/github-evidence-kit + url: https://github.com/gadievron/raptor/tree/main/.claude/skills/oss-forensics/github-evidence-kit + tags: [forensics, evidence] + + - name: github-commit-recovery + repo: gadievron/raptor + path: .claude/skills/oss-forensics/github-commit-recovery + url: https://github.com/gadievron/raptor/tree/main/.claude/skills/oss-forensics/github-commit-recovery + tags: [forensics, git, recovery] + + # ========================================================================== + # DEVELOPMENT ROLES (davila7) + # ========================================================================== + development-roles: + - name: senior-architect + repo: davila7/claude-code-templates + path: cli-tool/components/skills/development/senior-architect + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/development/senior-architect + tags: [architecture, senior] + + - name: senior-backend + repo: davila7/claude-code-templates + path: cli-tool/components/skills/development/senior-backend + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/development/senior-backend + tags: [backend, senior] + + - name: senior-fullstack + repo: davila7/claude-code-templates + path: cli-tool/components/skills/development/senior-fullstack + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/development/senior-fullstack + tags: [fullstack, senior] + + - name: senior-devops + repo: davila7/claude-code-templates + path: cli-tool/components/skills/development/senior-devops + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/development/senior-devops + tags: [devops, senior] + + - name: senior-security + repo: davila7/claude-code-templates + path: cli-tool/components/skills/development/senior-security + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/development/senior-security + tags: [security, senior] + + - name: senior-secops + repo: davila7/claude-code-templates + path: cli-tool/components/skills/development/senior-secops + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/development/senior-secops + tags: [secops, senior] + + - name: senior-qa + repo: davila7/claude-code-templates + path: cli-tool/components/skills/development/senior-qa + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/development/senior-qa + tags: [qa, senior] + + - name: senior-ml-engineer + repo: davila7/claude-code-templates + path: cli-tool/components/skills/development/senior-ml-engineer + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/development/senior-ml-engineer + tags: [ml, senior] + + - name: senior-prompt-engineer + repo: davila7/claude-code-templates + path: cli-tool/components/skills/development/senior-prompt-engineer + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/development/senior-prompt-engineer + tags: [prompts, senior] + + # ========================================================================== + # BUSINESS & MARKETING (davila7) + # ========================================================================== + business-marketing: + - name: content-creator + repo: davila7/claude-code-templates + path: cli-tool/components/skills/business-marketing/content-creator + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/business-marketing/content-creator + tags: [content, marketing] + + - name: marketing-strategy-pmm + repo: davila7/claude-code-templates + path: cli-tool/components/skills/business-marketing/marketing-strategy-pmm + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/business-marketing/marketing-strategy-pmm + tags: [marketing, strategy] + + - name: marketing-demand-acquisition + repo: davila7/claude-code-templates + path: cli-tool/components/skills/business-marketing/marketing-demand-acquisition + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/business-marketing/marketing-demand-acquisition + tags: [marketing, demand-gen] + + - name: cto-advisor + repo: davila7/claude-code-templates + path: cli-tool/components/skills/business-marketing/cto-advisor + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/business-marketing/cto-advisor + tags: [leadership, advisory] + + - name: product-strategist + repo: davila7/claude-code-templates + path: cli-tool/components/skills/business-marketing/product-strategist + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/business-marketing/product-strategist + tags: [product, strategy] + + - name: product-manager-toolkit + repo: davila7/claude-code-templates + path: cli-tool/components/skills/business-marketing/product-manager-toolkit + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/business-marketing/product-manager-toolkit + tags: [product, management] + + - name: agile-product-owner + repo: davila7/claude-code-templates + path: cli-tool/components/skills/business-marketing/agile-product-owner + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/business-marketing/agile-product-owner + tags: [agile, product] + + - name: lead-research-assistant + repo: davila7/claude-code-templates + path: cli-tool/components/skills/business-marketing/lead-research-assistant + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/business-marketing/lead-research-assistant + tags: [research, leads] + + - name: seo-optimizer + repo: davila7/claude-code-templates + path: cli-tool/components/skills/business-marketing/seo-optimizer + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/business-marketing/seo-optimizer + tags: [seo, marketing] + + - name: content-research-writer + repo: davila7/claude-code-templates + path: cli-tool/components/skills/business-marketing/content-research-writer + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/business-marketing/content-research-writer + tags: [content, research] + + # ========================================================================== + # COMPLIANCE & ENTERPRISE (davila7) + # ========================================================================== + compliance: + - name: gdpr-dsgvo-expert + repo: davila7/claude-code-templates + path: cli-tool/components/skills/enterprise-communication/gdpr-dsgvo-expert + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/enterprise-communication/gdpr-dsgvo-expert + tags: [gdpr, compliance] + + - name: information-security-manager-iso27001 + repo: davila7/claude-code-templates + path: cli-tool/components/skills/enterprise-communication/information-security-manager-iso27001 + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/enterprise-communication/information-security-manager-iso27001 + tags: [iso27001, security] + + - name: isms-audit-expert + repo: davila7/claude-code-templates + path: cli-tool/components/skills/enterprise-communication/isms-audit-expert + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/enterprise-communication/isms-audit-expert + tags: [isms, audit] + + - name: quality-documentation-manager + repo: davila7/claude-code-templates + path: cli-tool/components/skills/enterprise-communication/quality-documentation-manager + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/enterprise-communication/quality-documentation-manager + tags: [quality, documentation] + + - name: capa-officer + repo: davila7/claude-code-templates + path: cli-tool/components/skills/enterprise-communication/capa-officer + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/enterprise-communication/capa-officer + tags: [capa, quality] + + - name: data-privacy-compliance + repo: davila7/claude-code-templates + path: cli-tool/components/skills/enterprise-communication/data-privacy-compliance + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/enterprise-communication/data-privacy-compliance + tags: [privacy, compliance] + + - name: security-compliance + repo: davila7/claude-code-templates + path: cli-tool/components/skills/development/security-compliance + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/development/security-compliance + tags: [security, compliance] + + - name: gdpr-data-handling + repo: wshobson/agents + path: plugins/hr-legal-compliance/skills/gdpr-data-handling + url: https://github.com/wshobson/agents/tree/main/plugins/hr-legal-compliance/skills/gdpr-data-handling + tags: [gdpr, data] + + - name: employment-contract-templates + repo: wshobson/agents + path: plugins/hr-legal-compliance/skills/employment-contract-templates + url: https://github.com/wshobson/agents/tree/main/plugins/hr-legal-compliance/skills/employment-contract-templates + tags: [hr, contracts] + + # ========================================================================== + # CREATIVE & DESIGN (davila7) + # ========================================================================== + creative-design: + - name: ux-researcher-designer + repo: davila7/claude-code-templates + path: cli-tool/components/skills/creative-design/ux-researcher-designer + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/creative-design/ux-researcher-designer + tags: [ux, research, design] + + - name: ui-design-system + repo: davila7/claude-code-templates + path: cli-tool/components/skills/creative-design/ui-design-system + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/creative-design/ui-design-system + tags: [ui, design-system] + + - name: accessibility-auditor + repo: davila7/claude-code-templates + path: cli-tool/components/skills/creative-design/accessibility-auditor + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/creative-design/accessibility-auditor + tags: [accessibility, audit] + + - name: executing-marketing-campaigns + repo: davila7/claude-code-templates + path: cli-tool/components/skills/creative-design/executing-marketing-campaigns + url: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/creative-design/executing-marketing-campaigns + tags: [marketing, campaigns] + + # ========================================================================== + # INDIVIDUAL PROJECT SKILLS + # ========================================================================== + project-specific: + # LangChain + - name: arxiv-search + repo: langchain-ai/deepagents + path: libs/deepagents-cli/examples/skills/arxiv-search + url: https://github.com/langchain-ai/deepagents/tree/master/libs/deepagents-cli/examples/skills/arxiv-search + tags: [research, arxiv] + + - name: langgraph-docs + repo: langchain-ai/deepagents + path: libs/deepagents-cli/examples/skills/langgraph-docs + url: https://github.com/langchain-ai/deepagents/tree/master/libs/deepagents-cli/examples/skills/langgraph-docs + tags: [langgraph, documentation] + + - name: web-research + repo: langchain-ai/deepagents + path: libs/deepagents-cli/examples/skills/web-research + url: https://github.com/langchain-ai/deepagents/tree/master/libs/deepagents-cli/examples/skills/web-research + tags: [research, web] + + # Individual contributors + - name: llm-docs-optimizer + repo: alonw0/llm-docs-optimizer + path: skills/llm-docs-optimizer + url: https://github.com/alonw0/llm-docs-optimizer/skills/llm-docs-optimizer + tags: [documentation, optimization] + + - name: context7 + repo: vm-wylbur/pb-dotfiles + path: ai/claude-code/skills/context7 + url: https://github.com/vm-wylbur/pb-dotfiles/ai/claude-code/skills/context7 + tags: [context, mcp] + + - name: browser-extension-developer + repo: yamadashy/repomix + path: .claude/skills/browser-extension-developer + url: https://github.com/yamadashy/repomix/tree/main/.claude/skills/browser-extension-developer + tags: [browser, extensions] + + - name: lint-fixer + repo: yamadashy/repomix + path: .claude/skills/lint-fixer + url: https://github.com/yamadashy/repomix/tree/main/.claude/skills/lint-fixer + tags: [linting, fixes] + + - name: redteam-plugin-development + repo: promptfoo/promptfoo + path: .claude/skills/redteam-plugin-development + url: https://github.com/promptfoo/promptfoo/tree/main/.claude/skills/redteam-plugin-development/skill.md + tags: [security, redteam] + + - name: flow-nexus-neural + repo: ruvnet/claude-flow + path: .claude/skills/flow-nexus-neural + url: https://github.com/ruvnet/claude-flow/tree/main/.claude/skills/flow-nexus-neural + tags: [neural, flow] + + - name: beads + repo: steveyegge/beads + path: skills/beads + url: https://github.com/steveyegge/beads/tree/main/skills/beads + tags: [beads, patterns] + + - name: playwright-skill + repo: lackeyjb/playwright-skill + path: skills/playwright-skill + url: https://github.com/lackeyjb/playwright-skill/tree/main/skills/playwright-skill + tags: [playwright, testing] + + - name: prompt-improver + repo: severity1/claude-code-prompt-improver + path: skills/prompt-improver + url: https://github.com/severity1/claude-code-prompt-improver/tree/main/skills/prompt-improver + tags: [prompts, improvement] + + # PyTorch/OpenAI + - name: pytorch-skill-writer + repo: pytorch/pytorch + path: .claude/skills/skill-writer + url: https://github.com/pytorch/pytorch/tree/main/.claude/skills/skill-writer + tags: [pytorch, meta] + + - name: codex-skill-creator + repo: openai/codex + path: codex-rs/core/src/skills/assets/samples/skill-creator + url: https://github.com/openai/codex/tree/main/codex-rs/core/src/skills/assets/samples/skill-creator + tags: [codex, meta] + + - name: codex-plan + repo: openai/codex + path: codex-rs/core/src/skills/assets/samples/plan + url: https://github.com/openai/codex/tree/main/codex-rs/core/src/skills/assets/samples/plan + tags: [codex, planning] + + # ========================================================================== + # CURATED LIST DISCOVERIES (from awesome-claude-skills) + # ========================================================================== + curated-discoveries: + # Document/Media Processing + - name: claude-epub-skill + repo: smerchek/claude-epub-skill + url: https://github.com/smerchek/claude-epub-skill + tags: [epub, documents, conversion] + notes: Markdown to EPUB converter + + - name: csv-data-summarizer + repo: coffeefuelbump/csv-data-summarizer-claude-skill + url: https://github.com/coffeefuelbump/csv-data-summarizer-claude-skill + tags: [csv, data, analysis] + notes: Auto-analyze CSV files with visualizations + + # Development Tools + - name: aws-skills + repo: zxkane/aws-skills + url: https://github.com/zxkane/aws-skills + tags: [aws, cdk, serverless] + notes: AWS development with CDK best practices + + - name: ios-simulator-skill + repo: conorluddy/ios-simulator-skill + url: https://github.com/conorluddy/ios-simulator-skill + tags: [ios, mobile, testing] + notes: iOS Simulator interaction (FILLS MOBILE GAP) + + - name: d3js-skill + repo: chrisvoncsefalvay/claude-d3js-skill + url: https://github.com/chrisvoncsefalvay/claude-d3js-skill + tags: [d3js, visualization] + notes: D3.js chart generation + + - name: move-code-quality + repo: 1NickPappas/move-code-quality-skill + url: https://github.com/1NickPappas/move-code-quality-skill + tags: [move, blockchain, quality] + notes: Move language code quality + + - name: pypict-skill + repo: omkamal/pypict-claude-skill + url: https://github.com/omkamal/pypict-claude-skill + tags: [testing, pict, combinatorial] + notes: PICT test case design + + - name: skill-seekers + repo: yusufkaraaslan/Skill_Seekers + url: https://github.com/yusufkaraaslan/Skill_Seekers + tags: [meta, documentation, converter] + notes: Documentation to skills converter + + - name: web-asset-generator + repo: alonw0/web-asset-generator + url: https://github.com/alonw0/web-asset-generator + tags: [web, assets, favicons] + notes: Generate favicons and app icons + + # Security & Forensics + - name: ffuf-web-fuzzing + repo: jthack/ffuf_claude_skill + url: https://github.com/jthack/ffuf_claude_skill + tags: [security, fuzzing, pentesting] + notes: FFUF web fuzzer integration + + - name: sigma-threat-hunting + repo: jthack/threat-hunting-with-sigma-rules-skill + url: https://github.com/jthack/threat-hunting-with-sigma-rules-skill + tags: [security, sigma, threat-hunting] + notes: Sigma detection rules + + # NeoLabHQ Context Engineering Kit + - name: neolab-prompt-engineering + repo: NeoLabHQ/context-engineering-kit + path: plugins/customaize-agent/skills/prompt-engineering + url: https://github.com/NeoLabHQ/context-engineering-kit/tree/master/plugins/customaize-agent/skills/prompt-engineering + tags: [prompts, engineering] + notes: Prompt engineering patterns + + - name: neolab-software-architecture + repo: NeoLabHQ/context-engineering-kit + path: plugins/ddd/skills/software-architecture + url: https://github.com/NeoLabHQ/context-engineering-kit/tree/master/plugins/ddd/skills/software-architecture + tags: [architecture, clean-architecture, solid] + notes: Clean Architecture and SOLID + + - name: neolab-subagent-driven-dev + repo: NeoLabHQ/context-engineering-kit + path: plugins/sadd/skills/subagent-driven-development + url: https://github.com/NeoLabHQ/context-engineering-kit/tree/master/plugins/sadd/skills/subagent-driven-development + tags: [subagents, development] + notes: Subagent-driven development + + - name: neolab-kaizen + repo: NeoLabHQ/context-engineering-kit + path: plugins/kaizen/skills/kaizen + url: https://github.com/NeoLabHQ/context-engineering-kit/tree/master/plugins/kaizen/skills/kaizen + tags: [kaizen, methodology] + notes: Continuous improvement methodology + + # Communication & Research + - name: notebooklm-skill + repo: PleasePrompto/notebooklm-skill + url: https://github.com/PleasePrompto/notebooklm-skill + tags: [notebooklm, research] + notes: NotebookLM integration + + - name: family-history-research + repo: emaynard/claude-family-history-research-skill + url: https://github.com/emaynard/claude-family-history-research-skill + tags: [genealogy, research] + notes: Family history/genealogy research + + # Tapestry Skills Suite + - name: tapestry + repo: michalparkola/tapestry-skills-for-claude-code + path: tapestry + url: https://github.com/michalparkola/tapestry-skills-for-claude-code/tree/main/tapestry + tags: [knowledge, documents] + notes: Interlink documents into knowledge networks + + - name: ship-learn-next + repo: michalparkola/tapestry-skills-for-claude-code + path: ship-learn-next + url: https://github.com/michalparkola/tapestry-skills-for-claude-code/tree/main/ship-learn-next + tags: [iteration, learning] + notes: Build/learn iteration based on feedback + + - name: article-extractor + repo: michalparkola/tapestry-skills-for-claude-code + path: article-extractor + url: https://github.com/michalparkola/tapestry-skills-for-claude-code/tree/main/article-extractor + tags: [extraction, web] + notes: Extract article text from web pages + + - name: youtube-transcript + repo: michalparkola/tapestry-skills-for-claude-code + path: youtube-transcript + url: https://github.com/michalparkola/tapestry-skills-for-claude-code/tree/main/youtube-transcript + tags: [youtube, transcripts] + notes: Fetch YouTube video transcripts + + # Engineering Workflow (mhattingpete) + - name: git-pushing + repo: mhattingpete/claude-skills-marketplace + path: engineering-workflow-plugin/skills/git-pushing + url: https://github.com/mhattingpete/claude-skills-marketplace/tree/main/engineering-workflow-plugin/skills/git-pushing + tags: [git, workflow] + notes: Automate git operations + + - name: review-implementing + repo: mhattingpete/claude-skills-marketplace + path: engineering-workflow-plugin/skills/review-implementing + url: https://github.com/mhattingpete/claude-skills-marketplace/tree/main/engineering-workflow-plugin/skills/review-implementing + tags: [review, implementation] + notes: Code review and implementation + + - name: test-fixing + repo: mhattingpete/claude-skills-marketplace + path: engineering-workflow-plugin/skills/test-fixing + url: https://github.com/mhattingpete/claude-skills-marketplace/tree/main/engineering-workflow-plugin/skills/test-fixing + tags: [testing, fixes] + notes: Detect and fix failing tests + + # Forensics Suite (mhattingpete) + - name: computer-forensics + repo: mhattingpete/claude-skills-marketplace + path: computer-forensics-skills/skills/computer-forensics + url: https://github.com/mhattingpete/claude-skills-marketplace/tree/main/computer-forensics-skills/skills/computer-forensics + tags: [forensics, investigation] + notes: Digital forensics analysis + + - name: file-deletion + repo: mhattingpete/claude-skills-marketplace + path: computer-forensics-skills/skills/file-deletion + url: https://github.com/mhattingpete/claude-skills-marketplace/tree/main/computer-forensics-skills/skills/file-deletion + tags: [forensics, data-sanitization] + notes: Secure file deletion methods + + - name: metadata-extraction + repo: mhattingpete/claude-skills-marketplace + path: computer-forensics-skills/skills/metadata-extraction + url: https://github.com/mhattingpete/claude-skills-marketplace/tree/main/computer-forensics-skills/skills/metadata-extraction + tags: [forensics, metadata] + notes: File metadata extraction + + # n8n Skills + - name: n8n-skills + repo: haunchen/n8n-skills + url: https://github.com/haunchen/n8n-skills + tags: [n8n, workflow, automation] + notes: Alternative n8n skills + + # ========================================================================== + # AI RESEARCH SKILLS (zechenzhangAGI/AI-research-SKILLs) + # ========================================================================== + ai-research: + - name: model-architecture + repo: zechenzhangAGI/AI-research-SKILLs + path: 01-model-architecture + url: https://github.com/zechenzhangAGI/AI-research-SKILLs/tree/main/01-model-architecture + tags: [ai-research, architecture, transformers] + + - name: tokenization + repo: zechenzhangAGI/AI-research-SKILLs + path: 02-tokenization + url: https://github.com/zechenzhangAGI/AI-research-SKILLs/tree/main/02-tokenization + tags: [ai-research, tokenization, nlp] + + - name: fine-tuning + repo: zechenzhangAGI/AI-research-SKILLs + path: 03-fine-tuning + url: https://github.com/zechenzhangAGI/AI-research-SKILLs/tree/main/03-fine-tuning + tags: [ai-research, fine-tuning, training] + + - name: mechanistic-interpretability + repo: zechenzhangAGI/AI-research-SKILLs + path: 04-mechanistic-interpretability + url: https://github.com/zechenzhangAGI/AI-research-SKILLs/tree/main/04-mechanistic-interpretability + tags: [ai-research, interpretability, safety] + + - name: data-processing + repo: zechenzhangAGI/AI-research-SKILLs + path: 05-data-processing + url: https://github.com/zechenzhangAGI/AI-research-SKILLs/tree/main/05-data-processing + tags: [ai-research, data, preprocessing] + + - name: post-training + repo: zechenzhangAGI/AI-research-SKILLs + path: 06-post-training + url: https://github.com/zechenzhangAGI/AI-research-SKILLs/tree/main/06-post-training + tags: [ai-research, rlhf, alignment] + + - name: safety-alignment + repo: zechenzhangAGI/AI-research-SKILLs + path: 07-safety-alignment + url: https://github.com/zechenzhangAGI/AI-research-SKILLs/tree/main/07-safety-alignment + tags: [ai-research, safety, alignment] + + - name: distributed-training + repo: zechenzhangAGI/AI-research-SKILLs + path: 08-distributed-training + url: https://github.com/zechenzhangAGI/AI-research-SKILLs/tree/main/08-distributed-training + tags: [ai-research, distributed, training] + + - name: ai-infrastructure + repo: zechenzhangAGI/AI-research-SKILLs + path: 09-infrastructure + url: https://github.com/zechenzhangAGI/AI-research-SKILLs/tree/main/09-infrastructure + tags: [ai-research, infrastructure, gpu] + + - name: ai-optimization + repo: zechenzhangAGI/AI-research-SKILLs + path: 10-optimization + url: https://github.com/zechenzhangAGI/AI-research-SKILLs/tree/main/10-optimization + tags: [ai-research, optimization, efficiency] + + - name: ai-evaluation + repo: zechenzhangAGI/AI-research-SKILLs + path: 11-evaluation + url: https://github.com/zechenzhangAGI/AI-research-SKILLs/tree/main/11-evaluation + tags: [ai-research, evaluation, benchmarks] + + - name: inference-serving + repo: zechenzhangAGI/AI-research-SKILLs + path: 12-inference-serving + url: https://github.com/zechenzhangAGI/AI-research-SKILLs/tree/main/12-inference-serving + tags: [ai-research, inference, serving] + + - name: ai-mlops + repo: zechenzhangAGI/AI-research-SKILLs + path: 13-mlops + url: https://github.com/zechenzhangAGI/AI-research-SKILLs/tree/main/13-mlops + tags: [ai-research, mlops, deployment] + + - name: ai-agents + repo: zechenzhangAGI/AI-research-SKILLs + path: 14-agents + url: https://github.com/zechenzhangAGI/AI-research-SKILLs/tree/main/14-agents + tags: [ai-research, agents, tooling] + + - name: ai-rag + repo: zechenzhangAGI/AI-research-SKILLs + path: 15-rag + url: https://github.com/zechenzhangAGI/AI-research-SKILLs/tree/main/15-rag + tags: [ai-research, rag, retrieval] + + - name: ai-prompt-engineering + repo: zechenzhangAGI/AI-research-SKILLs + path: 16-prompt-engineering + url: https://github.com/zechenzhangAGI/AI-research-SKILLs/tree/main/16-prompt-engineering + tags: [ai-research, prompts, engineering] + + - name: ai-observability + repo: zechenzhangAGI/AI-research-SKILLs + path: 17-observability + url: https://github.com/zechenzhangAGI/AI-research-SKILLs/tree/main/17-observability + tags: [ai-research, observability, monitoring] + + - name: multimodal + repo: zechenzhangAGI/AI-research-SKILLs + path: 18-multimodal + url: https://github.com/zechenzhangAGI/AI-research-SKILLs/tree/main/18-multimodal + tags: [ai-research, multimodal, vision] + + - name: emerging-techniques + repo: zechenzhangAGI/AI-research-SKILLs + path: 19-emerging-techniques + url: https://github.com/zechenzhangAGI/AI-research-SKILLs/tree/main/19-emerging-techniques + tags: [ai-research, emerging, experimental] + + # ========================================================================== + # LANGUAGE-SPECIFIC - ELIXIR + # ========================================================================== + elixir: + - name: elixir-architect + repo: maxim-ist/elixir-architect + path: skills/elixir-architect + url: https://github.com/maxim-ist/elixir-architect/tree/main/skills/elixir-architect + tags: [elixir, architecture, otp] + + # ========================================================================== + # LANGUAGE-SPECIFIC - LEAN4 (Theorem Proving) + # ========================================================================== + lean4: + - name: lean4-theorem-proving + repo: cameronfreer/lean4-skills + path: plugins/lean4-theorem-proving + url: https://github.com/cameronfreer/lean4-skills/tree/main/plugins/lean4-theorem-proving + tags: [lean4, theorem-proving, formal-verification] + + - name: lean4-memories + repo: cameronfreer/lean4-skills + path: plugins/lean4-memories + url: https://github.com/cameronfreer/lean4-skills/tree/main/plugins/lean4-memories + tags: [lean4, memory, context] + + - name: lean4-subagents + repo: cameronfreer/lean4-skills + path: plugins/lean4-subagents + url: https://github.com/cameronfreer/lean4-skills/tree/main/plugins/lean4-subagents + tags: [lean4, subagents, orchestration] + + # ========================================================================== + # HASHINTEL ADDITIONAL SKILLS + # ========================================================================== + hashintel-extended: + - name: ark-ui + repo: hashintel/hash + path: .claude/skills/ark-ui + url: https://github.com/hashintel/hash/tree/main/.claude/skills/ark-ui + tags: [ui, components, ark] + + - name: mastra + repo: hashintel/hash + path: .claude/skills/mastra + url: https://github.com/hashintel/hash/tree/main/.claude/skills/mastra + tags: [mastra, framework] + + - name: panda-css + repo: hashintel/hash + path: .claude/skills/panda-css + url: https://github.com/hashintel/hash/tree/main/.claude/skills/panda-css + tags: [css, styling, panda] + + - name: zod + repo: hashintel/hash + path: .claude/skills/zod + url: https://github.com/hashintel/hash/tree/main/.claude/skills/zod + tags: [zod, validation, typescript] + + - name: managing-git-workflow + repo: hashintel/hash + path: .claude/skills/managing-git-workflow + url: https://github.com/hashintel/hash/tree/main/.claude/skills/managing-git-workflow + tags: [git, workflow] + + - name: testing-hashql + repo: hashintel/hash + path: .claude/skills/testing-hashql + url: https://github.com/hashintel/hash/tree/main/.claude/skills/testing-hashql + tags: [hashql, testing] + + - name: writing-hashql-diagnostics + repo: hashintel/hash + path: .claude/skills/writing-hashql-diagnostics + url: https://github.com/hashintel/hash/tree/main/.claude/skills/writing-hashql-diagnostics + tags: [hashql, diagnostics] + + - name: writing-hashql-jexpr + repo: hashintel/hash + path: .claude/skills/writing-hashql-jexpr + url: https://github.com/hashintel/hash/tree/main/.claude/skills/writing-hashql-jexpr + tags: [hashql, expressions] + + # ========================================================================== + # FACET-RS ADDITIONAL SKILLS + # ========================================================================== + facet-extended: + - name: reproduce-reduce-regress + repo: facet-rs/facet + path: .claude/skills/reproduce-reduce-regress + url: https://github.com/facet-rs/facet/tree/main/.claude/skills/reproduce-reduce-regress + tags: [debugging, methodology, regression] + + - name: windbg-jit + repo: facet-rs/facet + path: .claude/skills/windbg-jit.md + url: https://github.com/facet-rs/facet/tree/main/.claude/skills/windbg-jit.md + tags: [debugging, windows, windbg] + +# URLs pending processing (all categorized above) +urls: []