hmdb-database
Access Human Metabolome Database (220K+ metabolites). Search by name/ID/structure, retrieve chemical properties, biomarker data, NMR/MS spectra, pathways, for metabolomics and identification.
complexity-assessment
AI-based complexity assessment for task analysis. Use when determining the appropriate workflow, phases, and validation depth for a task.
compaction-detector
Detect Claude Code context compaction events in session JSONL logs. Identifies compaction boundaries, measures token delta before/after, reports compaction events with timestamps and token impact.
comprehensive-unit-testing-with-pytest
Aims for high test coverage using pytest, testing both common and edge cases.
configuration-management
Configuration management techniques
consensus-voting
Byzantine consensus voting for multi-agent decision making. Implements voting protocols, conflict resolution, and agreement algorithms for reaching consensus among multiple agents.
container-expert
Container orchestration expert including Docker, Kubernetes, Helm, and service mesh
containerization-rules
Rules for creating and maintaining Dockerfiles.
histolab
Lightweight WSI tile extraction and preprocessing. Use for basic slide processing tissue detection, tile extraction, stain normalization for H&E images. Best for simple pipelines, dataset preparation, quick tile-based analysis. For advanced spatial proteomics, multiplexed imaging, or deep learning pipelines use pathml.
content-analyzer
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content-security-scan
Automated security scanner for external skill/agent content fetched from GitHub or web sources. Runs a 7-step PASS/FAIL security gate against fetched markdown/text content.
context-attribution
Estimate per-turn token attribution across 6 categories in Claude Code sessions to show where context budget is spent
context-compressor
Compress large context before reasoning to reduce token usage while preserving evidence. Use this whenever the user mentions huge files, long prompts, RAG payloads, prompt caching, expensive sessions, codebase context, chat history compaction, or wants the same answer quality with fewer tokens.
skill-creator
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.
context-degradation
Token-range severity zones (Green/Yellow/Orange/Red/Critical) with detection checklist, early warning indicators, and corrective routing actions for context window degradation
context-driven-development
Context-Driven Development methodology - treating project context as managed artifacts alongside code for consistent AI interactions and team alignment.
cpp
C++ coding standards and best practices.
creation-feasibility-gate
Validate whether a proposed new artifact is feasible in the current stack before creator workflows run.
cron-decision
Decision framework for agents to determine WHEN and WHETHER to use Claude Code's native cron scheduler (CronCreate/CronList/CronDelete) vs OS cron, GitHub Actions, or simple Task() delegation.
cron-runner
Background orchestrator that drains the system-wide cron-actions-queue.jsonl queue safely, preventing LLM context pollution in the primary router.
data-expert
Data processing expert including parsing, transformation, and validation
database-architect
Database design and optimization specialist. Schema design, query optimization, indexing strategies, data modeling, and migration planning for relational and NoSQL databases.
database-expert
Database expert including Prisma, Supabase, SQL, and NoSQL patterns
restcontroller-conventions
Specifies standards for RestController classes, including API route mappings, HTTP method annotations, dependency injection, and error handling with ApiResponse and GlobalExceptionHandler.
response-rater
Rates responses and plans against quality rubrics. Used for plan validation, response quality audits, and multi-agent consensus.
research-synthesis
Research best practices and synthesize into design decisions for artifact creation. Invoke BEFORE any creator skill to ensure research-backed decisions.
regulatory-compliance
Validate systems and processes against GDPR/CCPA privacy regulations, privacy-by-design principles, ADA/WCAG accessibility standards, data processing agreements (DPAs), and provide compliance checklists with regulatory change monitoring guidance.
reddit-researcher
Search and read public Reddit posts, subreddits, and comments via the unauthenticated JSON API. Safe read-only access with SSRF-prevention hostname allowlist.
recovery
Workflow recovery protocol for resuming workflows after context loss, session interruption, or errors. Handles state reconstruction, artifact recovery, and seamless workflow continuation.
recommend-evolution
Detect capability gaps and record standardized evolution recommendations.
readme
Use when creating, updating, or generating README and documentation files for projects and libraries
react-native-skills-vercel
React Native and Expo best practices for building performant mobile apps. Use
react-expert
React ecosystem expert including hooks, state management, component patterns, React 19 features, Shadcn UI, and Radix primitives
react-best-practices-vercel
React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.
ralph-loop
Autonomous iteration loop with dual-mode support. Standalone mode uses Stop hooks (RALPH_ACTIVE=1). Multi-agent mode uses router-managed iteration. Never traps the host/router session.
python-backend-expert
Python backend expert including Django, FastAPI, Flask, SQLAlchemy, and async patterns
protocol-reverse-engineering
Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing network traffic, understanding proprietary protocols, or debugging network communication.
property-based-testing
fast-check patterns for JS/TS — 6 canonical property categories with worked examples targeting agent-studio utilities (path normalization, safe-json, glob-to-regex, routing logic)
project-stage-detection
Detect project maturity stage (new/early/mid/mature) from file structure and route to appropriate onboarding workflow
project-onboarding
Guided project onboarding for new codebases. Helps agents understand project structure, build systems, test commands, and development workflows by creating persistent knowledge memories.
project-analyzer
Automated brownfield codebase analysis. Detects project type, frameworks, dependencies, architecture patterns, and generates comprehensive project profile. Essential for Conductor integration and onboarding existing projects.
proactive-audit
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prioritize-python-3-10-features
Prioritizes the use of new features available in Python 3.12 and later versions.
prd-generator
Generate structured Product Requirements Documents using hypothesis-driven methodology with Implementation Phases tracking.
pptx
PowerPoint presentation generation using python-pptx. Create slides from Claude output, data analysis, or structured content. Covers slide templates, shapes, charts, tables, and themed presentations. Use for generating .pptx files programmatically.
powershell-expert
PowerShell 7+ scripting and Windows system administration -- cross-platform automation, secure credential handling, Pester testing, DSC, and JEA patterns.
postmortem-writing
Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem documents, or improving incident response processes.
planning-with-files
Manus-style file-based planning for complex tasks. Use task_plan.md, findings.md, and progress.md to maintain persistent context. Use for multi-step tasks, research, or work spanning many tool calls.
plan-quality-verifier
Verifies implementation plan quality across 8 dimensions (requirement-coverage, task-completeness, dependency-validity, scope-sanity, artifact-wiring, risk-assessment, testability, estimation-quality) and returns pass/fail with per-dimension scores.
plan-generator
Creates structured plans from requirements. Generates comprehensive plans with steps, dependencies, risks, and success criteria. Coordinates with specialist agents for planning input and validates plan completeness. Uses template-renderer for formatted output.
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