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scope-appropriate-architecture
scope-appropriate-architecture
Right-sizes architecture to project scope. Prevents over-engineering by classifying projects into 6 tiers and constraining pattern choices accordingly. Use…
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pr-report
pr-report
Review a pull request or contribution deeply, explain it tutorial-style for a maintainer, and produce a polished report artifact such as HTML or Markdown. Use when asked to analyze a PR, explain a contributor's design decisions, compare it with similar systems, or prepare a merge recommendation.
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quality-documentation-manager
quality-documentation-manager
Document control system management for medical device QMS. Covers document numbering, version control, change management, and 21 CFR Part 11 compliance. Use for document control procedures, change control workflow, document numbering, version management, electronic signature compliance, or regulatory documentation review.
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agent-designer
agent-designer
Designs multi-agent system architectures with orchestration patterns, tool schemas, and performance evaluation. Use when building AI agent systems, designing agent workflows, creating tool schemas, or evaluating agent performance.
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agent-architecture-analysis
agent-architecture-analysis
Use when auditing an agent codebase against the 12-Factor Agents methodology, reviewing LLM-powered system architecture, or assessing agentic app compliance.…
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adversarial-review
adversarial-review
Adversarial code review using the opposite model. Spawns 1–3 reviewers on the opposing model (Claude spawns Codex, Codex spawns Claude) to challenge work from distinct critical lenses. Triggers: "adversarial review".
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rust-unsafe
rust-unsafe
Rust unsafe code skill for systems programming. Use when writing or reviewing unsafe Rust, understanding what operations require unsafe, implementing safe…
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review
review
Review orchestrator: assess your application and recommend the right combination of design, security, privacy, compliance, resilience, performance, SEO, and…
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tech-stack-evaluator
tech-stack-evaluator
Technology stack evaluation and comparison with TCO analysis, security assessment, and ecosystem health scoring. Use when comparing frameworks, evaluating technology stacks, calculating total cost of ownership, assessing migration paths, or analyzing ecosystem viability.
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risk-management-specialist
risk-management-specialist
Medical device risk management specialist implementing ISO 14971 throughout product lifecycle. Provides risk analysis, risk evaluation, risk control, and post-production information analysis.
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github-agentic-workflows
github-agentic-workflows
Authors, reviews, installs, and debugs GitHub Agentic Workflows in repositories, including workflow markdown, frontmatter, gh aw compile and run flows, safe…
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skill-writing-best-practices
skill-writing-best-practices
Guidelines for creating AI agent skills. Use when writing new skills, documenting coding patterns, or reviewing skill files. Triggers when creating or…
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ecommerce-content-marketing
ecommerce-content-marketing
E-commerce content marketing strategy planner. Generates content calendars, topic ideas, and platform-specific strategies by analyzing customer reviews,…
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reputation
reputation
ERC-8004 on-chain agent reputation management — submit and revoke feedback, append responses, approve clients, and query reputation summaries, feedback…
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native-app-performance
native-app-performance
Native app performance: xctrace, Time Profiler, traces, hotspots, CLI review.
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shinka-setup
shinka-setup
Create ShinkaEvolve task scaffolds from a target directory and task description, producing `evaluate.py` and `initial.<ext>` (multi-language). Use when asked…
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aibtc-news-classifieds
aibtc-news-classifieds
Classified ads and extended API coverage for aibtc.news — list, post, and browse classifieds; read briefs (x402); correct signals; file and review corrections;…
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competitor-price-analysis
competitor-price-analysis
Analyze competitor pricing strategies across e-commerce platforms. Map price positions, identify pricing gaps, evaluate price elasticity signals, and develop…
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humanize
humanize
Reviews and edits copy to remove AI-generated patterns and make text sound natural. Use when editing drafts, reviewing copy, "humanize this", "make it less…
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ecommerce-ppc-strategy-planner
ecommerce-ppc-strategy-planner
Cross-platform PPC strategy planner for ecommerce businesses. Analyzes your product and margins, recommends the right advertising platforms (Google Ads, Meta…