GitHub
model-selection
Automatically applies when choosing LLM models and providers. Ensures proper model comparison, provider selection, cost optimization, fallback patterns, and multi-model strategies.
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tools llm ai AI Skills
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GitHub
evaluation-metrics
Automatically applies when evaluating LLM performance. Ensures proper eval datasets, metrics computation, A/B testing, LLM-as-judge patterns, and experiment tracking.
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GitHub
brand-voice-generator
Develop consistent brand voice and messaging guidelines for companies and personal brands. Creates tone, style, and communication frameworks that align with brand values and target audience preferences.
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GitHub
learning-mentoring-system
mentoring-system for enhanced learning effectiveness and personal development.
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GitHub
learning-tech-selection
tech-selection for learning technology evaluation and implementation.
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GitHub
critical-feedback
This skill enables honest, pressure-tested feedback on ideas, decisions, and proposals. Use this skill when prompted for an opinion on whether something is a good idea, should be done, or what to think about an...
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GitHub
ai-security
Automatically applies when securing AI/LLM applications. Ensures prompt injection detection, PII redaction for AI contexts, output filtering, content moderation, and secure prompt handling.
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GitHub
index-docs
Create searchable knowledge base from existing documentation and code for fast context lookup in brownfield projects. Indexes .md files with sections/keywords, maps code exports to documentation, generates sear...
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GitHub
skill-writer
Guide users through creating Agent Skills for Claude Code. Use when the user wants to create, write, author, or design a new Skill, or needs help with SKILL.md files, frontmatter, or skill structure.
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GitHub
episodic-archiver
Episodic Memory Archiver. Stores full conversation transcripts with embeddings and analysis into ArangoDB. Use this to save the "User Story" or "Chain of Thought".
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GitHub
interview-master
This skill should be used when the user asks to "generate interview questions", "prepare for interview", "optimize resume", "conduct mock interview", "analyze git commits for resume", "generate resume from code...
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GitHub
learning-content-summarizer
Summarizes technical/AI/data content from URLs, YouTube videos, or how-to guides into actionable step-by-step learning instructions. Use when given a video, article, or tutorial URL to convert into a learnable...
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GitHub
agent-skill-best-practices
Provides best practices for writing Agent Skills. Use when creating or refining SKILL.md content.
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GitHub
edge-verifier
Verifies relationships between a source text (e.g. Episode, Task) and existing Knowledge Graph lessons. Runs KNN/Hybrid search to find candidates, then uses LLM (scillm) to verify "verifies", "contradicts", or...
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GitHub
distill
Distill PDF, URL, or text into Q&A pairs stored in memory. Use --context for domain-focused extraction.
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GitHub
creating-skills
Create and refine Claude Code Skills. Use when creating skills, writing SKILL.md files, or improving existing skills.
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GitHub
cross-plugin-detective
Integration guide for using detective skills across plugins. Maps agent roles from frontend, bun, and other plugins to appropriate detective skills. Developer agents should use developer-detective, architect ag...
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GitHub
creating-and-editing-claude-skills
Use before creating or editing any SKILL.md files, and immediately after making skill changes to verify quality. Invoked when user asks about skill structure, descriptions, or best practices. Provides expert gu...
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GitHub
generating-new-skills
Meta-skill that creates other skills from detected patterns. Use when user repeatedly explains workflow (2+ times), says 'remember this', or you notice repetitive pattern.
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GitHub
drafting-chapters
Drafts individual chapters for books and long articles. Use when user says 'draft chapter X', 'write chapter [number/title]', 'continue drafting', or 'write the next chapter'. Reads outline and maintains consis...
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GitHub
iterate-structure-outline
iterate on structure outline based on user feedback. if given a path to a document in rpi/tasks/*/*-structure-outline.md, use this skill.
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GitHub
agent-journal
Search past AI agent sessions, stored knowledge, and indexed content. Use for finding previous work, recalling conventions, storing learnings, and indexing documentation.
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GitHub
aico-pm-brainstorming
Guide users through structured dialogue to transform vague ideas into clear, actionable product concepts. Uses one-question-at-a-time approach with multiple choice options. Use this skill when: - User says "I...
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GitHub
blog-write-social
Draft or revise technical blog content in this repo (Quarto .qmd), check for math/syntax/spelling/equation errors, improve readability, and generate LinkedIn knowledge-card plus single-tweet Twitter posts for n...
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The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.