shareAI-lab/lab-skills

Skills distilled from the Lab's real work and collaboration practices

316Stars on the repository
10Mods indexed here, across every type
1mo agoLast push, which is what freshness is scored on
Apache-2.0Licence, which decides whether bodies are shown

agent-builder

01

shareAI-lab/lab-skills

Skill Claude CodeCodex

Design and build AI agents for any domain. Use when users: (1) ask to "create an agent", "build an assistant", or "design an AI system" (2) want to understand agent architecture, agentic patterns, or autonomous AI (3) need help with capabilities, subagents, planning, or skill mechanisms (4) ask about AI coding agents…

not rated 316 +1 1mo ago A 127 tokens copy · 86% Apache-2.0

skill-judge

02

shareAI-lab/lab-skills

Skill Claude CodeCodex

Evaluate Agent Skill design quality with an opinionated, practice-derived rubric informed by public specifications and examples. Use when reviewing, auditing, comparing, or improving SKILL.md files and skill packages. Produces evidence-backed findings, optional multi-dimensional scoring, and prioritized changes; treat…

not rated 316 +1 1mo ago A SkillSpector: pass 72 tokens original Apache-2.0

media-writer

03

shareAI-lab/lab-skills

Skill Claude CodeCodex

Create platform-native content that resonates with each community's culture. Use when adapting technical content for WeChat, Hacker News, Reddit, Medium, Twitter/X, Dev.to, or LinkedIn. Transforms generic writing into content that feels written BY that community, not AT them.

not rated 316 +1 1mo ago A SkillSpector: pass 59 tokens original Apache-2.0

shareAI-lab/lab-skills

Skill Claude CodeCodex

Deeply research technical architecture, source code, mechanisms, SDKs, frameworks, project comparisons, and system-design options across repositories, history, official docs, issues, discussions, and high-quality community signals. Use when the user asks for deep research, source-level understanding, architecture…

not rated 316 +1 1mo ago A SkillSpector: pass 96 tokens original Apache-2.0

shareAI-lab/lab-skills

Skill Claude CodeCodex

Recover and review local human-AI conversations from Claude Code, Codex, opencode, Grok Build, and Cursor. Use when the user wants to revisit, search, extract, summarize, or compare work across Agent session stores, time ranges, projects, or named conversations. Follow the user's requested output; question clustering…

not rated 316 +1 1mo ago A SkillSpector: pass 86 tokens original Apache-2.0

shareAI-lab/lab-skills

Skill Codex

Reconstruct and report long-running or multi-turn research, architecture questions, reviews, decisions, completion results, and status as a clear, self-contained brief. Use when a reader must re-enter earlier context, understand the real question and its relationships, distinguish verified facts from judgment and open…

not rated 316 +1 1mo ago A SkillSpector: pass 109 tokens original Apache-2.0

vibe-coding

07

shareAI-lab/lab-skills

Skill Claude CodeCodex

Transform an AI agent into a disciplined software development partner with strong judgment, transparent decisions, proportionate verification, and craftsmanship. Use for software implementation, feature work, bug fixing, refactoring, optimization, migrations, and sustained collaboration inside a codebase. Do not use…

not rated 316 +1 1mo ago A SkillSpector: pass 81 tokens original Apache-2.0

shareAI-lab/lab-skills

Skill Codex

Coach leaders and managers to prepare, run, and review high-bandwidth meetings that advance real work and decisions. Use for meeting retrospectives, employee work reviews, decision meetings, agenda and question design, direct feedback, meeting-quality diagnosis, or repeated low-value discussions. Preserve direct…

not rated 316 +1 1mo ago A SkillSpector: pass 75 tokens original Apache-2.0

shareAI-lab/lab-skills

Skill Codex

Coach workers, employees, and individual contributors to turn meetings, transcripts, minutes, and work notes into better execution: infer leader expectations, diagnose previous work, identify next actions, judge delivery readiness, and prepare a high-bandwidth update. Use after meetings, during work, before reviews…

not rated 316 +1 1mo ago A SkillSpector: pass 76 tokens original Apache-2.0

shareAI-lab/lab-skills

Skill Codex

Research why neural architectures and training methods work through forward computation, geometry, gradients, optimization dynamics, historical experiments, and competing explanations. Use for deep mechanism questions about neural networks, AI models, layers, representations, or training; explain the meaning in plain…

not rated 316 +1 1mo ago A 65 tokens original Apache-2.0

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