Repository
shareAI-lab/lab-skills agent skills
- skills
- 10
- GitHub stars
- 314
GitHub description: “Skills distilled from the Lab's real work and collaboration practices”
- Stars
- 314 (56 forks)
- Licence
- Apache-2.0
- Last push
- Sep 2026
- Created
- Dec 2025
Install all skills
npx skills add shareAI-lab/lab-skillsAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in shareAI-lab/lab-skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Helps design and build AI agents for any domain around a minimal loop of capabilities, knowledge and context, adding planning or subagents only when needed. | shareAI-lab/ | 314 | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | 22 days ago |
| 2 | Deeply research technical architecture, source code, mechanisms, SDKs, frameworks, project comparisons, and system-design options across repositories, history, official docs, issues, discussions… | shareAI-lab/ | 314 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | 22 days ago |
| 3 | Research why neural architectures and training methods work through forward computation, geometry, gradients, optimization dynamics, historical experiments, and competing explanations. | shareAI-lab/ | 314 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | 22 days ago |
| 4 | Recover and review local human-AI conversations from Claude Code, Codex, opencode, Grok Build, and Cursor. | shareAI-lab/ | 314 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 22 days ago |
| 5 | Evaluate Agent Skill design quality with an opinionated, practice-derived rubric informed by public specifications and examples. | shareAI-lab/ | 314 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | 22 days ago |
| 6 | Reconstruct and report long-running or multi-turn research, architecture questions, reviews, decisions, completion results, and status as a clear, self-contained brief. | shareAI-lab/ | 314 | — | ~4.3k | Automated safety check: Pass | Apache-2.0 | 22 days ago |
| 7 | Transform an AI agent into a disciplined software development partner with strong judgment, transparent decisions, proportionate verification, and craftsmanship. | shareAI-lab/ | 314 | — | ~2k | Automated safety check: Pass | Apache-2.0 | 22 days ago |
| 8 | Create platform-native content that resonates with each community's culture. | shareAI-lab/ | 314 | — | ~870 | Automated safety check: Pass | Apache-2.0 | 22 days ago |
| 9 | Coach leaders and managers to prepare, run, and review high-bandwidth meetings that advance real work and decisions. | shareAI-lab/ | 314 | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | 22 days ago |
| 10 | 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… | shareAI-lab/ | 314 | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | 22 days ago |
Questions, answered from the data.
What is the best skill in shareAI-lab/lab-skills?
Agent Builder from shareAI-lab/lab-skills ranks first of the 10 skills in shareAI-lab/lab-skills listed here, with the highest score: its repository has 314 GitHub stars, its SKILL.md loads about 1.4k tokens and it passes the automated safety check with no findings. Next come Deep Architecture Research and Neural Mechanism Research.
Are the skills in shareAI-lab/lab-skills official?
None yet. All 10 skills in shareAI-lab/lab-skills listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from shareAI-lab/lab-skills?
Run npx skills add shareAI-lab/lab-skills in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.