GitHub organization
Agent skills by shareAI-lab
- skills
- 22
- repositories
- 3
Repositories by shareAI-lab
- lab-skillsSkills distilled from the Lab's real work and collaboration practices314 stars · 10 skills
- Kode-CLIKode CLI — Design for post-human workflows. One unit agent for every human & computer task.5.2k stars · 8 skills
- learn-claude-codeBash is all you need - A nano claude code–like 「agent harness」, built from 0 to 178k stars · 4 skills
Skills by shareAI-lab, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Design and build AI agents for any domain. An agent skill from shareAI-lab/learn-claude-code. | shareAI-lab/ | 78k | 6 repos | ~1.2k | Automated safety check: Pass | MIT | 9 days ago |
| 2 | Reviews code against a five-part checklist covering security, correctness, performance, maintainability and testing, and reports findings in a fixed format. | shareAI-lab/ | 78k | 5 repos | ~1.1k | Automated safety check: Pass | MIT | 9 days ago |
| 3 | Walks through building MCP servers in Python or TypeScript that expose tools, resources and prompts to Claude, with templates, registration and testing. | shareAI-lab/ | 78k | 5 repos | ~1.2k | Automated safety check: Pass | MIT | 9 days ago |
| 4 | Gives the agent command-line and Python recipes for reading, creating, merging and splitting PDF files, plus tips for large and scanned documents. | shareAI-lab/ | 78k | 5 repos | ~646 | Automated safety check: Pass | MIT | 9 days ago |
| 5 | Guides writing a new agent skill or improving an existing one, covering how to keep it concise, how much freedom to give the agent and how to lay out bundled resources. | shareAI-lab/ | 5.2k | 1 repo | ~4.4k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 6 | Evaluates the design quality of an agent skill against official specifications and patterns from existing examples, scoring it and suggesting improvements. | shareAI-lab/ | 5.2k | 4 repos | ~7.5k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 7 | Gives an agent a set of working rules for any development task: understand first, surface decisions, verify results, and load deeper reference files per scenario. | shareAI-lab/ | 5.2k | — | ~5.6k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 8 | Guides a three-stage workflow for turning partial context into a clear PRD, RFC or design doc: capture context, draft section by section, then test with a fresh reader. | shareAI-lab/ | 5.2k | — | ~977 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 9 | 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 | 21 days ago |
| 10 | Lets the Kode agent manage its own features, such as LSP, statusline, output styles and plugins, by running its slash commands for you instead of listing install steps. | shareAI-lab/ | 5.2k | — | ~760 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 11 | 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 | 21 days ago |
| 12 | Diagnoses why Kode's LSP tool returns nothing and fixes it through plugin .lsp.json files and slash commands, then verifies with a real LSP call. | shareAI-lab/ | 5.2k | — | ~573 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 13 | 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 | 21 days ago |
| 14 | Guide to designing and building MCP servers: tool, resource and prompt design for agent usability, with TypeScript or Python implementation workflows. | shareAI-lab/ | 5.2k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 15 | 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 | 21 days ago |
| 16 | Troubleshoots Kode permission prompts and denials, including allowlists, command-level tool limits, dontAsk mode and subagent inheritance, without loosening permissions. | shareAI-lab/ | 5.2k | — | ~498 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 17 | 17.Skill Judge 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 | 21 days ago |
| 18 | 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 | 21 days ago |
| 19 | 19.Vibe Coding 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 | 21 days ago |
| 20 | 20.Media Writer Create platform-native content that resonates with each community's culture. | shareAI-lab/ | 314 | — | ~870 | Automated safety check: Pass | Apache-2.0 | 21 days ago |
| 21 | 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 | 21 days ago |
| 22 | 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 | 21 days ago |
Questions, answered from the data.
What is the best skill by shareAI-lab?
Agent Builder from shareAI-lab/learn-claude-code ranks first of the 22 skills by shareAI-lab listed here, with the highest score: its repository has 78k GitHub stars, 6 other GitHub owners carry a copy, its SKILL.md loads about 1.2k tokens and it passes the automated safety check with no findings. Next come Code Review Checklist and MCP Server Builder.
Are shareAI-lab's skills official?
None yet. All 22 skills by shareAI-lab listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
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.