Repository
A-EVO-Lab/a-evolve agent skills
- skills
- 17
- GitHub stars
- 805
GitHub description: “The official repository of "Position: Agentic Evolution is the Path to Evolving LLMs". ”
- Stars
- 805 (95 forks)
- Licence
- No licence
- Last push
- Aug 2026
- Created
- Feb 2026
- agents
- continual-learning
- llm-agents
- self-evolving
- recursive-self-improvement
- self-improving
- self-improving-ai
Install all skills
npx skills add A-EVO-Lab/a-evolveAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in A-EVO-Lab/a-evolve, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Optimize an AI agent's harness for MCP-Atlas benchmark. An agent skill from A-EVO-Lab/a-evolve. | A-EVO-Lab/ | 805 | — | ~982 | Automated safety check: Pass | No licence | 1 mo ago |
| 2 | Reading, writing, and converting common data formats (CSV, Excel, JSON, YAML) with correct handling of encoding, types, and edge cases. | A-EVO-Lab/ | 805 | — | ~638 | Automated safety check: Pass | No licence | 1 mo ago |
| 3 | Best practices for multi-step Python tasks including data analysis, HuggingFace datasets, token counting, and any task requiring state across multiple python() calls. | A-EVO-Lab/ | 805 | — | ~476 | Automated safety check: Pass | No licence | 1 mo ago |
| 4 | Installing and using common Python packages in SkillBench containers. | A-EVO-Lab/ | 805 | — | ~556 | Automated safety check: Pass | No licence | 1 mo ago |
| 5 | Strategies for scientific computing, numerical methods, bioinformatics/DNA tasks, logic circuit design, algorithmic challenges, and ML training tasks. | A-EVO-Lab/ | 805 | — | ~495 | Automated safety check: Pass | No licence | 1 mo ago |
| 6 | How to interpret accessibility tree elements and correlate them with screenshot regions for accurate GUI interaction. | A-EVO-Lab/ | 805 | — | ~428 | Automated safety check: Pass | No licence | 1 mo ago |
| 7 | How to discover, load, and effectively use skills to solve SkillBench tasks. | A-EVO-Lab/ | 805 | — | ~478 | Automated safety check: Pass | No licence | 1 mo ago |
| 8 | How to build C/C++/Cython/Fortran extensions and frameworks like Caffe, OpenCV, protobuf-dependent projects from source. | A-EVO-Lab/ | 805 | — | ~416 | Automated safety check: Pass | No licence | 1 mo ago |
| 9 | Strategies for debugging build failures, runtime errors, writing complete output files (ICS/JSON/config), and constraint satisfaction tasks. | A-EVO-Lab/ | 805 | — | ~406 | Automated safety check: Pass | No licence | 1 mo ago |
| 10 | Strategies for quickly discovering what tools, languages, data files, and skills are available in a SkillBench container. | A-EVO-Lab/ | 805 | — | ~340 | Automated safety check: Pass | No licence | 1 mo ago |
| 11 | Strategies for quickly discovering what tools, languages, and files are available in a Terminal-Bench container. | A-EVO-Lab/ | 805 | — | ~368 | Automated safety check: Pass | No licence | 1 mo ago |
| 12 | When to prefer GUI mouse clicks over keyboard shortcuts — especially for formatting, multi-step visual tasks, and cross-application workflows. | A-EVO-Lab/ | 805 | — | ~638 | Automated safety check: Pass | No licence | 1 mo ago |
| 13 | Keyboard shortcuts for common desktop applications — LibreOffice, GIMP, Chrome, Thunderbird, VS Code. | A-EVO-Lab/ | 805 | — | ~304 | Automated safety check: Pass | No licence | 1 mo ago |
| 14 | General GUI navigation patterns for desktop environments — finding elements, interacting with menus, and handling dialogs. | A-EVO-Lab/ | 805 | — | ~408 | Automated safety check: Pass | No licence | 1 mo ago |
| 15 | Verification patterns to confirm task completion before submitting. | A-EVO-Lab/ | 805 | — | ~365 | Automated safety check: Pass | No licence | 1 mo ago |
| 16 | Strategies for avoiding dead ends and premature conclusions. | A-EVO-Lab/ | 805 | — | ~383 | Automated safety check: Pass | No licence | 1 mo ago |
| 17 | Workarounds for bot detection, CAPTCHA, 403 errors, and Cloudflare challenges when browsing the web. | A-EVO-Lab/ | 805 | — | ~406 | Automated safety check: Pass | No licence | 1 mo ago |
Questions, answered from the data.
What is the best skill in A-EVO-Lab/a-evolve?
Harness Optimizer from A-EVO-Lab/a-evolve ranks first of the 17 skills in A-EVO-Lab/a-evolve listed here, with the highest score: its repository has 805 GitHub stars, its SKILL.md loads about 982 tokens and it passes the automated safety check with no findings. Next come Data Formats and Python Data Analysis.
Are the skills in A-EVO-Lab/a-evolve official?
None yet. All 17 skills in A-EVO-Lab/a-evolve 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 A-EVO-Lab/a-evolve?
Run npx skills add A-EVO-Lab/a-evolve 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.