Repository
ratel-ai/ratel agent skills
- skills
- 2
- GitHub stars
- 469
GitHub description: “Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.”
- Stars
- 469 (26 forks)
- Licence
- MIT
- Last push
- Oct 2026
- Created
- Nov 2025
- Homepage
- ratel.sh
- accuracy
- agents
- claude-skills
- context
- harness
- llm
- llm-routing
- mcp
- mcp-server
- memory
- optimization
- rag
- skills
- token-optimization
- tool-calling
- tool-selection
Install all skills
npx skills add ratel-ai/ratelAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in ratel-ai/ratel, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Update per-package CHANGELOG.md files for a Ratel release. An agent skill from ratel-ai/ratel. | ratel-ai/ | 469 | — | ~1.6k | Automated safety check: Pass | MIT | yesterday |
| 2 | Publish local .claude skills/loops to Ametyst — verbatim, flattened, no brain rewrite; optional retire-local (MOVE originals to deprecated-skills/, never delete) makes Ametyst the source of truth. | ratel-ai/ | 469 | — | ~197 | Automated safety check: Pass | MIT | yesterday |
Questions, answered from the data.
What is the best skill in ratel-ai/ratel?
Changelog from ratel-ai/ratel ranks first of the 2 skills in ratel-ai/ratel listed here, with the highest score: its repository has 469 GitHub stars, its SKILL.md loads about 1.6k tokens and it passes the automated safety check with no findings. Next come Ops Publish To Ametyst.
Are the skills in ratel-ai/ratel official?
None yet. All 2 skills in ratel-ai/ratel 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 ratel-ai/ratel?
Run npx skills add ratel-ai/ratel 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.