self-improve
self-improve is an Execution & autonomous loops skill for AI agents, published by juspay in the kolu repository on GitHub. Skillspace rates self-improve D (59/100) and it passed the safety scan; the rating is based on static analysis only.
Run at the end of a /be run (or when the user types `/self-improve`): mine this session's JSONL transcript for every point a human had to intervene and engineer it out, so the next run finishes autonomously. Produces nothing unless a lesson durably recurs; then ships a small, evidence-cited edit to the `.apm/skills/*` sources as a separate draft PR a human reviews — never on the /be branch, never merged. Never auto-select from a natural-language request.
- Grade
- D
- Quality
- 59 / 100
- Safety
- Passed
- GitHub stars
- 43
Unproven: rated by static analysis only, not yet compared head-to-head.
Our two independent classifiers differ on this skill's category, so treat the placement as provisional.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 84 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- No issues found
- License
- AGPL-3.0
- Adoption
- Adopted by 0 other repositories, in 0 collections
Not checked yet
- Category is a classifier prediction; no model has read this skill yet
- Not judged on the rubric yet (not a contender in its category)
- No blind task eval yet
- Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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