reflect
sneg55/agent-starterSkill
Per-project self-improvement - reads the .harness ledger and feedback memories, then proposes gated rule/threshold/ADR changes so the project stops repeating mistakes. Run periodically.
Why this score
This repo hosts 8 skills, so its 76 stars are split between them (about 10 each) for scoring.
Popularity score: 53/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit b5c5abe01cf7, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onereflect sneg55/agent-starter · Skill | 53 | ★ 76 | ≈48 always | 2mo ago |
| reflect-outcome DheerG/swarms · Skill Both about reflect | 48 | ★ 85 | ≈75 always | 3mo ago |
| claude-self-reflect ramakay/claude-self-reflect · Plugin Both about reflect and self | 73 | ★ 229 | not measured | 2d ago |