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agent-self-evaluation
affaan-m/ECCSkill
Use after completing any non-trivial task. The agent self-rates its output on 5 axes — accuracy, completeness, clarity, actionability, conciseness — with concrete evidence per criterion. Produces a structured 1-5 scorecard with specific improvement suggestions.
Why this score
This repo hosts 10 skills, so its 284,120 stars are split between them (about 28,412 each) for scoring.
Popularity score: 96/100 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 5af4395e5c52, 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 oneagent-self-evaluation affaan-m/ECC · Skill | 96 | ★ 284k | ≈71 always | 16d ago |
| run-evaluation allenai/vla-evaluation-harness · Skill Both about evaluation | 72 | ★ 650 | ≈34 always | 20d ago |
| evaluation muratcankoylan/Agent-Skills-for-Context-Engineering · Skill Both about evaluation | 82 | ★ 18k | ≈62 always | 24d ago |
| scholar-evaluation synthetic-sciences/openscience · Skill Both about evaluation and structured | 75 | ★ 4.1k | ≈34 always | 17d ago |
| at-self-eval kairyou/agent-tools · Skill Both about self and evaluation | 60 | ★ 180 | ≈44 always | 21d ago |
| self-update kirodotdev/KiroCrew · Skill Both about self | 77 | ★ 4.5k | ≈44 always | 16d ago |