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tessl-labs/skill-optimizer

Optimize your skills and tiles: review SKILL.md quality, generate eval scenarios, run evals, compare across models, diagnose gaps, and re-run until scores improve.

88

1.07x
Quality

94%

Does it follow best practices?

Impact

88%

1.07x

Average score across 24 eval scenarios

SecuritybySnyk

Passed

No known issues

Overview
Quality
Evals
Security
Files

criteria.jsonevals/scenario-1/

{
  "context": "Tests whether the agent scans all tile files for contradictions and reports every conflict found — including those unrelated to the retry issue that triggered the audit — attributing each contradiction to the specific files involved with direct quotes.",
  "type": "weighted_checklist",
  "checklist": [
    {
      "name": "Retry count contradiction found",
      "description": "Report identifies the conflict between SKILL.md ('retry up to 5 times') and rules/retry-policy.md ('maximum retries: 3 attempts')",
      "max_score": 20
    },
    {
      "name": "Auth failure contradiction found",
      "description": "Report identifies the conflict between SKILL.md ('abort the pipeline run immediately' on auth failure) and docs/error-handling.md ('skip the affected batch and log the error — do not abort the full pipeline run')",
      "max_score": 20
    },
    {
      "name": "All three files referenced",
      "description": "The report references content from all three provided files: SKILL.md, rules/retry-policy.md, and docs/error-handling.md",
      "max_score": 15
    },
    {
      "name": "File attribution per contradiction",
      "description": "Each contradiction explicitly names the specific files that conflict (e.g., 'SKILL.md vs rules/retry-policy.md'), not just a general mention",
      "max_score": 15
    },
    {
      "name": "Auth contradiction despite scope",
      "description": "The authentication failure contradiction is included in the report even though the task mentions retry logic as the trigger — demonstrates scanning all tile content, not just retry-related sections",
      "max_score": 20
    },
    {
      "name": "Verbatim quotes included",
      "description": "Each contradiction includes direct quotes or verbatim excerpts from the conflicting statements, not just a paraphrase",
      "max_score": 10
    }
  ]
}

evals

scenario-1

criteria.json

task.md

README.md

tile.json