calibrate-claim-confidence

calibrate-claim-confidence is an Agent behaviour & coding discipline skill for AI agents, published by Bitterbot-AI in the bitterbot-desktop repository on GitHub. Skillspace rates calibrate-claim-confidence D (65/100) and it passed the safety scan; the rating is based on static analysis only.

When the agent's epistemic state (GCCRF) indicates low empowerment and falling certainty, hedges out confident absolutes ("definitely", "always", "100%") in outgoing messages.

Grade
D
Quality
65 / 100
Safety
Passed
GitHub stars
2,462

Unproven: rated by static analysis only, not yet compared head-to-head.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

View source on GitHubBitterbot-AI/bitterbot-desktop

Our review

Architecture
94 / 100
Maturity
Basic: a single SKILL.md
Security scan
No issues found
License
Not declared. Check the repository before reusing it.

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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