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/evidence-calibration-review

Use when you want a per-claim evidence-tier audit on a text artifact before it ships — assign T1-T6 tiers to every load-bearing claim, surface calibration mismatches (high confidence on weak evidence, or honesty-theater under-claiming), and flag P11 (citation-as-decoration), P17

From plugin
105 skills2 commands1 MCP
shell
$ npx -y skills add Avyayalaya/agent-council --skill evidence-calibration-review --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.
  • You can call itInvoke it directly when you want it.
  • Slash command/evidence-calibration-review
How auto-invocation works

Context preview

The summary Claude sees to decide when to auto-load this skill.

Use when you want a per-claim evidence-tier audit on a text artifact before it ships — assign T1-T6 tiers to every load-bearing claim, surface calibration mismatches (high confidence on weak evidence, or honesty-theater under-claiming), and flag P11 (citation-as-decoration), P17
Ships withagent-council

Five reviewers pull your draft apart, keep their disagreement visible, and hand you one verdict — for the text you can't un-ship. A runtime-portable 5-agent council that adjudicates text artifacts before they ship.

Get the whole plugin, auto-invoked
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Python
Language
MIT
License
20d ago
Last commit
2mo ago
Created

Repo: Avyayalaya/agent-council