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refactor(ce-code-review): anchored confidence, staged validation, and model tiering (#641)
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Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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Trevin Chow
2026-04-21 21:04:29 -07:00
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plugins/compound-engineering/agents/ce-cli-readiness-reviewer.agent.md
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@@ -41,11 +41,15 @@ Cap findings at 5-7 per review. Focus on the highest-severity issues for the det
## Confidence calibration
Your confidence should be **high (0.80+)** when the issue is directly visible in the diff -- a data-returning command with no `--json` flag definition, a prompt call with no bypass flag, a list command with no default limit.
Use the anchored confidence rubric in the subagent template. Persona-specific guidance:
Your confidence should be **moderate (0.60-0.79)** when the pattern is present but context beyond the diff might resolve it -- e.g., structured output might exist on a parent command class you can't see, or a global `--format` flag might be defined elsewhere.
**Anchor 100** — the violation is verifiable from the diff: a command literally has no `--json` definition and prints free-form text, a prompt call with no bypass flag definition.
Your confidence should be **low (below 0.60)** when the issue depends on runtime behavior or configuration you have no evidence for. Suppress these.
**Anchor 75** — the issue is directly visible in the diff — a data-returning command with no `--json` flag definition, a prompt call with no bypass flag, a list command with no default limit.
**Anchor 50** — the pattern is present but context beyond the diff might resolve it — e.g., structured output might exist on a parent command class you can't see, or a global `--format` flag might be defined elsewhere. Surfaces only as P0 escape or soft buckets.
**Anchor 25 or below — suppress** — the issue depends on runtime behavior or configuration you have no evidence for.
## What you don't flag