evaluation-anchor-checker

name	evaluation-anchor-checker
description	Audit and rewrite evaluation/numeric claims to ensure they carry minimal protocol context (task + metric + constraint) and avoid underspecified model naming. **Trigger**: evaluation anchor checker, numeric claim hygiene, underspecified numbers, protocol context, 评测锚点检查, 数字断言, 指标上下文.

Evaluation Anchor Checker (make numbers reviewer-safe)

Purpose: fix a reviewer-magnet failure mode in agent surveys:

• strong numeric/performance statements appear
• but the minimal evaluation context is missing

This skill treats numeric claims as contracts:

• if a number stays, the same sentence must contain enough protocol context to interpret it
• if that context is not in evidence, the claim must be downgraded (no guessing)

Inputs

Preferred (pre-merge, keeps anchoring intact):

• the affected sections/*.md files

Optional context (read-only; helps you avoid guessing):

• outline/writer_context_packs.jsonl (look for evaluation_anchor_minimal, evaluation_protocol, anchor_facts)
• outline/evidence_drafts.jsonl / outline/anchor_sheet.jsonl
• citations/ref.bib

Outputs

• Updated sections/*.md (or output/DRAFT.md if you are post-merge), with safer evaluation anchoring
• output/EVAL_ANCHOR_REPORT.md (always; short report with files checked / changed / weakened sentences)
• Optional completion marker: output/eval_anchors_checked.refined.ok

Recommended slot in the survey pipeline

Use this as the :