Deweight verify gate

Skill kkunkunya/academic-deweight-suite/plugins/academic-deweight-suite/skills/deweight-verify-gate

Agent plugin for source-preserving academic de-AI and human-anchor-bound rewriting

Install

npx -y skills add kkunkunya/academic-deweight-suite --skill deweight-verify-gate

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What its author says it does

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学术降重的残留验收门。用于改写后复扫原 A-code 是否下降、新 A-code 是否冒出、Semantic Anchor 是否漂移、不可变 token 是否漂移。触发关键词：残留验收、Residual AI Gate、改后复扫、文意漂移检查、降重验证。

SKILL.md

2.2 KB, as published. Nobody here has run it

Deweight Verify Gate

Purpose

证明改写不是“换了一种 AI 味”。验收必须同时检查 AI 残留、事实完整性和文意锚定。

Runtime References

Residual verification gates: ../../_shared/references/residual-verification-gates.md
Semantic Anchor schema: ../../_shared/references/semantic-anchor-schema.md
Pattern Coverage Matrix schema: ../../_shared/references/pattern-coverage-matrix-schema.md
Copyable template: ../../_shared/references/templates/residual-report-template.md
Deterministic check: ../../_shared/scripts/check_residual_report.py

Required Checks

For every rewritten paragraph:

paragraph_id:
original_hit_modes:
remaining_hit_modes:
new_hit_modes:
max_remaining_severity:
max_new_severity:
semantic_anchor_match: pass | fail
immutable_token_match: pass | fail
claim_polarity_match: pass | fail
evidence_strength_match: pass | fail
verdict: pass | revise | blocked
reason:
next_action:

Gates

If immutable token check fails: blocked.
If Semantic Anchor hard fields fail: blocked.
If original A-code remains severe: revise.
If a new A-code appears with severity 2 or 3: revise.
If revision would require new evidence or citation verification: blocked.
If an external detector result is cited without raw verifier output: record it as unverified user/tool evidence, not as a pass condition.

Round Delta Gate

For multi-round rewriting, compare previous and current matrices:

A28 down but A38 up -> possible A39.
Surface modes down but A30/A33/A35/A37 up -> mother skeleton not fixed.
Overall cleaner but one section worse -> rescan that section before more rewriting.

Output

Return a concise verification table. Do not do fresh rewriting in this skill.

Before claiming pass, the report should pass:

python3 ../../_shared/scripts/check_residual_report.py <residual-report.md>