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rebuttal

Workflow 4: Submission rebuttal pipeline. Parses external reviews, enforces coverage and grounding, drafts a safe text-only rebuttal under venue limits, and manages follow-up rounds. Use when user says "rebuttal", "reply to reviewers", "ICML rebuttal", "OpenReview response", or wants to answer external reviews safely.

Quality

84%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

70%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A well-sequenced, highly actionable workflow with strong validation gates, weakened by redundant restatement of the same rules across Constants, phases, and Key Rules, and by a monolithic layout whose references point to files that do not exist in the bundle.

Suggestions

State each hard rule once (e.g., no-fabrication, no-overpromise, character-limit budget) in a single authoritative section and reference it from the phases instead of repeating it in Phase 4, Key Rules, and Constants.

Move the REVISION_PLAN.md specification and its example checklist into a reference file (e.g., references/revision-plan.md) and keep only the purpose and linking rules in SKILL.md.

Ship the referenced shared-references files (reviewer-backends.md, reviewer-routing.md, review-tracing.md) in the bundle or inline the minimal routing/tracing details needed to execute those steps.

DimensionReasoningScore

Conciseness

The body is dense and instructive rather than padded, but rules are duplicated across sections: "NEVER invent experiments, numbers, derivations, citations, or links" appears in Phase 4 hard rules and again in Key Rules, character-limit rules repeat in Constants, Phase 5, and Key Rules, and RENDER_HTML is fully specified in both Constants and Phase 9.

3 / 5

Actionability

Concrete per-phase file artifacts, an issue-card schema with enumerated fields, character-budget percentages, and an executable spawn_agent message template make the guidance mostly executable; docked slightly for unverifiable directives like "reviewer_route.py through the canonical helper resolver" pointing to files not in the bundle.

4 / 5

Workflow Clarity

Phases 0-9 are clearly sequenced with explicit validation checkpoints: three hard safety gates, Phase 5 lints with a defined compression order, Phase 6 stress test with "If hard safety blocker → revise before finalizing", resume-from-state handling, and re-run of lints on follow-up rounds.

5 / 5

Progressive Disclosure

Section structure is clear, but the ~300-line body inlines the full REVISION_PLAN specification and example checklist that belong in a reference file, and every cross-reference (../shared-references/reviewer-backends.md, reviewer-routing.md, review-tracing.md, /render-html, /experiment-bridge) targets files absent from the bundle, so navigation cannot actually be followed.

3 / 5

Total

15

/

20

Passed

Description

95%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong description in third-person voice with explicit what-and-when structure and natural trigger terms. The only weakness is one mildly abstract capability phrase ("enforces coverage and grounding").

DimensionReasoningScore

Specificity

"Parses external reviews", "drafts a safe text-only rebuttal under venue limits", and "manages follow-up rounds" are concrete pipeline actions, but "enforces coverage and grounding" is comparatively abstract, leaving a minor gap versus the comprehensive anchor.

4 / 5

Completeness

The description explicitly answers what the skill does (parse, enforce, draft, manage follow-ups) and when to use it via the concrete "Use when user says ..." trigger clause.

5 / 5

Trigger Term Quality

"rebuttal", "reply to reviewers", "ICML rebuttal", "OpenReview response", and "answer external reviews" cover the natural phrases, venue-specific variants, and platform synonyms a user would actually say.

5 / 5

Distinctiveness Conflict Risk

The post-submission rebuttal niche is clear and triggers like "ICML rebuttal" and "OpenReview response" are unlikely to fire for a different skill.

5 / 5

Total

19

/

20

Passed

Validation

81%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 13 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

allowed_tools_field

'allowed-tools' contains unusual tool name(s)

Warning

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

relative_links

Relative link issues: 1 suspicious

Warning

Total

13

/

16

Passed

Repository

wanshuiyin/Auto-claude-code-research-in-sleep

Path

skills/skills-codex/rebuttal/SKILL.md

Reviewed

Table of Contents

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