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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.

68

Quality

85%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

77%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.

An operationally rich, well-sequenced workflow with strong validation gates and resume behavior, held back by its monolithic structure: everything lives inline in one long file with no reference bundle, and some content (templates, prompt blocks, rules lists) is repeated or could be extracted. Guidance is highly actionable with only minor abstraction gaps in the tone/limit lints.

Suggestions

Extract stable, bulky material into reference files (e.g., references/revision-plan-template.md, references/stress-test-prompt.md, references/rebuttal-heuristics.md) and signal them from the body, keeping SKILL.md as a lean phase-by-phase overview — this bundle currently has no references/ directory at all.

Deduplicate the safety model: the three gates are stated in 'Safety Model', re-stated as Phase 5 lints, and again in 'Key Rules'; state each once and cross-reference to cut ~20 lines.

Make the tone and limit lints executable: give example aggressive/submissive/evasive phrases to flag and a concrete character-count command (e.g., `wc -m rebuttal/PASTE_READY.txt`) for the Phase 5 limit lint.

DimensionReasoningScore

Conciseness

The body is dense and operational — file names, budgets, round limits, hard rules — and never explains concepts Claude already knows, fitting the 4 anchor ('efficient; minor instances that could be trimmed'). It is not a 5 because of redundancy: safety gates appear three times (Safety Model, Phase 5 lints, Key Rules), and the inline REVISION_PLAN.md template (30 lines) plus the heuristic and rules lists could be tightened.

4 / 5

Actionability

Largely concrete and executable: exact output filenames, issue-card field schemas, character budget percentages, a copy-paste `/render-html` invocation, and a full spawn_agent block. It is not a 5 because a few instructions remain abstract without examples — the tone lint says to "flag aggressive/submissive/evasive phrases" without sample phrases, and character counting is mandated but no command (e.g., `wc -m`) is given.

4 / 5

Workflow Clarity

Phases 0–9 are clearly sequenced with explicit validation checkpoints and feedback loops: three hard safety gates, Phase 5 lints with a defined compress order, draft→lint→revise rounds (MAX_INTERNAL_DRAFT_ROUNDS), resume-from-state on rerun, and pause-and-ask on missing venue rules or unresolved blockers. This matches the 5 anchor exactly.

5 / 5

Progressive Disclosure

This is a ~300-line monolithic SKILL.md with no bundle at all (no references/, scripts/, or assets/ exist), and substantial content that belongs in separate reference files is inlined (the REVISION_PLAN.md template spec, the stress-test prompt, the rebuttal heuristics list). The two external references (`../shared-references/reviewer-routing.md`, `review-tracing.md`) are clearly signaled but unresolvable from this bundle. That fits the 3 anchor ('content that should be separate is inline') better than the 4 anchor, since there is no actual split structure to credit.

3 / 5

Total

16

/

20

Passed

Description

92%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 concrete capability statements and an explicit, well-phrased trigger clause. Only minor improvement is possible: adding a few more synonym trigger phrases such as "author response" or "NeurIPS rebuttal".

DimensionReasoningScore

Specificity

The description lists multiple concrete actions covering the full pipeline: "Parses external reviews", "enforces coverage and grounding", "drafts a safe text-only rebuttal under venue limits", and "manages follow-up rounds" — comprehensive and specific, matching the score-5 anchor rather than the 4 anchor's 'minor gaps in coverage'.

5 / 5

Completeness

Explicitly answers both questions: the 'what' is the four concrete pipeline actions, and the 'when' is a direct "Use when user says..." clause with concrete trigger phrases. This matches the score-5 anchor exactly; it is not the 4 anchor, whose 'when' is merely present but less explicit.

5 / 5

Trigger Term Quality

Good natural-phrase coverage: "rebuttal", "reply to reviewers", "ICML rebuttal", "OpenReview response", "answer external reviews" — users would naturally say these. A few common variations are missing (e.g., "reviewer response", "author response", "NeurIPS rebuttal"), so it fits the 4 anchor rather than the 5 anchor's synonym-complete coverage.

4 / 5

Distinctiveness Conflict Risk

A clear post-submission rebuttal niche with distinct venue-specific triggers ("ICML rebuttal", "OpenReview response") and minimal overlap with adjacent paper-writing or review skills. The internal "Workflow 4" label is slightly unusual but does not create conflict risk.

5 / 5

Total

19

/

20

Passed

Validation

87%

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

Validation — 14 / 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

Total

14

/

16

Passed

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

Table of Contents

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