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aris-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.

71

Quality

88%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

77%

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

The body is a well-sequenced, highly actionable rebuttal workflow with strong validation checkpoints, but it is verbose due to repeated safety rules and does not use progressive disclosure to offload detail into reference files.

Suggestions

Consolidate the no-fabrication / no-overpromise / coverage rules into the single Safety Model section and reference it from Phase 4, Phase 5, and Key Rules instead of restating them.

Extract the Codex MCP stress-test prompt template, the ISSUE_BOARD field schema, and the rebuttal heuristics into separate reference files (e.g. references/MCP_PROMPT.md, references/ISSUE_SCHEMA.md) referenced one level deep.

Tighten the Scope and Key Rules sections to remove phrasing that duplicates the Safety Model gates.

DimensionReasoningScore

Conciseness

Mostly dense and actionable, but the no-fabrication / no-overpromise / full-coverage rules are restated across Scope, the Safety Model, Phase 4 hard rules, Phase 5 lints, and the Key Rules section, adding redundancy that could be tightened.

2 / 3

Actionability

Concrete file names (ISSUE_BOARD.md, STRATEGY_PLAN.md), enumerated field schemas, a copy-paste Codex MCP prompt block, character-budget percentages, and a per-issue reply pattern give fully executable, specific guidance.

3 / 3

Workflow Clarity

Eight numbered phases are clearly sequenced with explicit validation checkpoints (Phase 5 lints, Phase 6 stress test, "If hard safety blocker → revise before finalizing") and feedback loops (draft → lint → revise).

3 / 3

Progressive Disclosure

No bundle files exist and the ~250-line body is a monolithic SKILL.md; content that could be split out (the MCP prompt template, issue-board schema, rebuttal heuristics) is inline rather than one-level-deep references.

2 / 3

Total

10

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12

Passed

Description

100%

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

The description is exemplary: third-person voice, concrete actions, explicit trigger guidance, and a distinct niche. It scores at the top of every dimension with no fluff or over-claims.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — "Parses external reviews, enforces coverage and grounding, drafts a safe text-only rebuttal under venue limits, and manages follow-up rounds" — matching the top anchor for specific concrete actions.

3 / 3

Completeness

Clearly answers both what (the rebuttal pipeline actions) and when (explicit "Use when..." triggers), satisfying the top anchor for both what AND when.

3 / 3

Trigger Term Quality

The "Use when user says 'rebuttal', 'reply to reviewers', 'ICML rebuttal', 'OpenReview response'" clause gives strong coverage of natural terms a user would actually say.

3 / 3

Distinctiveness Conflict Risk

A clear niche (post-submission rebuttal) with venue-specific triggers (ICML, OpenReview) makes it unlikely to fire for unrelated skills.

3 / 3

Total

12

/

12

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.

Validation14 / 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
OpenLAIR/dr-claw
Reviewed

Table of Contents

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