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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.

72

Quality

90%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

81%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 strong, well-structured workflow skill with explicit safety gates, a clear phase sequence, and concrete schemas and prompts. Its main weaknesses are minor redundancy in the closing Key Rules and Phase 5 lints that are named but not given as executable commands.

Suggestions

Consolidate the 'Key Rules' section: remove rules already stated in the Safety Model and Phase 4 Hard rules (Never fabricate / Never overpromise / Full coverage) to eliminate redundancy and trim tokens.

Make Phase 5 validation executable: point each lint at a concrete command or a bundled script (e.g., `python rebuttal/scripts/lint.py REBUTTAL_DRAFT_v1.md ISSUE_BOARD.md`) so the six checks are copy-paste ready rather than abstract descriptions.

Move the long issue-type taxonomy and 'Heuristics from 5 successful rebuttals' into a one-level-deep reference file (e.g., references/REBUTTAL_HEURISTICS.md) so SKILL.md reads as a concise overview pointing to detail.

DimensionReasoningScore

Conciseness

The body is dense and largely earns its tokens — phases, safety gates, taxonomy, and heuristics are all load-bearing — but the trailing 'Key Rules' section restates several rules already in the Safety Model and Phase 4 ('Never fabricate', 'Never overpromise', 'Full coverage'), which is minor redundancy that could be trimmed; not a 3 because the bulk is efficient rather than padded.

4 / 5

Actionability

Concrete guidance throughout — named output files, the ISSUE_BOARD schema with exact fields, character-budget percentages, a copy-paste Codex MCP block, and a per-issue reply pattern — but Phase 5's six lints are described as abstract checks ('Coverage — every issue maps to draft anchor') rather than executable commands or a lint script, leaving a minor gap; not a 5 because validation is not fully copy-paste ready.

4 / 5

Workflow Clarity

Phases 0–8 are clearly sequenced with explicit validation checkpoints (Phase 5 lists six lints, Phase 6 stress-test yields a 'safe to submit / needs revision' verdict with a revise-before-finalize feedback loop) and a per-follow-up re-lint loop; rebuttal drafting is not a destructive/batch operation, so the workflow-clarity cap does not apply.

5 / 5

Progressive Disclosure

Well-organized into clearly headed sections (Scope, Constants, Safety Model, Workflow, Key Rules) with no nested references and structurally no missing external files, but at ~250 lines the simple-skill 'under 50 lines' 5-anchor does not apply and the issue taxonomy / rebuttal heuristics could be split into a reference file; not a 5 because the single monolithic file is longer than an overview ideally is.

4 / 5

Total

17

/

20

Passed

Description

100%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.

The description is exemplary: third-person voice, concrete multi-action capability list, and an explicit 'Use when' clause with natural, venue-specific trigger phrases. It hits the top anchor on all four dimensions.

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' — giving comprehensive coverage of the pipeline; not below 5 since no meaningful action is missing.

5 / 5

Completeness

Explicitly answers both 'what' (parse reviews, enforce coverage/grounding, draft rebuttal, manage follow-up rounds) and 'when' ('Use when user says rebuttal, reply to reviewers, ICML rebuttal, OpenReview response...') with concrete trigger phrases.

5 / 5

Trigger Term Quality

Natural trigger phrases users would actually say are comprehensively covered — 'rebuttal', 'reply to reviewers', 'ICML rebuttal', 'OpenReview response' — including synonyms and venue-specific variants.

5 / 5

Distinctiveness Conflict Risk

Occupies a clear niche — academic submission rebuttal — with venue-specific triggers (ICML, OpenReview) making conflict with other skills minimal.

5 / 5

Total

20

/

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.

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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