CtrlK
BlogDocsLog inGet started
Tessl Logo
SkillPublic

kill-argument

Two-thread adversarial review: a fresh reviewer constructs the strongest 200-word rejection memo, then a second fresh reviewer defends the paper point-by-point and surfaces still-unresolved critical issues. Use when user says "kill argument", "adversarial review", "hostile review", "rebuttal preparation", "reviewer-2 simulation", or before submitting a theory paper that has already passed standard review rounds.

Quality

87%

Does it follow best practices?

Run evals on this skill

Adds up to 20 points to the overall score

View guide
SecuritybySnyk

Passed

No findings from the security scan

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.

The body is exceptionally actionable and the workflow is airtight — exhaustive verdict mapping, computed (not self-graded) outcomes, and explicit error recovery make it copy-paste operable. The weaknesses are length/redundancy and monolithic structure: key rules are restated three to four times, changelog history is inline, and the full prompt/report templates are inlined in SKILL.md rather than offloaded to reference files.

Suggestions

Consolidate the 'fresh thread, never codex-reply' rule into Key Rules only and delete its restatements in Constants, Step 2, and Step 3; likewise state the fan-out prohibition once in Step 2.5.

Move the two full codex prompt templates and the KILL_ARGUMENT.json artifact schema into a bundle reference file (e.g. references/prompts.md), keeping SKILL.md as overview plus pointers, and move the May 2026 extraction history out of Notes into a changelog/deprecated reference.

Defer version-sensitive details (gpt-6-astra target, gpt-6.1-sol/gpt-5.4 fallback chains) to the already-referenced shared-references/reviewer-routing.md instead of restating them in the Constants section.

DimensionReasoningScore

Conciseness

The ~450-line body restates the same rules repeatedly ("fresh codex, never codex-reply" appears in Constants, Step 2, Step 3, and Key Rules; the fan-out prohibition twice in Step 2.5) and closes with a changelog-style Notes section, so it could be tightened. It is not 4 because the redundancy and history notes exceed 'minor' over-explanation; it is above 2 because nearly all content is non-obvious domain-specific guidance, not concepts Claude already knows.

3 / 5

Actionability

Fully executable throughout: complete copy-paste MCP prompt blocks with model/effort/sandbox settings, exact bash discovery commands, full KILL_ARGUMENT.md and KILL_ARGUMENT.json templates, a 12-row verdict-to-reason_code mapping, and a finished summary block. It is not 4 because even failure paths (BLOCKED/ERROR reason codes, non-blocking render failure handling) are concretely specified.

5 / 5

Workflow Clarity

Steps 1→2→(optional 2.5)→3→4→5 are clearly sequenced with explicit validation: the verdict is computed from per-point counts rather than self-graded, hashes detect stale inputs, and parse/API/trace failures map to ERROR codes with non-blocking render fallback. It is not 4 because checkpoints and error-recovery loops are explicit rather than 'most present', and the skill is detect-only so the destructive-operation cap does not apply.

5 / 5

Progressive Disclosure

Links to ../shared-references/*.md are well signaled and one level deep, but the skill ships no bundle files and inlines everything — two full codex prompt templates, the JSON artifact schema, and the verdict mapping — in a ~450-line monolithic SKILL.md. It is not 4 because inlining content that this ecosystem's own shared-references pattern would split out is more than a minor organization gap; it is above 2 because section structure is good and references are clearly signaled, not buried.

3 / 5

Total

16

/

20

Passed

Description

96%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.

An excellent description: concrete three-action capability statement paired with an explicit, multi-phrase trigger clause including distinctive idioms like "reviewer-2 simulation". The only weakness is that "adversarial review" and "hostile review" are somewhat generic and could collide with non-paper adversarial review skills.

DimensionReasoningScore

Specificity

The description lists three concrete, distinct actions ("constructs the strongest 200-word rejection memo", "defends the paper point-by-point", "surfaces still-unresolved critical issues") that comprehensively cover what the skill does. It is not 4 because coverage of the capability is complete rather than having minor gaps.

5 / 5

Completeness

Both what (a two-thread attack-then-defense review with concrete mechanics) and when (an explicit "Use when user says..." clause with quoted trigger phrases) are clearly answered. It is not 4 because the 'when' is explicit with concrete triggers rather than only weakly specific.

5 / 5

Trigger Term Quality

Trigger phrases — "kill argument", "adversarial review", "hostile review", "rebuttal preparation", "reviewer-2 simulation" — are natural terms users would say, with good synonym coverage plus a situational trigger ("before submitting a theory paper that has already passed standard review rounds"). It is not 4 because no obvious common variant is missing.

5 / 5

Distinctiveness Conflict Risk

"kill argument", "reviewer-2 simulation", and "rebuttal preparation" are highly distinctive paper-review triggers, but "adversarial review" and "hostile review" are generic enough to overlap with adversarial code/security review skills. It is not 5 because two of the trigger phrases are not domain-specific; it is above 3 because the overall niche (adversarial paper rejection review) is unmistakable.

4 / 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: 3 suspicious

Warning

Total

13

/

16

Passed

Repository

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

Path

skills/kill-argument/SKILL.md

Reviewed

Table of Contents

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.