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intro-drafter

Drafts the Introduction prose for a technical paper, guided internally by a six-paragraph flowchart: background and running example, existing limitations, problem essence and goal, key challenges, solution overview, contributions. Positions the paper as Technique or New Problem/Setting, aligns contributions with challenges, and weaves verified citations. Outputs flowing prose by default, or an outline on request. Use when the user asks to draft, outline, or restructure an Introduction.

80

Quality

100%

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SKILL.md
Quality
Evals
Security

Quality

Content

100%Weight 40%Scale 1-3

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-organized, lean procedural skill with a clearly sequenced multi-step workflow, explicit validation checkpoints, and clean one-level-deep reference navigation. Guidance is concrete and actionable despite being instruction-only.

DimensionReasoningScore

Conciseness

The body is lean procedural guidance that assumes Claude's competence and avoids explaining basic concepts Claude already knows, with every section earning its place; it is not the score-2 case of unnecessary explanation that could be tightened.

3 / 3

Actionability

As an instruction-only prose skill, it gives concrete, executable guidance — numeric citation sequencing '[1], [2]', reference-count ranges (15-25), one-to-one challenge-to-module mapping, and tense/tone rules — rather than vague direction, matching the score-3 anchor.

3 / 3

Workflow Clarity

The six-step core procedure is clearly sequenced, and Step 4 provides an explicit validation checkpoint ('A failed check is fixed in the plan before any prose is written') plus a citation-verification ladder, giving the feedback loop the score-3 anchor requires.

3 / 3

Progressive Disclosure

The body is an overview that points to six real, one-level-deep reference files, each signaled with 'See: references/X.md for ...', matching the score-3 anchor of a clear overview with well-signaled shallow references rather than inline monolithic detail.

3 / 3

Total

12

/

12

Passed

Description

100%Weight 40%Scale 1-3

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 specific, uses third-person voice, and pairs a clear capability statement with an explicit use-when trigger, giving it strong coverage across all four dimensions. Trigger terms are natural and the niche is distinct.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — 'Drafts the Introduction prose', 'Positions the paper as Technique or New Problem/Setting', 'aligns contributions with challenges', 'weaves verified citations', 'Outputs flowing prose by default, or an outline on request' — matching the score-3 anchor of several specific actions rather than the score-2 single-domain description.

3 / 3

Completeness

It explicitly answers both what the skill does and when to use it via an explicit 'Use when...' trigger, satisfying the score-3 anchor; it is not the score-2 case where 'when' is only implied.

3 / 3

Trigger Term Quality

The clause 'Use when the user asks to draft, outline, or restructure an Introduction' surfaces the natural terms a user would say; coverage is strong rather than the partial set scored at 2.

3 / 3

Distinctiveness Conflict Risk

The skill is scoped to a clear niche — Introduction prose for a technical paper — with the distinct 'Introduction' trigger, making wrong-skill activation unlikely; it is well above the score-2 'could still overlap' case.

3 / 3

Total

12

/

12

Passed

Validation

100%

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

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
HKUSTDial/Supervisor-Skills
Reviewed

Table of Contents

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