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grant-specific-aims-writer

Writes Specific Aims pages for grant applications. Use when drafting or revising the Specific Aims page (NIH R01/R21/R03), NSF Project Summary, or equivalent for any major funding agency. Also triggers on "write my specific aims", "help me draft specific aims for NIH", "what should a specific aims page include", "NSF project summary", "write my grant aims", or "how do I structure an R01".

Quality

92%

Does it follow best practices?

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Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

88%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 well-structured, actionable instruction skill: complete fill-in templates, explicit validation gates, a self-review checklist, and clean one-level references. The main weaknesses are two orphaned bundle files (references/budget_templates.md and scripts/main.py) that receive no navigation from SKILL.md, and minor rhetorical padding.

Suggestions

Add references/budget_templates.md and scripts/main.py to the References section (or describe when to use each) so the bundle's content is discoverable from SKILL.md.

Remove the redundant blockquote restating the skill's scope (the 'Grant Proposal Assistant focuses on the Specific Aims page...' line) and rhetorical flourishes like 'Every element must earn its space' to tighten token efficiency.

Clarify the relationship between the inline Step 5 self-review checklist and references/review_checklist.md — e.g., state that the reference file is the fuller pre-submission version — to avoid two overlapping checklists.

DimensionReasoningScore

Conciseness

The body is efficient: sentence-level templates, word budgets, mechanism-specific aim counts, and checklists with no padding of concepts Claude already knows. Minor instances of over-explanation could be trimmed — e.g., the redundant blockquote restating scope ('Grant Proposal Assistant focuses on the Specific Aims page...') and rhetorical flourishes like 'Every element must earn its space.' Not a 5 due to these trimmable instances; not a 3 because there are no padded sections or unnecessary explanations.

4 / 5

Actionability

For an instruction-only skill, this is fully executable guidance: a complete page skeleton with fill-in sentence templates for every section ('The overall objective of this [mechanism] is to...'), a target word count (~550–650), per-aim structure (hypothesis + approach + expected outcome in ≤3 sentences), an explicit avoid-list, a delivery checklist, and worked examples in references/specific_aims_examples.md. Common cases are covered concretely.

5 / 5

Workflow Clarity

Clear 5-step sequence (clarify story → apply principles → draft → NSF variant → self-review) with explicit validation checkpoints: hypothesis must be stated before drafting ('ask them to formulate one before drafting'), flags for over-dependent aims and infeasible scope, and a checkbox self-review checklist before delivery. Not a destructive or batch operation, so no cap applies.

5 / 5

Progressive Disclosure

The References section signals four one-level-deep links, all of which exist in references/ and none of which nest further. However, the actual bundle contains unreferenced content: references/budget_templates.md and a 691-line scripts/main.py are never mentioned in SKILL.md, leaving them undiscoverable. Good structure with organization gaps beyond 'minor' — but references that are present are clearly signaled, keeping this above anchor 3.

4 / 5

Total

18

/

20

Passed

Description

95%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: third-person voice, explicit 'Use when' clause, quoted natural trigger phrases, and concrete named document types. Both what and when are answered clearly with minimal vagueness or over-claiming.

DimensionReasoningScore

Specificity

Names the domain ('Specific Aims pages for grant applications') and several concrete actions — writing, drafting, and revising — applied to named document types (NIH R01/R21/R03 Specific Aims page, NSF Project Summary). Not a 5 because the actions are variations of one core activity (writing) rather than a broader comprehensive action list; not a 3 because multiple actions and specific formats are explicitly listed.

4 / 5

Completeness

Explicitly answers 'what' ('Writes Specific Aims pages for grant applications') and 'when' ('Use when drafting or revising the Specific Aims page... Also triggers on...') with concrete trigger phrases. This matches the top anchor's structure precisely — both what and when are explicit and concrete.

5 / 5

Trigger Term Quality

Includes a comprehensive set of natural user phrases in quotes — 'write my specific aims', 'help me draft specific aims for NIH', 'what should a specific aims page include', 'NSF project summary', 'write my grant aims', 'how do I structure an R01' — plus mechanism keywords (R01/R21/R03). These are exactly what a user would naturally say; no common variations are missing.

5 / 5

Distinctiveness Conflict Risk

Clear niche with distinct triggers: Specific Aims pages and NSF Project Summaries are narrowly defined deliverables, and trigger phrases like 'write my specific aims' and 'how do I structure an R01' would not fire for unrelated skills. The 'equivalent for any major funding agency' clause adds slight breadth, but not enough for meaningful conflict risk.

5 / 5

Total

19

/

20

Passed

Validation

93%

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

Validation — 15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository

aipoch/medical-research-skills

Path

awesome-med-research-skills/Academic Writing/grant-specific-aims-writer/SKILL.md

Reviewed

Table of Contents

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