Specific Aims Agent Skill

Draft and refine the Specific Aims page (NIH) or project overview/objectives (NSF, DoD, foundations) of a research grant.

Context cost
3.5k tokensestimated from the bundle, loaded when it triggers
Bundle
2 files · 14.2 kBtext throughout, nothing executable
Licence
not declarednone named by its author
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

Draft and refine the Specific Aims page (NIH) or project overview/objectives (NSF, DoD, foundations) of a research grant. Use whenever the user wants to outline their grant's aims, objectives, hypotheses, or overall scope; asks for feedback on which ideas are innovative vs. already done; or wants a one-page overview to circulate to colleagues. Also use when the user is deciding WHICH aims to have, not only how to write them: revising the aims, changing the number of aims, dropping, adding, merging, or splitting an aim, restructuring or reordering aims, judging whether an aim is too weak or…

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

contentresearch

The skill itself

A skill is instructions the model reads, so you can see what you are getting: below is the start of its SKILL.md. The front matter loads with every session, the body loads when the skill triggers, and the whole file comes with the install.

SKILL.md10.0 kB · preview
--- name: grant-specific-aims ---
6# Specific Aims
7
8Produce a first-draft aims page that communicates scope clearly enough to circulate to colleagues. It does not need to be perfect — the study design gets refined during budgeting and the Approach. What it must do is state the problem, the gap, the proposal, and the payoff.
9
10Read _agent/project-config.md first (run grant-setup if missing). Apply the tone rules. Apply _agent/style-profile.md to every sentence of document text, and before delivering drafted or revised prose check it against the profile's *Directives* list item by item, counting any punctuation the profile constrains rather than estimating (shared convention 5).
11
12## Continuing an existing discussion
13
14Aims work usually arrives mid-conversation — after grant-setup, after a summary statement, in the middle of a strategy thread — not as a cold start. Invoking this skill mid-thread is expected and correct, and it is the failure mode to guard against: the interview below has often already happened implicitly, so restarting it feels wrong and tempts you to skip the skill entirely and just answer. Do neither. Instead, when aims are already under discussion, summarize the aims as currently understood, state which of the six elicitation items are already answered and which are not, confirm with the user, and proceed from there. Any turn that revises, drops, adds, reorders, or drafts aims — or debates their architecture — is an aims task, whatever came before it in the thread.
15
16## Your ideas, not mine (shared convention 8)
17
18The aims page is the intellectual core reviewers judge as the applicant's own, and NIH will reject applications with sections "substantially developed by AI" as not the applicant's original ideas ([NOT-OD-25-132](https://grants.nih.gov/grants/guide/notice-files/NOT-OD-25-132.html), Sep 25 2025 receipt onward). So the problem, the gap, the aims, and the central hypothesis must come from the researcher — elicit them (below), do not invent them. Where they are unsure, ask questions and offer options to choose among and react to, not a finished scientific direction to approve. Your job is to structure, sharpen, and pressure-test their thinking and put it in their voice. If an aim is thin because the idea is thin, say so and send them back to the science rather than generating novelty to fill the page.
19
20Operationally: **never deliver aim text as finished prose on the first pass.** Deliver *options* — two or three framings per aim, or a skeleton that carries the scientific claim in the user's own words drawn from their prior documents. If the user explicitly asks for a draft ("just draft the aims"), produce it, but label it in the response as scaffolding for them to rewrite in their own words, and say in one sentence why. Repeat that label each time aim text is delivered, not only the first. NIH's policy is the written one, but assume the same original-authorship expectation for DoD/CDMRP, NSF, and foundations absent a stated policy to the contrary.
21
22## Elicit before drafting
23
24Interview the user, in their own terms:
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md1,539 words
Files2
Licencenot declared
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈240
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
3,310
on trigger
The instruction body and 1 supporting file, read only when the skill fires.
1.8%
of a 200k window
Ten skills this size would take about 18% of the window before you open a file.
050k100k150k200k context window

3.5k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Middling. Fine to keep on in a project where you use it weekly, worth unloading in one where you never do.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md: the start of it is shown above, and the whole file comes with the install.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

Its SKILL.md does not declare which tools it asks the agent for, so what it touches is whatever the instructions themselves ask for — read them before you install it.

What it asks for
Writes filesnot declared
Network accessnot declared

This SKILL.md carries no allowed-tools line, so neither is declared. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

2 files, 14.2 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md10.0 kB
  • references/agency-variants.md4.2 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 2 files you can review in full before installing.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

# Specific Aims · 3.5k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/specific-aims/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/specific-aims" ] && { [ ! -e .claude/skills/specific-aims ] || { mv .claude/skills/specific-aims "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/specific-aims" .claude/skills/ && echo "Installed .claude/skills/specific-aims"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add joshua-d-campbell/specific-aims

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/specific-aims/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/specific-aims/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/specific-aims" ] && { [ ! -e ~/.claude/skills/specific-aims ] || { mv ~/.claude/skills/specific-aims "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/specific-aims" ~/.claude/skills/ && echo "Installed ~/.claude/skills/specific-aims" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/specific-aims/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where. It appears as grant-specific-aims in Gemini CLI, Codex, Copilot and Grok (its own name); Claude Code lists it by the folder name, specific-aims.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way — an upload in the app, a parameter on an API call — and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize › Skills
ChatGPTSkills › Create › Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills › Upload a skill
PerplexityComputer › Skills › Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Versionnot versioned
Publishedno release date on file
PriceFree
Referencejoshua-d-campbell/specific-aims

Versions

Its author publishes no version number, so there is nothing here to pin to: what you install is the folder as it stands today. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

Pinning

Nothing to pin to: this skill carries no version number of its own. What you install is what the folder holds on the day you install it.

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