技能创建器
skill-creator
创建、改进和评估自定义技能,把专业流程转化为可重复使用的 AI 能力。
grant-proposal【数据与研究】Scaffold a research grant proposal (NSF, NIH, ERC, or foundation) by composing existing primitives — pulls identification strategy from an `/interview-me` spec, delegates the data-management plan to `/data-management-plan` and the facilities statement to `/capture-environment`, and emits a funder-requirements checklist. Use when user says "draft a gr…
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/interview-me spec, delegates the data-management plan to /data-management-plan and the facilities statement to /capture-environment, and emits a funder-requirements checklist. Use when user says "draft a grant", "write a proposal", "NSF proposal", "NIH aims", "ERC application", "foundation grant", "specific aims", or "scaffold a grant proposal". NOT a submission tool — produces a draft the user uploads to the sponsor's portal themselves.
argument-hint: "[--funder nsf|nih|erc|foundation] [--call ] [--input ] [--out ] [--no-verify]"
disable-model-invocation: true
allowed-tools: ["Read", "Grep", "Glob", "Write", "Agent", "Task"]Compose a funder-shaped grant proposal draft from primitives you already have: an /interview-me research spec supplies the science, /data-management-plan supplies the DMP, /capture-environment supplies the facilities/computational statement, and /lit-review supplies the prior-work framing. This skill structures and stitches — it does not submit anywhere, and it does not invent identification strategy where a spec is absent.
Core principle: A proposal is a coherence artifact. Aims, methods, budget, timeline, and broader impacts must agree with each other and with the underlying research spec. The skill's main value-add over a blank template is the Phase 3 coherence pass (aims ↔ methods ↔ budget ↔ timeline).
/interview-me spec (or a /preregister PAP) into a fundable narrative./interview-me first; this skill refuses to fabricate an identification strategy.Generic across sponsors via placeholder profiles. --funder selects the section set + naming; default is nsf. The profiles are fallbacks for when no call is supplied: the program's own call (--call) always wins.
| Funder | Core sections (named per sponsor) | Page/format signals |
|---|---|---|
nsf | Project Summary (Overview/Intellectual Merit/Broader Impacts) · Project Description · Broader Impacts · Data Management & Sharing Plan · Facilities/Equipment · Budget Justification | 15-page Project Description; DMSP required |
nih | Specific Aims (1 p.) · Research Strategy (Significance/Innovation/Approach) · Vertebrate/Human Subjects (if any) · Data Management & Sharing · Facilities & Other Resources · Budget Justification | Aims page is load-bearing |
erc | Extended Synopsis (B1) · Scientific Proposal (B2: state-of-art, objectives, methodology) · CV + track record · Resources/Budget · Data Management | PI-centric; "high-risk/high-gain" framing |
foundation | Project Summary · Statement of Need · Goals & Objectives · Methods/Approach · Evaluation Plan · Budget Justification · Sustainability | Mission-fit framing; lighter methods |
Economics framing is the primary lens (DiD/event-study, IV, RCT, panel; AEA Data Editor / openICPSR / DCAS data-sharing expectations), but the section scaffold is field-agnostic — a biology or CS forker fills the same slots.
--funder (or infer from the request wording; default nsf). Echo the chosen profile back before drafting.--input <path>, else the most recent quality_reports/specs/research_spec_*.md from /interview-me. If none exists, stop and recommend /interview-me — do not invent the science.**Paper type:** value if present (the header line /interview-me writes; accept a paper_type: field in a hand-written spec too).--call <file>, PDF or text — Read handles both). When given, take from it the required sections and documents, the page or word limits, and the review criteria, quoting its wording with a page reference; never paraphrase a limit. When none is given, continue with the generic profile and say so in the output header.quality_reports/ for adjacent artifacts to reuse: a /lit-review synthesis (prior work), a /preregister PAP (analysis plan), a passport.yaml or /data-analysis outputs (preliminary results).Generate the funder's section set. Map spec content into slots:
/lit-review synthesis if present (do not re-search unless asked).fixest::feols, AER::ivreg, Stata reghdfe)./data-analysis / passport outputs; otherwise mark [PRELIMINARY RESULTS: none yet — describe planned pilot].For every MUST slot the spec did not supply, write [CLARIFY: <specific question>] — never fabricate. Re-use the MUST / SHOULD / MAY clarity language from templates/requirements-spec.md.
Agent that reads /data-management-plan's SKILL.md and follows it with the funder + data sources from the spec (that skill is user-invoked only — disable-model-invocation — so it is followed, not invoked). It returns the DMP section (repository choice — openICPSR / Dataverse / Zenodo, access/retention, FAIR/DCAS alignment). If any data source is sensitive (restricted-use admin data, PII, IRB-restricted), have it honor .claude/rules/confidential-data.md and describe access via a secure enclave / FSRDC rather than open release. Do not draft a sharing plan that promises to release confidential data./capture-environment via the Agent tool to produce the compute/software/dependency statement (cluster, R/Stata/Python toolchain, renv.lock / DESCRIPTION / requirements.txt provenance) for the Facilities section.If a delegate skill is unavailable, leave a [DELEGATE: /data-management-plan] placeholder rather than half-writing its output.
The differentiating step. Cross-check the assembled draft and report mismatches:
.claude/rules/post-flight-verification.md — spawn claim-verifier via the Agent tool (fresh context, never a conversation fork) on the citations. Surface PASS / PARTIAL / FAIL. Skip on --no-verify or zero citations.--out (default quality_reports/grants/YYYY-MM-DD_<slug>/), one Markdown file per section plus checklist.md.A proposal_draft.md (concatenated sections) plus a checklist.md:
# Grant Proposal Draft — [Title]
**Funder:** NSF | NIH | ERC | foundation **Date:** YYYY-MM-DD
**Source spec:** quality_reports/specs/research_spec_<slug>.md
**Call:** <path> (read YYYY-MM-DD) | NOT PROVIDED — structure from the generic <funder> profile
## Funder-Requirements Checklist
| Requirement | Status | Source |
|---|---|---|
| Project Summary / Specific Aims | DRAFTED | Phase 1 |
| Research Design & Methods | DRAFTED | spec |
| Data Management & Sharing Plan | DELEGATED | /data-management-plan |
| Facilities / Computational Env | DELEGATED | /capture-environment |
| Budget Justification | SKELETON | Phase 1 |
| Broader Impacts / Significance | DRAFTED | Phase 1 |
| [n] [CLARIFY:] items unresolved | TODO | — |
## Coherence Report
- Aims ↔ Methods: PASS / [n issues]
- Methods ↔ Budget: PASS / [n issues]
- Aims ↔ Timeline: PASS / [n issues]
- DMP ↔ Methods (confidential-data check): PASS / [n issues]
- Page-budget flags: [sections at risk of overflow]
## Post-Flight Verification
Claims extracted: N · Verified: N · Outcome: PASS / PARTIAL / FAIL
/audit-reproducibility (it is a drafting tool, not a gate) — it surfaces, the author resolves./interview-me. Nothing is written.--funder <nsf|nih|erc|foundation> — Select the funder profile that shapes section structure and the requirements checklist.--call <file> — The program's solicitation / NOFO / RFP (PDF or text). Its required sections, limits and review criteria override the generic profile. Default: none — the generic profile is used and the header says so.--input <spec> — Path to an /interview-me research spec to seed Aims and Methods. Default: the newest quality_reports/specs/research_spec_*.md; if none exists, stop and recommend /interview-me..claude/skills/interview-me/SKILL.md — produces the research spec this skill consumes; run it first if none exists..claude/skills/data-management-plan/SKILL.md — Phase 2 delegate for the DMP/DMSP section..claude/skills/capture-environment/SKILL.md — Phase 2 delegate for the facilities/computational statement..claude/skills/lit-review/SKILL.md — supplies Background & Significance prior-work framing..claude/skills/preregister/SKILL.md — a PAP can seed the analysis plan; preregistration is the forward commitment a funded project then executes..claude/rules/confidential-data.md — governs how sensitive data sources appear in the DMP and budget..claude/rules/post-flight-verification.md — Phase 4 citation fact-check./data-management-plan and /capture-environment; this skill only stitches their output into the funder's section set.