Agent skill · Audited from source

research-proposal

skill · luwill/research-skillsLicence not declaredAudited 22 Oct 2026 · source d77a3a8c44da

★ 874pushed 11 days agoversion 2.0.1
✓SAFEGrade B · 89/100 · 22 Oct 2026 · d77a3a8
874repo stars · whole luwill/research-skills

Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit d77a3a8c44da and found no filesystem, network or shell access and no hard-coded secrets. What it does: Use when the user asks to write or draft a PhD / doctoral research proposal, research plan, 研究计划书, or 开题报告 — a forward-looking plan of background, gap, research questions, methodology, timeline, and significance, in…

Ask an AI about this pageGChatGPTCClaudePPerplexityGeGeminiXGrok
More
Cite

Cite this page

ModelsAtlas. “research-proposal (luwill/research-skills)”. Retrieved 22 Oct 2026. https://modelsatlas.com/skills/luwill/research-proposal

2 skills are called “research-proposal”. You are viewing luwill/research-skills.

Trust audit

Audit 0.4.1 · source read 22 Oct 2026

Trust score89/100✓SAFE B
0 critical0 high0 medium0 low0 info

SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 13,985 of 14,816 audited skills.

What the source does

  • FilesystemNone observedNo reads or writes in the source
  • NetworkNone observedNo outbound calls in the source
  • ShellNone observedNo commands run in the source
  • DependenciesPinnedNothing floats
  • SecretsNone foundNo keys in source

Five audit layers

LayerWhat we checkResultFindings
L0 ProvenanceRepo owner, licence, archive status, activityPASS0
L1 Static sourceSecrets, path traversal, supply chain, hidden codePASS0
L2 InstructionsPrompt injection, authority framing, hidden directivesPASS0
L3 InventoryThe files and declarations match the sourcePASS0
L4 SandboxRun in isolation and watch behaviourSKIPPED why0

Gates applied: no behavioural pass.

Findings (0)

No findings at any severity. We re-audit when the source changes.

Audit 0.4.1 · source sha d77a3a8c44da · 22 Oct 2026Report an issue or request a re-scan

Provenance

Who published it, and what the verdict is pinned to

  • Publisherluwill GitHub userOwner of the repository this skill is read from
  • Source folderluwill/research-skills/research-proposalThe exact folder we audited
  • LicenceNot declaredAs the repository states it
  • Commit pinned for this verdictd77a3a8c44daA new audit runs when the source changes
  • Repository statusNot archivedLast push 11 days ago
  • Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

What it tells the agent

Full source on GitHub ↗

Its description: Use when the user asks to write or draft a PhD / doctoral research proposal, research plan, 研究计划书, or 开题报告 — a forward-looking plan of background, gap, research questions, methodology, timeline, and significance, in…

---
name: research-proposal
description: >
  Use when the user asks to write or draft a PhD / doctoral research proposal,
  research plan, 研究计划书, or 开题报告 — a forward-looking plan of background,
  gap, research questions, methodology, timeline, and significance, in English or
  Chinese. Triggers: "write a research proposal", "PhD proposal", "doctoral
  proposal", "研究计划书", "开题报告", "写博士研究计划". The literature-corpus half
  of 开题报告 (exhaustive, reproducible retrieval with recall evidence) belongs
  to the lit-search skill; this skill consumes its outputs (dois.md /
  references.md — the default formatted list; references.bib only when lit-search ran
  with --bibtex). Not for backward-looking literature reviews / 综述 / surveys
  (use medical-imaging-review). For grant applications (国自然/NSF) it drafts and
  structures the CONTENT (立项依据/研究内容/...) but never fills a funder's own
  form system or budget tables.
metadata:
  author: user
  version: "2.0.1"
allowed-tools:
  - WebSearch
  - WebFetch
  - Read
  - Write
  - Edit
  - AskUserQuestion
  - Glob
  - Grep
  - Bash
  - mcp__zotero__zotero_search_items
  - mcp__zotero__zotero_get_item_metadata
  - mcp__zotero__zotero_get_item_fulltext
  - mcp__zotero__zotero_get_annotations
  - mcp__zotero__zotero_get_notes
  - mcp__zotero__zotero_semantic_search
  - mcp__zotero__zotero_advanced_search
---

# Research Proposal Generator

Generate a forward-looking academic research proposal — a plan for research not yet done — following flagship academic writing conventions, in English or Chinese.

This skill produces the **first draft correctly**, not a template to be fixed later. Its single most important discipline is citation integrity: a proposal with a fabricated reference is an academic-integrity problem, not a style problem. Read [references/CITATION_INTEGRITY.md](references/CITATION_INTEGRITY.md) before Phase 2.

## Core Principles

**Prose first.** Proposals read as flowing, connected paragraphs — not bulleted lists. Reserve lists for a focused set of research questions/objectives (2–4 items) and timeline milestones. Never enumerate contributions, methodology, background, or significance as bullets; narrate them. Full rules and examples: [references/WRITING_STYLE_GUIDE.md](references/WRITING_STYLE_GUIDE.md).

**Every citation verified before it is committed.** Reference count follows the argument, never a quota — there is no minimum. A PhD proposal typically cites 25–50 sources (humanities often more); a tightly argued 25 beats a padded 45. Every reference must exist (DOI/PMID/arXiv resolves, or Zotero metadata), with author and year matching the source, before it enters the proposal. Unverifiable references are flagged `[UNVERIFIED]` and disclosed — never fabricated. See [references/CITATION_INTEGRITY.md](references/CITATION_INTEGRITY.md).

**Write with verification, not one-shot.** Draft section by section; verify each section's citations before moving to the next (Phase 4). Do not generate a full multi-section proposal with dozens of citations in a single pass — that is the structural cause of hallucinated references.

**Hedge to the evidence.** Use tentative language ("aims to", "may", "is expected to") for proposed work and uncertain claims; state well-established facts plainly. Do not over-claim ("will prove", "revolutionize").

**Avoid the LLM tells.** These phrases are AI-detector signatures — strip them: "Over the past decade, X has emerged as...", "In recent years,", "It is worth noting that", "plays a crucial/pivotal role", "has garnered significant attention", "delves into", "a testament to"; 中文: "近年来,随着......的飞速发展", "......日益受到广泛关注". Write specific openings grounded in the actual field instead of generic scene-setting.

## Scenario Routing

The default structure below targets **PhD/doctoral proposals and academic research plans** (Abstract → Introduction → Literature Review → Methodology → Timeline → Significance). Confirm the scenario in Phase 1 and adapt:

| Request | Structure |
|---|---|
| PhD/doctoral proposal, research plan, 研究计划书 | Default structure (this skill) |
| 开题报告 (thesis proposal / defense) | Default structure, but weight Literature Review more heavily and open Methodology with a **研究基础/可行性分析 (existing basis & feasibility)** subsection — the reviewer's prior work, preliminary results, and access to data/compute; keep methodology concrete |
| Humanities dissertation proposal | Default + a **Chapter Outline** section (see [references/DOMAIN_TEMPLATES.md](references/DOMAIN_TEMPLATES.md)) |
| 基金申请书 / 国自然 / NSF grant | **Different structure** (立项依据 / 研究内容与目标 / 研究方案与可行性 / 研究基础与工作条件). This skill drafts the *content* adapted to the funder's required sections — it does **not** fill the funder's own form system, budget tables, or NSF-specific fields (Intellectual Merit / Broader Impacts). Tell the user the default 5-section template is not a grant form; adapt headings to the funder's required template and confirm with the user before writing |

---

## Phase 1: Requirements Gathering

Use `AskUserQuestion` to collect:

- **Research topic / question** — core problem to investigate.
- **Scenario** — PhD proposal / 开题报告 / research plan / grant (routes structure, see above).
- **Academic domain** — STEM (and whether computational/ML — see [references/DOMAIN_TEMPLATES.md](references/DOMAIN_TEMPLATES.md)), Humanities, or Social Sciences.
- **Output language** — English or 中文.
- **Target word count** — default ~3,000 words; range 2,000–4,000 (humanities may extend to ~10,000).
- **Optional** — target institution/supervisor; existing materials or a Zotero library to draw on.

If the topic is too vague to scope a methodology, ask focused clarifying questions before proceeding. **Headless run** (no interactive user, e.g. called from another agent's pipeline): extract the requirements above from the calling prompt instead of asking, and record them as **locked assumptions** in the outline the way Phase 3 does — never invent a requirement the promp

Excerpt, first 6,000 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

Install

Pinned to the audited commit d77a3a8

Download folder ↗
git clone https://github.com/luwill/research-skills
git -C research-skills checkout d77a3a8c44da

The author documents no install command, so this uses the repository directly. Our verdict covers commit d77a3a8c44da only.

Works in

The author has not said which agents this skill supports, and we have not tested it in any.

Audit history

Every audit, every source change

  1. ✓SAFE B 89 / 100

    first audit · source d77a3a8c44da

Questions about research-proposal

What does the research-proposal skill do?
Some commonly used research experiences and processes are encapsulated into Agent skills.
Is research-proposal safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can research-proposal access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (d77a3a8c44da), read on 2026-10-22. The repository is watched, and a new audit runs when it changes — this is the first audit.

Sources

Spotted something wrong? Report a correction · Methodology

Keep going in your AI

Opens with this page as the source. We add nothing else to the prompt.