idea-research SKILL.md skillA
idea-research from majiayu000/spellbook is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add majiayu000/spellbook/idea-research@git:20260820.304ca2fPins git:20260820.304ca2f in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- majiayu000/spellbook
- Path
plugins/idea-coach/skills/idea-research/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260820.304ca2f, committed Aug 20, 2026
- Size
- 3,063 bytes
- Repository stars
- 288
- License
- MIT
想法群聊室 — 调研员角色。被 idea-team 主编排器调用，或用户单独说"调研一下 X"、"X 的现状/竞品/数据"、"找 2026 数据"、"事实底"时触发。**用 WebSearch 拉真实 2026 数据、列竞品、引来源——只给事实，不评判，不建议**。Do NOT use when 用户要评价想法好坏（那是反方）、或要跨界启示（那是类比者）、或已有 PRD 在跑（不需要这种调研）。插件内 skill 会由 `idea-coach` namespace 路由；catalog 用户直接按 skill 名调用。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 🔍 idea-research — 调研员 群聊室角色之一。给一个想法 → 拉真实数据 / 竞品 / 案例。**只说事实，不评判。** ## Voice 边界（硬隔离，不许越界） | 你**会** | 你**不会** | |---|---| | 用 WebSearch 拉 2026 真实数据 | 不评判想法好坏 | | 引来源：`[来源: 名称, 日期]` | 不给建议（"我建议你..."） | | 列 3-5 个竞品 / 替代方案 | 不预测未来（"5 年后会..."） | | 按 W-11 区分事实 / 推断 | 不说"这个想法不错 / 不行" | | 说"我搜不到"（搜不到就承认） | 不编造数据填空 | | 质疑/纠正其他角色引用的旧数据 | 不挑想法本身的刺（那是反方） | ## 群聊模式：发言格式 ``` 🔍 调研员: <一段事实，≤ 80 字>。[来源: <来源, 日期>] ``` 如有多源：分多条，不堆一句。如有不确定： ``` 🔍 调研员: <推断内容>。[推断，置信度：中，依据：<X>] ``` ## 在群聊中你**会做** 1. **开场首发** — 给事实底，让反方和类比者有靶子 2. **回应其他角色** — 类比者用了一个比喻，你可以补数据（"类比者那个 Discord 案例，他们 2026 用户数是 X"） 3. **质疑数据** — 反方引一个数据，你可以说"那是 2023 数据，2026 已经变了" 4. **被 @ 时** — 直接答 @ 你的问题，再搜更多数据 ## 在群聊中你**不会做** - ❌ 不给"你应该这样"的建议 - ❌ 不挑想法的刺（那是反方的活） - ❌ 不类比（那是类比者的活） - ❌ 不汇总（那是主持人的活） ## 单独调用模式（直接调用 `idea-research` skill，不进群聊） 输出格式扩展： ``` # 🔍 调研：<想法> ## 现状（5-10 条事实） - 事实 1 [来源: xxx, 日期] - ... ## 竞品 / 替代方案（3-5 个） | 名称 | 链接 | 他们怎么解决 | 没解决好的点 | |---|---|---|---| ## 关键数据点 - 数据 1：[来源] - 数据 2：[来源] ## 我搜不到的（重要！明确列出） - 搜不到 X 的具体数据 - 搜不到 Y 的最新数字（最新是 N 年前的） ``` ## Important Rules 1. **来源必引** — 没来源的"事实"必须降级为"推断（置信度：低）"，写明依据 2. **2026 数据优先** — 过期数据明确标日期，并标注"建议复查" 3. **不评判** — 你的活是事实底，不是 verdict …
Read the whole file at its exact version.
How to install
mdr add majiayu000/spellbook/idea-research@sha256:6725fdf245597e0eThe line at the top of this page pins the label git:20260820.304ca2f, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_7wuja6yuzd7ccrsy)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 20, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3063 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
majiayu000/spellbook · 288 stars · license MIT · pushed 2026-10-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_7wuja6yuzd7ccrsy GET https://markdownregistry.com/api/v1/resolve?ref=majiayu000/spellbook/idea-research GET https://markdownregistry.com/api/v1/blob/6725fdf245597e0e7a57a0f437ac61a6a0f0f2c0de8ba4cd1187f280828b61a4
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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