CCPM Project Management
automazeio/ccpm
Runs a spec-driven workflow from PRD to epic to GitHub issues to parallel agents, with status, standup and blocked-work reports from bundled scripts.
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…
Install Idea Research
$ npx skills add majiayu000/spellbook --skill idea-research -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install majiayu000/spellbook idea-research --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/majiayu000/spellbook.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/idea-research .claude/skills/idea-research && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "idea-research" agent skill from https://github.com/majiayu000/spellbook/tree/main/skills/idea-research into .claude/skills/idea-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "idea-research", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/majiayu000/spellbook/tree/main/skills/idea-researchType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add majiayu000/spellbook --skill idea-research -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install majiayu000/spellbook idea-research --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/majiayu000/spellbook.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/idea-research .agents/skills/idea-research && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "idea-research" agent skill from https://github.com/majiayu000/spellbook/tree/main/skills/idea-research into .agents/skills/idea-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "idea-research", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add majiayu000/spellbook --skill idea-research -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install majiayu000/spellbook idea-research --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/majiayu000/spellbook.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/idea-research .cursor/skills/idea-research && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "idea-research" agent skill from https://github.com/majiayu000/spellbook/tree/main/skills/idea-research into .cursor/skills/idea-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "idea-research", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/majiayu000/spellbook.git --path skills/idea-research--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add majiayu000/spellbook --skill idea-research -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install majiayu000/spellbook idea-research --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/majiayu000/spellbook.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/idea-research .gemini/skills/idea-research && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "idea-research" agent skill from https://github.com/majiayu000/spellbook/tree/main/skills/idea-research into .gemini/skills/idea-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "idea-research", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install majiayu000/spellbook idea-researchInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add majiayu000/spellbook --skill idea-research -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/majiayu000/spellbook.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/idea-research .github/skills/idea-research && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "idea-research" agent skill from https://github.com/majiayu000/spellbook/tree/main/skills/idea-research into .github/skills/idea-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "idea-research", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add majiayu000/spellbook --skill idea-research -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install majiayu000/spellbook idea-research --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/majiayu000/spellbook.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/idea-research .opencode/skills/idea-research && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "idea-research" agent skill from https://github.com/majiayu000/spellbook/tree/main/skills/idea-research into .opencode/skills/idea-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "idea-research", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
idea-research- GitHub stars
- 287
- Token cost
- ~385 tokens
- SKILL.md length
- 91 words
- Files
- 1
- Skills in repo
- 97
- Repo updated
- First seen
- Licence
- MIT
At a glance
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…
- Works in 4 steps: 开场首发 — 给事实底，让反方和类比者有靶子 → 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… → 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" → …
- 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
- SKILL.md covers Voice 边界（硬隔离，不许越界）, 群聊模式：发言格式, 在群聊中你会做 and 在群聊中你不会做, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Idea Research is an agent skill from majiayu000/spellbook. 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。
Its SKILL.md is about 390 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Product & Project Management, covering PRD writing. The repository describes itself as: Cross-runtime skills for Claude Code, Codex, and multi-agent workflows. The licence is MIT.
When your agent uses it
- 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
- Tasks that involve PRD writing
Example prompts
- “调研一下 X”
- “X 的现状/竞品/数据”
- “找 2026 数据”
- “/idea-research”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- 开场首发 — 给事实底，让反方和类比者有靶子
- 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"）
- 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"
- 被 @ 时 — 直接答 @ 你的问题，再搜更多数据
What it can do on your machine
Read from SKILL.md and the folder at commit ed52af7. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Idea Research loads about 385 tokens when it runs. Until then it costs about 69 tokens; SKILL.md has 91 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from majiayu000/spellbook at commit ed52af7, republished under its MIT licence (© majiayu000). 91 words, ~385 tokens.
Download SKILL.mdSave it as
.claude/skills/idea-research/SKILL.md (or your agent's skills folder).- name
- idea-research
- description
- 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。
🔍 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
- 开场首发 — 给事实底，让反方和类比者有靶子
- 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"）
- 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"
- 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
- 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
- 2026 数据优先 — 过期数据明确标日期，并标注"建议复查"
- 不评判 — 你的活是事实底，不是 verdict
- 不编造 — 搜不到就说"搜不到"
- 群聊模式 ≤ 80 字 — 单独调用模式不限
© majiayu000, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in skills/idea-research of majiayu000/spellbook.
Open the folder on GitHubat commit ed52af7
Compare with similar skills
Idea Research next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Idea Research this skillmajiayu000/spellbook | 287 | — | ~385 | Automated safety check: Pass | MIT | |
| CCPM Project Managementautomazeio/ccpm | 8.4k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Ralph Tui Create Beadssubsy/ralph-tui | 2.5k | 1 repos | ~2.6k | Automated safety check: Pass | MIT | |
| Trellis Brainstormanjiemo/SunnyBeach | 178 | 7 repos | ~4k | Automated safety check: Pass | Apache-2.0 | |
| Ralph Tui Create Beads Rustsubsy/ralph-tui | 2.5k | 1 repos | ~2.8k | Automated safety check: Pass | MIT | |
| Ralph Tui Create JSONsubsy/ralph-tui | 2.5k | 1 repos | ~2.6k | Automated safety check: Pass | MIT |
Similar skills
Ralph Tui Create Beads
subsy/ralph-tui
Convert PRDs to beads for ralph-tui execution. An agent skill from subsy/ralph-tui.
Trellis Brainstorm
anjiemo/SunnyBeach
Guides collaborative requirements discovery before implementation.
Ralph Tui Create Beads Rust
subsy/ralph-tui
Convert PRDs to beads for ralph-tui execution using beads-rust (br CLI).
Ralph Tui Create JSON
subsy/ralph-tui
Convert PRDs to prd.json format for ralph-tui execution. An agent skill from subsy/ralph-tui.
Prd Generator
jamesrochabrun/skills
Generate comprehensive Product Requirements Documents (PRDs) for product managers.
More from majiayu000/spellbook
All 97 skills in this repoSkill Ecosystem Doctor
majiayu000/spellbook
Audits and repairs how coding-agent Skills are owned, copied and exposed across runtimes, from canonical sources to quarantine and retirement.
AGENTS.md Scaffold
majiayu000/spellbook
Scans a repository for real evidence and proposes, or on request writes, a small stack of root and scoped AGENTS.md files with validation commands and generated-file boundaries.
Product Demo Builder
majiayu000/spellbook
Plans, produces or diagnoses evidence-backed product demo videos: script, capture plan, pacing checks and verified final media built on real product behavior.
Flowguard Task Guard
majiayu000/spellbook
Single entry point that routes long or ambiguous agent tasks, checks live state, bounds autonomous loops and leaves a resumable handoff.
npm Supply Chain Check
majiayu000/spellbook
Scans a repository, its lockfiles and node_modules for known malicious npm package versions and install-time indicators, using a read-only Python scanner.
Product Manager Toolkit
majiayu000/spellbook
Product management helpers: a RICE scoring script, an interview transcript analyzer and PRD templates for prioritizing features, synthesizing research and writing requirements.
Related
Categories
Questions about Idea Research
What does Idea Research do?
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…. Idea Research is an agent skill from majiayu000/spellbook.
When should I use Idea Research?
Idea Research fits situations like: 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; tasks that involve PRD writing.
How do I install Idea Research in Claude Code?
Run `npx skills add majiayu000/spellbook --skill idea-research -a claude-code`. Or copy the skill folder (skills/idea-research in majiayu000/spellbook) into .claude/skills/idea-research in your project. Claude Code loads it when a task matches its description.
How do I install Idea Research in Codex?
Run `npx skills add majiayu000/spellbook --skill idea-research -a codex`. Or copy the skill folder (skills/idea-research in majiayu000/spellbook) into .agents/skills/idea-research in your project. Codex loads it when a task matches its description.
Can I use Idea Research in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add majiayu000/spellbook --skill idea-research -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/idea-research, .gemini/skills/idea-research, .github/skills/idea-research and .opencode/skills/idea-research in your project.
What does Idea Research need to run?
SKILL.md names no scripts, command-line tools or credentials: Idea Research is instructions for the agent only.
Does Idea Research access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Idea Research safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Idea Research use?
Idea Research is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Idea Research use?
About 385 tokens (SKILL.md is roughly 1.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Idea Research?
Skills that share tags, products or a category with Idea Research: CCPM Project Management (automazeio/ccpm, 8.4k stars), Ralph Tui Create Beads (subsy/ralph-tui, 2.5k stars), Trellis Brainstorm (anjiemo/SunnyBeach, 178 stars) and Ralph Tui Create Beads Rust (subsy/ralph-tui, 2.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Idea Research?
majiayu000 (a GitHub user) maintains it in majiayu000/spellbook, which has 287 GitHub stars. The repository holds 97 skills in this directory. The repository was last updated on October 8, 2026.
Source: majiayu000/spellbook on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.