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Agent Skill · 研究检索

nm-attune-project-brainstorming(nm attune 项目头脑风暴)

nm-attune-project-brainstorming 用于查找、检索和筛选相关信息,适合在 OpenClaw 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

nm-attune-project-brainstorming 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为需要联网;许可证为 MIT-0,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 24,917。

总安装 3,888周安装 162GitHub Stars 公开资料未说明下载 1,296核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
MIT-0
版本
1.0.0

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:nm-attune-project-brainstorming(nm attune 项目头脑风暴)
来源仓库:https://github.com/athola/nm-attune-project-brainstorming
安装命令:
openclaw skills install nm-attune-project-brainstorming
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 OpenClaw 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

ClawHubOpenClaw
openclaw skills install nm-attune-project-brainstorming

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

通过苏格拉底式提问引导项目构思,输出可比较的方案。适合在 OpenClaw 中启动新项目或探索替代方案时使用。核心能力是结构化地生成并对比项目思路。nm-attune-project-brainstorming 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

通过 clawhub 安装,建议结合具体需求输入使用。注意确认是否涉及敏感信息处理或外部 API 调用。

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 OpenClaw;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 openclaw skills install nm-attune-project-brainstorming;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要需要联网,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

nm-attune-project-brainstorming 怎么安装?

在终端执行 openclaw skills install nm-attune-project-brainstorming。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

nm-attune-project-brainstorming 支持哪些 AI 工具?

公开资料标注支持 OpenClaw。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

nm-attune-project-brainstorming 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

nm-attune-project-brainstorming 是免费的吗?

来源标注的许可证是 MIT-0。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

nm-attune-project-brainstorming 用的人多吗?

公开数据是累计安装 3,888 次,近一周安装 162 次,下载 1,296 次。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

nm-attune-project-brainstorming 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 专注 OpenClaw 一种宿主,触发方式和使用习惯不用来回切换。
  • 许可证明确为 MIT-0,商用和分发边界好判断。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 OpenClaw,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

不太适合

  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
nm-attune-project-brainstorming

nm attune 项目头脑风暴 · 本页

3,888—需要联网MIT-0通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

name
project-brainstorming
description
|
version
1.8.2
triggers
metadata
{"openclaw": {"homepage": "https://github.com/athola/claude-night-market/tree/master/plugins/attune", "emoji": "\�\�", "requires": {"config": ["night-market.modules/spec-review-loop.md", "night-market.modules/deferred-capture.md"]}}}
source
claude-night-market
source_plugin
attune
Night Market Skill — ported from claude-night-market/attune. For the full experience with agents, hooks, and commands, install the Claude Code plugin.

Table of Contents

Project Brainstorming Skill

Guide project ideation through Socratic questioning, constraint analysis, and structured exploration.

When To Use

  • Starting a new project without clear requirements
  • Exploring problem space before specification
  • Need to compare multiple approaches systematically
  • Validating project feasibility and scope
  • Documenting decision rationale for stakeholders
  • Need to clarify the core problem being solved

When NOT To Use

  • Requirements and specification already exist (use Skill(attune:project-planning) instead)
  • Refining existing specs (use Skill(attune:project-specification) instead)
  • Project scope is well-defined (jump to /attune:project-init)
  • Mid-project pivots (use Skill(attune:war-room) for strategic decisions)

Integration

With superpowers:

  • Delegates to Skill(superpowers:brainstorming) for Socratic method
  • Augments with project-specific patterns
  • Uses project brainstorm templates

Without superpowers:

  • Standalone questioning framework
  • Project-focused ideation patterns
  • Structured output templates

War Room Integration (REQUIRED):

  • After Phase 3 (Approach Generation), automatically invokes Skill(attune:war-room)
  • All brainstorming context passed to War Room for expert deliberation
  • War Room provides multi-LLM pressure testing and synthesis
  • Only bypassed for Type 2 decisions (RS ≤ 0.40) with explicit user confirmation

Brainstorming Framework

Phase 1: Problem Definition

Socratic Questions:

  1. What problem are you solving?
  2. Who experiences this problem?
  3. What makes this problem worth solving now?
  4. What happens if this problem isn't solved?
  5. What existing solutions have been tried?

Output: Problem statement in docs/project-brief.md

Template:

## Problem Statement

**Who**: [Target users/stakeholders]
**What**: [The problem they face]
**Where**: [Context where problem occurs]
**When**: [Frequency/timing of problem]
**Why**: [Impact of the problem]
**Current State**: [Existing solutions and limitations]

Verification: Run the command with --help flag to verify availability.

Phase 2: Constraint Discovery

Questions:

  1. What are non-negotiable technical constraints?
  2. What are resource constraints (time, budget, team)?
  3. What integration points are required?
  4. What compliance/regulatory requirements apply?
  5. What are success criteria and failure modes?

Output: Constraints matrix

Template:

## Constraints

### Technical
- [Constraint 1 with rationale]
- [Constraint 2 with rationale]

### Resources
- **Timeline**: [Duration with milestones]
- **Team**: [Size and skills]
- **Budget**: [If applicable]

### Integration
- [Required system 1]
- [Required system 2]

### Compliance
- [Requirement 1]
- [Requirement 2]

### Success Criteria
- [ ] [Measurable criterion 1]
- [ ] [Measurable criterion 2]

Verification: Run the command with --help flag to verify availability.

Phase 3: Approach Generation

Technique: Generate 3-5 distinct approaches

For each approach:

  • Clear description (1-2 sentences)
  • Technology stack
  • Pros (3-5 points)
  • Cons (3-5 points)
  • Risks (2-3 points)
  • Estimated effort
  • Trade-offs

Template:

## Approach [N]: [Name]

**Description**: [Clear 1-2 sentence description]

**Stack**: [Technologies and tools]

**Pros**:
- [Advantage 1]
- [Advantage 2]
- [Advantage 3]

**Cons**:
- [Disadvantage 1]
- [Disadvantage 2]
- [Disadvantage 3]

**Risks**:
- [Risk 1 with likelihood]
- [Risk 2 with likelihood]

**Effort**: [S/M/L/XL or time estimate]

**Trade-offs**:
- [Trade-off 1 with mitigation]
- [Trade-off 2 with mitigation]

Verification: Run the command with --help flag to verify availability.

Design for Isolation:

When generating approaches, evaluate each against two isolation tests:

  1. Comprehension test: Can someone understand what

each unit does without reading its internals? If a unit requires reading implementation details to understand its purpose, the boundary is wrong.

  1. Change test: Can you change a unit's internals

without breaking its consumers? If changing implementation details forces changes elsewhere, the interface is leaking.

File size as design signal: Files exceeding 500 lines (Python/Go) or 300 lines (JavaScript/TypeScript) often indicate a unit is doing too much. This is a design smell, not just a style issue. When flagging large files, suggest extracting specific concerns (e.g., "Extract validation logic into a separate module to improve testability").

Verification: Run the command with --help flag to verify availability.

Phase 3.5: War Room Deliberation (REQUIRED)

Automatic Trigger: After generating approaches, MUST invoke Skill(attune:war-room) for expert deliberation

When War Room is invoked:

  • All brainstorming context (problem, constraints, approaches) automatically passed to War Room
  • Expert panel reviews, challenges, and pressures each approach
  • Reversibility assessment conducted
  • Multi-LLM deliberation identifies blind spots
  • Supreme Commander provides synthesis with rationale

Command:

# Automatically invoked from brainstorm - DO NOT SKIP
/attune:war-room --from-brainstorm

War Room Output:

  • Reversibility Score (RS) and decision type
  • Red Team challenges for each approach
  • Premortem analysis on selected approach
  • Supreme Commander Decision document
  • Implementation orders and watch points

Bypass Conditions (ONLY skip war room if ALL true):

  • [ ] RS ≤ 0.40 (Type 2 decision - clearly reversible)
  • [ ] Single obvious approach with no meaningful trade-offs
  • [ ] Low complexity with well-documented pattern
  • [ ] User explicitly declines after being shown RS assessment

Proceed to Phase 4 only after War Room completes

Phase 4: Approach Comparison

Comparison Matrix:

CriterionApproach 1Approach 2Approach 3Approach 4
Technical Fit🟢 High🟡 Medium🟡 Medium🔴 Low
Resource Efficiency🟡 Medium🟢 High🔴 Low🟡 Medium
Time to Value🟢 Fast🟡 Medium🔴 Slow🟢 Fast
Risk Level🟡 Medium🟢 Low🔴 High🟡 Medium
Maintainability🟢 High🟡 Medium🟢 High🔴 Low

Scoring: 🟢 = Good, 🟡 = Acceptable, 🔴 = Concern

Phase 5: Decision & Rationale

Selection Criteria:

  1. Alignment with constraints (must satisfy all)
  2. Risk vs. reward balance
  3. Team capability and experience
  4. Time to value
  5. Long-term maintainability

Template:

## Selected Approach: [Approach Name] ⭐

### Rationale
[2-3 paragraphs explaining why this approach was selected]

Key decision factors:
- [Factor 1]
- [Factor 2]
- [Factor 3]

### Trade-offs Accepted
- **Trade-off 1**: [Description] → Mitigation: [Strategy]
- **Trade-off 2**: [Description] → Mitigation: [Strategy]

### Rejected Approaches
- **Approach X**: Rejected because [reason]
- **Approach Y**: Rejected because [reason]

Verification: Run the command with --help flag to verify availability.

Output: Project Brief

Final output saved to docs/project-brief.md:

# [Project Name] - Project Brief

**Date**: [YYYY-MM-DD]
**Author**: [Name]
**Status**: Draft | Approved

## Problem Statement
[From Phase 1]

## Goals
1. [Primary goal]
2. [Secondary goal]
3. [Tertiary goal]

## Constraints
[From Phase 2]

## Approach Comparison
[From Phase 3 & 4]

## War Room Decision
[From Phase 3.5 - includes RS assessment, Red Team challenges, premortem]

## Selected Approach
[From Phase 5, informed by War Room synthesis]

## Next Steps
1. `/attune:specify` - Create detailed specification
2. `/attune:blueprint` - Plan architecture and tasks
3. `/attune:project-init` - Initialize project structure

Verification: Run the command with --help flag to verify availability.

Questioning Patterns

Socratic Method

Clarification:

  • "What do you mean by [term]?"
  • "Can you give an example?"
  • "What is the difference between X and Y?"

Probing Assumptions:

  • "What are you assuming about [aspect]?"
  • "Why do you think that assumption is valid?"
  • "What if that assumption is wrong?"

Probing Reasoning:

  • "Why do you think this approach is best?"
  • "What evidence supports this?"
  • "Are there alternative explanations?"

Questioning Viewpoints:

  • "What would [stakeholder] think about this?"
  • "What are the counterarguments?"
  • "How might this fail?"

Probing Implications:

  • "What happens if we choose this approach?"
  • "What are the long-term consequences?"
  • "What does this commit us to?"

Constraint-Based Thinking

Must Have (Non-negotiable):

  • What absolutely must be true for success?
  • What constraints cannot be changed?

Should Have (Important):

  • What would significantly increase success?
  • What preferences matter most?

Could Have (Nice to have):

  • What would be beneficial but not critical?
  • What can we defer or drop if needed?

Won't Have (Explicit exclusions):

  • What are we explicitly NOT doing?
  • What scope boundaries prevent creep?

Red Flags to Surface

During brainstorming, watch for:

  • ⚠️ Vague problem statements ("make it better")
  • ⚠️ Unclear success criteria
  • ⚠️ Hidden assumptions about users or technology
  • ⚠️ Single approach bias (not exploring alternatives)
  • ⚠️ Scope creep in requirements
  • ⚠️ Unrealistic constraints or timelines
  • ⚠️ Missing stakeholder perspectives

Session State Management

Save session to .attune/brainstorm-session.json:

{
  "session_id": "20260102-143022",
  "started_at": "2026-01-02T14:30:22Z",
  "current_phase": "approach-selection",
  "problem": {
    "statement": "...",
    "stakeholders": ["..."]
  },
  "constraints": {
    "technical": ["..."],
    "resources": {"timeline": "...", "team": "..."}
  },
  "approaches": [
    {
      "name": "...",
      "pros": ["..."],
      "cons": ["..."]
    }
  ],
  "selected_approach": null,
  "decisions": {}
}

Verification: Run the command with --help flag to verify availability.

Phase 6: Workflow Continuation (REQUIRED)

Automatic Trigger: After Phase 5 (Decision & Rationale) completes and docs/project-brief.md is saved, MUST auto-invoke the next phase.

When continuation is invoked:

  1. Verify docs/project-brief.md exists and is non-empty
  2. Display checkpoint message to user:
   Brainstorming complete. Project brief saved to docs/project-brief.md.
   Proceeding to specification phase...
  1. Invoke next phase:
   Skill(attune:project-specification)

Bypass Conditions (ONLY skip continuation if ANY true):

  • --standalone flag was provided by the user
  • docs/project-brief.md does not exist or is empty (phase failed)
  • User explicitly requests to stop after brainstorming

Do NOT prompt the user for confirmation — this is a lightweight checkpoint, not an interactive gate. The user can always interrupt if needed.

Phase 6.5: Spec Review Gate

Automatic Trigger: After Phase 6 saves the project brief, and before invoking the next phase, run the spec review loop.

Procedure:

  1. Load modules/spec-review-loop.md for the review

prompt template

  1. Dispatch haiku-model subagent with the spec content
  2. If ISSUES FOUND: fix issues, re-dispatch (max 3

iterations)

  1. If APPROVED or 3 iterations exhausted: proceed to

Phase 6 continuation

Bypass Conditions:

  • --standalone flag was provided
  • --skip-review flag was provided
  • Spec document is under 200 words (too small to review)

Related Skills

  • Skill(superpowers:brainstorming) - Socratic method (if available)
  • Skill(attune:war-room) - REQUIRED AUTOMATIC INTEGRATION - Invoked after Phase 3 for multi-LLM deliberation
  • Skill(imbue:scope-guard) - Scope creep prevention
  • Skill(attune:project-specification) - AUTO-INVOKED next phase after brainstorming
  • Skill(attune:mission-orchestrator) - Full lifecycle orchestration

Related Commands

  • /attune:brainstorm - Invoke this skill
  • /attune:specify - Next step in workflow
  • /imbue:feature-review - Worthiness assessment

Examples

See /attune:brainstorm command documentation for complete examples.

Troubleshooting

Common Issues

Command not found Ensure all dependencies are installed and in PATH

Permission errors Check file permissions and run with appropriate privileges

Unexpected behavior Enable verbose logging with --verbose flag

平台分布

OpenClaw

92.81%
按下载量换算1,203

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

通过

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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