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Agent Skill · 研究检索

the-council(理事会)

the-council 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 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。

the-council 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为只读;许可证信息还不明确,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 71,089。

总安装 196周安装 8GitHub Stars 4下载 63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
unknown

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:the-council(理事会)
来源仓库:https://github.com/dimitrigilbert/ai-skills
仓库路径:skills/the-council
安装命令:
npx skills add https://github.com/dimitrigilbert/ai-skills --skill the-council
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 npx skills 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。

skills.shnpx skills
npx skills add https://github.com/dimitrigilbert/ai-skills --skill the-council

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。

the-council 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中快速定位候选结果。适用于根据关键词、任务场景或来源线索进行信息检索与筛选的场景。通过 npx skills add 命令从指定 GitHub 仓库安装并使用。

安装前建议确认权限范围、维护状态,以及是否会触发联网或文件读写操作。可结合原始 README 进一步核验具体用法和功能边界。

来源仓库内路径:skills/the-council

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 Codex、Claude、Cursor、Gemini CLI;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 npx skills add https://github.com/dimitrigilbert/ai-skills --skill the-council;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

    它标注为只读,先用只读任务试一次,确认行为符合预期再扩大使用范围。

常见问题

6 条

the-council 怎么安装?

在终端执行 npx skills add https://github.com/dimitrigilbert/ai-skills --skill the-council。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

the-council 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。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。

the-council 需要什么权限?

权限级别是只读。该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

the-council 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

the-council 用的人多吗?

公开数据是累计安装 196 次,近一周安装 8 次,下载 63 次,GitHub 4 星。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。

the-council 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 标注为只读权限,试用阶段不容易误改本地文件。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 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 Codex,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。
  • 只想先试试效果、不希望它改动本地文件的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 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
the-council

理事会 · 本页

1964只读未明确有提醒

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

This skill facilitates structured deliberation by summoning a council of specialist subagents to analyze complex questions from multiple perspectives, conduct independent research, and reach informed decisions through consensus or structured debate.

Quick Start

When to summon a council

Use this skill when:

  • A question requires expertise from multiple domains
  • You need thorough analysis with proper research and sources
  • A decision would benefit from multiple expert perspectives
  • You need to identify and resolve conflicting viewpoints
  • Complex trade-offs require structured evaluation

When NOT to summon a council

Skip the council when:

  • The question has a single domain of expertise (just use one specialist)
  • You need a quick answer (council adds coordination overhead)
  • The decision is already made and you're seeking validation
  • Time constraints don't allow for thorough deliberation
  • The question is straightforward with an obvious answer
  • The user hasn't configured specialists relevant to the question

Basic council summoning

Summon a council to analyze: [your question/topic]

Required specialists:
- [Specialist 1]: [their role/focus]
- [Specialist 2]: [their role/focus]
- [Specialist 3]: [their role/focus]

Council composition examples

Technical architecture decision:

Specialists:
- Security architect: Analyze security implications
- Performance engineer: Evaluate performance impact
- DevOps specialist: Assess deployment and operations
- Backend architect: Review implementation complexity

Product strategy question:

Specialists:
- User experience advocate: Analyze user impact
- Business analyst: Evaluate business viability
- Technical feasibility expert: Assess implementation
- Market analyst: Consider competitive landscape

Code review with complexity:

Specialists:
- Security reviewer: Check for vulnerabilities
- Performance specialist: Identify bottlenecks
- Maintainability expert: Assess code quality
- Domain expert: Validate business logic

Core Concepts

The Council Structure

Chair (You): Responsible for:

  • Summoning appropriate specialists
  • Gathering and synthesizing councillor analyses
  • Identifying consensus and dissent
  • Facilitating structured debates when needed
  • Rendering final decisions or presenting diverging opinions

Councillors (Specialist Subagents): Each councillor:

  • Conducts independent preliminary analysis
  • Researches using all available tools (Context7, WebSearch, etc.)
  • Bases analysis on reality, artifacts, and provided tasks
  • Saves complete analysis with cited sources to councillor file
  • Uses existing skills when relevant to their expertise

Council Workflow

1. SUMMON
   Identify required specialists based on the question domain
   Create councillor files directory: .council/[session-id]/

2. ANALYZE (Parallel)
   Each councillor:
   - Receives the full context/question
   - Conducts independent research
   - Writes preliminary analysis to .council/[session-id]/[specialist].md
   - Cites all sources (URLs, library+search query for Context7)

3. SYNTHESIZE
   Chair reads all councillor files
   Identifies areas of consensus and dissent
   Maps out the decision landscape

4. DELIBERATE (If needed)
   For areas of dissent:
   - Chair facilitates 1-on-1 or small group discussions
   - Councillors confront positions with evidence
   - Goal: Reach consensus OR clearly articulate diverging views

5. DECIDE
   Chair renders:
   - Final decision with rationale (if consensus reached)
   - Detailed presentation of diverging opinions (if no consensus)

Councillor File Format

Each councillor saves their analysis to .council/[session-id]/[specialist-name].md:

# [Specialist Name] Analysis

## Question
[Restate the question being analyzed]

## Preliminary Assessment
[Summary position: Support/Oppose/Conditional with key reasoning]

## Analysis
[Detailed analysis of the question/task]

## Evidence & Research
### Sources Consulted
- **[Source Type]:** [Name] - [URL or reference]
- **Context7:** [library-name] - [search query used]
- **Web Search:** [search query] - [key findings]

### Findings
[What the research reveals about the question]

## Recommendations
[Specific recommendations based on analysis and research]

## Confidence Level
[High/Medium/Low - with rationale]

## Open Questions
[Any aspects requiring further investigation or clarity]

Guidelines

Choosing Specialists

Select councillors based on:

  • Domains touched: What expertise areas does this question involve?
  • Stakeholders: Who would be affected by this decision?
  • Risks: What could go wrong? (security, performance, ux, business)
  • Complexity: What specialized knowledge is required?

Aim for 3-7 specialists. Too few = blind spots; too many = coordination overhead.

Dynamic Specialist Selection

When summoning councillors, the Chair should:

  1. Identify domains needed for the question (security, performance, UX, etc.)
  2. Check available agents - Use the Task tool's available agent types
  3. Match domains to agents - Select the most relevant specialized agent for each domain
  4. Fall back to general - If no specialized agent exists for a domain, use general with a clear specialist persona

Selection process:

For each domain needed:
1. Is there a specialized agent that covers this domain? → Use it
2. No specialized agent? → Use `general` with domain-specific instructions

Example domain-to-agent mapping:

  • Security concerns → Look for security-focused agents, or use general as "Security Analyst"
  • Frontend/UI → Look for frontend agents, or use general as "Frontend Specialist"
  • Architecture → Look for architecture agents, or use general as "Backend Architect"
  • Operations → Look for devops agents, or use general as "DevOps Specialist"

The available agents depend on your environment. Check what's available and select appropriately. The specialist profiles in SPECIALISTS.md provide detailed personas you can apply to any agent type.

Chair Responsibilities

Before summoning:

  • Clarify the question scope
  • Identify what domains need representation
  • Ensure the question is answerable (not too vague)

During analysis:

  • Give councillors full context (artifacts, code, constraints)
  • Set expectations for thoroughness and source citation
  • Specify if there are deadlines or constraints

During synthesis:

  • Read each councillor file completely before synthesis
  • Look for agreement, disagreement, and missing perspectives
  • Identify where dissent is fundamental vs. resolvable

During deliberation:

  • Be neutral - facilitate, don't dominate
  • Focus on evidence, not opinions
  • Help councillors find common ground
  • Know when to stop deliberation (diminishing returns)

After decision:

  • Clearly state the decision and rationale
  • Acknowledge dissenting views if consensus wasn't reached
  • Document what would change the decision (new evidence, etc.)

Avoiding Chair Bias

As Chair, you may have opinions. To avoid biasing the council:

  • Summon councillors BEFORE forming your own conclusion
  • Don't signal expected outcomes in the initial brief
  • Weigh all councillor analyses equally, even if they differ from your view
  • If you have strong opinions, explicitly state them AFTER councillors have weighed in
  • Consider summoning a Devil's Advocate to challenge your position

Councillor Re-engagement

When a councillor's analysis is insufficient:

Targeted follow-up:

Please expand your analysis on [specific aspect]. Consider:
- [Missing perspective 1]
- [Missing perspective 2]
- Additional research on [gap identified]

Re-summon with refined brief: Launch the councillor again with more specific context about what was missing

Add a specialist: If the gap is a different domain, summon an additional specialist instead

Quick Council Mode

For simpler decisions that still need multiple perspectives:

When to use:

  • Question is straightforward but benefits from expert input
  • Decision is reversible or low-stakes
  • Time is constrained
  • You need a sanity check, not deep analysis

Streamlined workflow:

  1. Summon 2-3 specialists (use specialized agent types if available)
  2. Each provides brief analysis using concise template
  3. Chair synthesizes immediately (skip deliberation phase)
  4. Decision rendered with brief rationale

What stays the same:

  • Multiple perspectives
  • Evidence-based analysis
  • Source citations

What's skipped:

  • Extensive deliberation
  • Deep research
  • Detailed debate

Integration with Other Skills

Councillors can invoke any available skills to enhance their analysis. Instruct them explicitly:

As the [Domain] councillor, use the [skill-name] skill if available to conduct your analysis. Save your findings to your councillor file.

The Chair should mention relevant skills when summoning councillors if they would benefit the analysis.

Voting Mechanism

When consensus cannot be reached and a decision must be made:

Weighted voting:

  • Each councillor assigns a score (1-5) to each option
  • Chair calculates weighted average
  • Select highest-scoring option

Domain-weighted voting:

  • Certain domains get more weight for specific decision types
  • Example: Security decisions give security specialist 2x weight
  • Example: Performance decisions give performance specialist 2x weight

Document the voting method and outcome in CHAIR.md

Councillor Best Practices

Research standards:

  • Always cite sources (URLs, Context7 queries, WebSearch terms)
  • Use primary sources when possible
  • Note the currency of information (docs can be stale)
  • Acknowledge uncertainty and limitations

Analysis quality:

  • Base conclusions on evidence, not assumptions
  • Consider counter-arguments to your position
  • Be explicit about confidence levels
  • Use existing skills when relevant to domain

Communication:

  • Write clearly and concisely
  • Structure analysis for readability
  • Lead with key findings
  • Support claims with evidence

Deliberation Facilitation

When councillors disagree:

1-on-1 discussions:

Facilitate discussion between [Specialist A] and [Specialist B] on:

Topic: [Specific point of disagreement]

Each councillor should:
- Present their evidence on this specific point
- Address the other's arguments directly
- Identify what evidence would change their mind

Goal: Find common ground or clearly articulate the difference

Small group debates:

Convene [Specialist A], [Specialist B], [Specialist C] for structured debate:

Topic: [Question with multiple perspectives]

Format:
1. Each presents position (2-3 points max)
2. Each responds to others' positions
3. Chair identifies convergence/divergence
4. Final statements on whether minds changed

Goal: Reach consensus OR map the disagreement landscape clearly

Identify when to stop deliberation:

  • Councillors are repeating points without new evidence
  • Dissent is due to fundamental values/trade-offs (not facts)
  • Additional discussion time cost > clarity value
  • Chair has enough information to make informed decision

Common Issues & Solutions

IssueSolution
Councillors agree too quicklyAsk each to explicitly identify risks/downsides of their position
Analysis lacks sourcesRequire councillors to cite specific URLs, docs, or search queries
Conflicting recommendationsIdentify the specific point of disagreement and facilitate targeted discussion
Analysis is too shallowAsk councillor to conduct deeper research on specific aspects
Can't reach consensusPresent diverging views with evidence - consensus isn't always possible
Councillor goes beyond expertiseGently redirect to their domain or summon additional specialist
Analysis is too longAsk for executive summary with supporting details in appendix

Examples

Example 1: Technical Decision

Question: Should we migrate from REST to GraphQL?

Specialists summoned:

  • API design specialist
  • Frontend performance expert
  • Backend scalability engineer
  • Security analyst
  • Developer experience advocate

Process:

  1. Each councillor analyzes from their perspective with research
  2. Chair identifies consensus (GraphQL better for complex data needs)
  3. Chair identifies dissent (security complexity, caching challenges)
  4. Chair facilitates discussion between frontend perf and backend scalability
  5. Decision: Conditional migration - use GraphQL for specific services, keep REST elsewhere

Example 2: Code Review Council

Question: Is this PR ready to merge? [Complex authentication system]

Specialists summoned:

  • Security reviewer (OWASP specialist)
  • Performance engineer
  • Test coverage analyst
  • Documentation specialist

Process:

  1. Each councillor reviews the code independently
  2. Security councillor finds vulnerability (token storage)
  3. Performance councillor identifies N+1 query issue
  4. Test councillor notes missing edge case coverage
  5. Chair synthesizes: Not ready to merge - 3 blockers identified

Example 3: Architecture Trade-off

Question: Monolith vs. Microservices for our use case?

Specialists summoned:

  • Distributed systems architect
  • DevOps specialist
  • Team organization expert
  • Cost/complexity analyst

Process:

  1. All councillors analyze with research
  2. Strong dissent: architect advocates microservices, devOps specialist warns of complexity cost
  3. Chair facilitates debate focused on team size and deployment patterns
  4. Decision: Modular monolith now, extract microservices when justified by specific pain points

Your Approach

  1. Start with clarity: Ensure the question is well-defined before summoning
  2. Choose specialists deliberately: Cover all relevant domains, avoid over-staffing
  3. Provide full context: Give councillors everything they need (artifacts, constraints)
  4. Require evidence: Insist on cited sources and research-backed analysis
  5. Listen before synthesis: Read all councillor files completely before forming views
  6. Deliberate strategically: Only facilitate discussions on meaningful disagreements
  7. Document decisions: Clear rationale that acknowledges dissent when present
  8. Know when to stop: Not all disagreements can be resolved - present diverging views clearly

Async Council Mode

For situations where councillors need extended time or work across sessions:

When to Use Async

  • Complex research requiring multiple tool calls
  • Councillors need to analyze large codebases
  • Decision spans multiple user sessions
  • Some councillors finish faster than others

Async Workflow

1. SUMMON (Session 1)
   - Create .council/[session-id]/ with CONTEXT.md
   - Launch councillors with "save to file when complete" instruction
   - Councillors may finish in same session or later

2. CHECK PROGRESS (Any session)
   - List .council/[session-id]/ to see completed analyses
   - Re-summon any councillors that haven't completed
   - Add new councillors if gaps identified

3. SYNTHESIZE (When all complete)
   - Chair reads all councillor files
   - Proceeds with normal synthesis/deliberation
   - Decision rendered when ready

Key Differences from Sync

  • No waiting: Chair can continue other work while councillors analyze
  • Incremental progress: Check completion status across sessions
  • Resilient: Session interruptions don't lose councillor work (it's in files)

Async Councillor Instructions

You are [Specialist] analyzing [question] for the council.

This is an async council session. Take the time needed to:
1. Conduct thorough research
2. Analyze all relevant artifacts
3. Save your complete analysis to .council/[session-id]/[name].md

The Chair will collect your analysis when ready. Quality over speed.

Quick Reference

Minimal Council Setup

1. mkdir -p .council/[session-id]/
2. Launch 3-5 specialist agents in parallel (Task tool)
3. Each writes analysis to .council/[session-id]/[name].md
4. Chair reads all files, writes CHAIR.md with decision

Councillor One-Liner Prompt

You are [Specialist]. Analyze [question] from your domain perspective.
Research thoroughly using available tools, cite all sources.
Save your analysis to .council/[session-id]/[name].md

Councillor Quality Checklist

Before accepting a councillor's analysis, verify:

  • Sources cited (URLs, Context7 queries, search terms)
  • Clear position stated (Support/Oppose/Conditional)
  • Confidence level included with rationale
  • Risks and downsides acknowledged
  • Recommendations are specific and actionable
  • Analysis saved to correct file path

Council Size Guide

Decision TypeSpecialistsNotes
Quick sanity check2-3Skip deliberation
Standard decision3-5Full workflow
Critical/irreversible5-7Add Devil's Advocate

Progressive Disclosure

Deep dive on council mechanics:

平台分布

Codex

34.33%
按下载量换算22

Claude

29.08%
按下载量换算18

Cursor

19.71%
按下载量换算12

Gemini CLI

9.84%
按下载量换算6

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

可疑

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

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。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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