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the-council理事会

Agent Skill

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。

总安装

196

周安装

8

GitHub Stars

4

下载量

63
CodexClaudeCursorGemini CLI

安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

2

许可证

unknown

最后核验

2026-05-01

来源状态

来源可访问

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

简介

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。

SKILL.md

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:

适合场景

01

用户想查找某类 Agent Skill 时

02

需要根据任务场景推荐可安装能力包时

03

需要对比不同来源的安装命令和来源信息时

能力概览

能力 1

按任务关键词查找相关 Skills

能力 2

展示可复制的安装命令

能力 3

保留来源站点、仓库和原始说明,方便继续核验

能力 4

展示第三方安全扫描或审计结果

安装后应在对应宿主中按原始 README 的触发条件使用;具体调用方式请以来源页面和 README 为准。

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