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team-builder
Interactive agent picker for composing and dispatching parallel teams
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
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Interactive agent picker for composing and dispatching parallel teams
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Transform Claude Code into a fully autonomous agent system with persistent memory, scheduled operations, computer use, and task queuing. Replaces standalone agent frameworks (Hermes, AutoGPT) by leveraging Claude Code's native crons, dispatch, MCP tools, and memory. Use when the user wants continuous autonomous operation, scheduled tasks, or a self-directing agent loop.
Scan spec docs and synchronize .claude/ontology/index.json with docs/features/index.md. Use when adding a new domain, editing spec files, or when CI validate-ontology fails.
Automatically extract reusable patterns from Claude Code sessions and save them as learned skills for future use.
Patterns and architectures for autonomous Claude Code loops — from simple sequential pipelines to RFC-driven multi-agent DAG systems.
Persistent per-project memory for Claude Code. Auto-loads project context on session start, tracks sessions with git activity, and writes to native memory. Commands run deterministic Node.js scripts — behavior is consistent across model versions.
Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents. v2.1 adds project-scoped instincts to prevent cross-project contamination.
| name | team-builder |
| description | Interactive agent picker for composing and dispatching parallel teams |
| origin | community |
Interactive menu for browsing and composing agent teams on demand. Works with flat or domain-subdirectory agent collections.
Agent files must be markdown files containing a persona prompt (identity, rules, workflow, deliverables). The first # Heading is used as the agent name and the first paragraph as the description.
Both flat and subdirectory layouts are supported:
Subdirectory layout — domain is inferred from the folder name:
agents/
├── engineering/
│ ├── security-engineer.md
│ └── software-architect.md
├── marketing/
│ └── seo-specialist.md
└── sales/
└── discovery-coach.md
Flat layout — domain inferred from shared filename prefixes. A prefix counts as a domain when 2+ files share it. Files with unique prefixes go to "General". Note: the algorithm splits at the first -, so multi-word domains (e.g., product-management) should use the subdirectory layout instead:
agents/
├── engineering-security-engineer.md
├── engineering-software-architect.md
├── marketing-seo-specialist.md
├── marketing-content-strategist.md
├── sales-discovery-coach.md
└── sales-outbound-strategist.md
Agents are discovered via two methods, merged and deduplicated by agent name:
claude agents command (primary) — run claude agents to get all agents known to the CLI, including user agents, plugin agents (e.g. oh-my-forge:architect), and built-in agents. This automatically covers marketplace installs without any path configuration../agents/**/*.md + ./agents/*.md — project-local agents~/.claude/agents/**/*.md + ~/.claude/agents/*.md — global user agentsEarlier sources take precedence when names collide: user agents > plugin agents > built-in agents. A custom path can be used instead if the user specifies one.
Run claude agents to get the full agent list. Parse each line:
plugin-name: (e.g., oh-my-forge:security-reviewer). Use the part after : as the agent name and the plugin name as the domain.~/.claude/agents/ or ./agents/ to extract the name and description.Explore, Plan) are skipped unless the user explicitly asks to include them.For user agents loaded from markdown files:
-). A prefix qualifies as a domain only if it appears in 2 or more filenames (e.g., engineering-security-engineer.md and engineering-software-architect.md both start with engineering → Engineering domain). Files with unique prefixes (e.g., code-reviewer.md, tdd-guide.md) are grouped under "General"# Heading. If no heading is found, derive the name from the filename (strip .md, replace hyphens with spaces, title-case)If no agents are found after running claude agents and probing file locations, inform the user: "No agents found. Run claude agents to verify your setup." Then stop.
Available agent domains:
1. Engineering — Software Architect, Security Engineer
2. Marketing — SEO Specialist
3. Sales — Discovery Coach, Outbound Strategist
Pick domains or name specific agents (e.g., "1,3" or "security + seo"):
Accept flexible input:
If more than 5 agents are selected, list them alphabetically and ask the user to narrow down: "You selected N agents (max 5). Pick which to keep, or say 'first 5' to use the first five alphabetically."
Confirm selection:
Selected: Security Engineer + SEO Specialist
What should they work on? (describe the task):
subagent_type: "general-purpose"prompt: "{agent file content}\n\nTask: {task description}"Collect all outputs and present a unified report:
If only 1 agent was selected, skip synthesis and present the output directly.
User: team builder
Claude:
Available agent domains:
1. Engineering (2) — Software Architect, Security Engineer
2. Marketing (1) — SEO Specialist
3. Sales (4) — Discovery Coach, Outbound Strategist, Proposal Strategist, Sales Engineer
4. Support (1) — Executive Summary
Pick domains or name specific agents:
User: security + seo
Claude:
Selected: Security Engineer + SEO Specialist
What should they work on?
User: Review my Next.js e-commerce site before launch
[Both agents spawn in parallel, each applying their specialty to the codebase]
Claude:
## Security Engineer Findings
- [findings...]
## SEO Specialist Findings
- [findings...]
## Synthesis
Both agents agree on: [...]
Tension: Security recommends CSP that blocks inline styles, SEO needs inline schema markup. Resolution: [...]
Next steps: [...]