Team Builder
SkillDocs & knowledgeteam-builder is a skill that helps you assemble a small team of agent personas for a single task. It discovers available personas through the claude agents command and agents/ markdown globs, groups them into domains, and lets you select up to five. The chosen personas run in parallel on the same task, and their agreements and conflicts are synthesized into one unified report.
Use Team Builder in Claude, ChatGPT or Ahel Desktop
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Then ask your AI: use the Team Builder skill
Details
Instructions available. Your AI can read the instructions. Execution depends on the setup they require.
Account requirements not reviewed. Check the skill instructions before use; ahel provides instructions and does not run this skill.
No other account needed.
Make sure the claude agents command is available in your environment.
What your AI can do with it
- Discovers available agent personas via the claude agents command
- Finds personas through agents/ markdown globs
- Groups discovered personas into domains
- Lets the user select up to five personas
- Dispatches selected personas in parallel on one task
- Synthesizes agreements and conflicts into a unified report
Getting started
- Make sure the claude agents command is available in your environment.
- Place persona definitions as markdown files in agents/ directories so they can be discovered.
- Run the team-builder skill and choose up to five personas from the grouped list.
- Provide the task you want the selected personas to work on.
- Review the unified report that merges their agreements and conflicts.
What this skill tells your AI
The instructions your AI receives, as published by affaan-m/ecc in skills/team-builder/SKILL.md and read by ahel’s review.
Interactive menu for browsing and composing agent teams on demand. Works with flat or domain-subdirectory agent collections.
When to Use
- You have multiple agent personas (markdown files) and want to pick which ones to use for a task
- You want to compose an ad-hoc team from different domains (e.g., Security + SEO + Architecture)
- You want to browse what agents are available before deciding
Prerequisites
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
Configuration
Agents are discovered via two methods, merged and deduplicated by agent name:
claude agentscommand (primary) — runclaude agentsto get all agents known to the CLI, including user agents, plugin agents (e.g.ecc:architect), and built-in agents. This automatically covers ECC marketplace installs without any path configuration.- File glob (fallback, for reading agent content) — agent markdown files are read from:
./agents/**/*.md+./agents/*.md— project-local agents~/.claude/agents/**/*.md+~/.claude/agents/*.md— global user agents
Earlier 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.
How It Works
Step 1: Discover Available Agents
Run claude agents to get the full agent list. Parse each line:
- Plugin agents are prefixed with
plugin-name:(e.g.,ecc:security-reviewer). Use the part after:as the agent name and the plugin name as the domain. - User agents have no prefix. Read the corresponding markdown file from
~/.claude/agents/or./agents/to extract the name and description. - Built-in agents (e.g.,
Explore,Plan) are skipped unless the user explicitly asks to include them.
For user agents loaded from markdown files:
- Subdirectory layout: extract the domain from the parent folder name
- Flat layout: collect all filename prefixes (text before the first
-). A prefix qualifies as a domain only if it appears in 2 or more filenames (e.g.,engineering-security-engineer.mdandengineering-software-architect.mdboth start withengineering→ Engineering domain). Files with unique prefixes (e.g.,code-reviewer.md,tdd-guide.md) are grouped under "General" - Extract the agent name from the first
# Heading. If no heading is found, derive the name from the filename (strip.md, replace hyphens with spaces, title-case) - Extract a one-line summary from the first paragraph after the heading
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.
Step 2: Present Domain Menu
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"):
- Skip domains with zero agents (empty directories)
- Show agent count per domain
Step 3: Handle Selection
Accept flexible input:
- Numbers: "1,3" selects all agents from Engineering and Sales
- Names: "security + seo" fuzzy-matches against discovered agents
- "all from engineering" selects every agent in that domain
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):
Step 4: Spawn Agents in Parallel
- Read each selected agent's markdown file
- Prompt for the task description if not already provided
- Spawn all agents in parallel using the Agent tool:
subagent_type: "general-purpose"prompt: "{agent file content}\n\nTask: {task description}"- Each agent runs independently — no inter-agent communication needed
- If an agent fails (error, timeout, or empty output), note the failure inline (e.g., "Security Engineer: failed — [reason]") and continue with results from agents that succeeded
Step 5: Synthesize Results
Collect all outputs and present a unified report:
- Results grouped by agent
- Synthesis section highlighting:
- Agreements across agents
- Conflicts or tensions between recommendations
- Recommended next steps
If only 1 agent was selected, skip synthesis and present the output directly.
Rules
- Dynamic discovery only. Never hardcode agent lists. New files in the directory auto-appear in the menu.
- Max 5 agents per team. More than 5 produces diminishing returns and excessive token usage. Enforce at selection time.
- Parallel dispatch. All agents run simultaneously — use the Agent tool's parallel invocation pattern.
- Parallel Agent calls, not TeamCreate. This skill uses parallel Agent tool calls for independent work. TeamCreate (a Claude Code tool for multi-agent dialogue) is only needed when agents must debate or respond to each other.
Examples
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: [...]
Signals
- GitHub stars
- 270k
- Forks
- 40k
- Last commit
- Sep 2026
Questions
- How many personas can I select?
- You can select up to five personas. The skill groups discovered personas into domains to help you choose.
- How does it find available personas?
- It discovers personas through the claude agents command and agents/ markdown globs.
- What happens after I select personas?
- The selected personas are dispatched in parallel on one task, and their agreements and conflicts are synthesized into a unified report.
- Can I use it for more than one task at a time?
- The skill dispatches the selected personas on one task and produces a single unified report for that task.
Advanced
- Item type
- skill
- Key
team-builder- Source
- github.com/affaan-m/ecc
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