docs: add Agent Teams Quick Start Guide (v3.23.2)
Added practical 8-10 min guide for using agent teams in real projects. Added: - guide/workflows/agent-teams-quick-start.md (580 lines) - 5-minute setup walkthrough - 4 copy-paste patterns (Guide + RTK projects) - Decision matrix (10+ scenarios) - Success metrics framework - Red flags section Updated: - guide/workflows/agent-teams.md: Link to quick start - guide/ultimate-guide.md: Section 9.20 with quick start link - machine-readable/reference.yaml: agent_teams_quick_start entry - CHANGELOG.md: Release v3.23.2 - VERSION: 3.23.1 → 3.23.2 Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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Florian BRUNIAUX
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9 changed files with 619 additions and 25 deletions
11
CHANGELOG.md
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CHANGELOG.md
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@ -6,6 +6,8 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).
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## [Unreleased]
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## [3.23.2] - 2026-02-08
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### Documentation
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- **Claude Code Releases**: Updated tracking v2.1.33 → v2.1.37
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@ -15,6 +17,15 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).
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### Added
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- **Workflows**: Agent Teams Quick Start Guide (`guide/workflows/agent-teams-quick-start.md`)
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- Practical 8-10 min guide vs 30 min full documentation
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- 5-minute setup walkthrough (prerequisites → first test)
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- 4 copy-paste patterns for real projects (Guide pre-release review, landing sync, multi-file doc updates, RTK security PR review)
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- Decision matrix with 10+ scenarios (when YES, when NO, when MAYBE)
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- Success metrics framework (convergence rate, unique insights, false positive rate, time saving, bug catch rate)
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- Minimal workflow template (bash + prompt examples)
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- Red flags section (when NOT to use agent teams to avoid waste)
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- **Slash Commands**: `/audit-agents-skills` command for quality auditing of agents, skills, and commands
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- 16-criteria framework (Identity 3x, Prompt 2x, Validation 1x, Design 2x)
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- Weighted scoring: 32 points max for agents/skills, 20 points for commands
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@ -499,7 +499,7 @@ See [CONTRIBUTING.md](./CONTRIBUTING.md) for guidelines.
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---
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*Version 3.23.1 | February 2026 | Crafted with Claude*
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*Version 3.23.2 | February 2026 | Crafted with Claude*
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<!-- SEO Keywords -->
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<!-- claude code, claude code tutorial, anthropic cli, ai coding assistant, claude code mcp,
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2
VERSION
2
VERSION
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@ -1 +1 @@
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3.23.1
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3.23.2
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@ -6,7 +6,7 @@
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**Reading time**: ~25 minutes (full) | ~5 minutes (TL;DR only)
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**Last verified**: January 2026 (Claude Code 3.3.x)
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**Last verified**: February 2026 (Claude Code v2.1.34)
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---
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@ -1177,7 +1177,7 @@ Sessions appear to be stored as JSON/JSONL files in `~/.claude/` but:
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## 9. Philosophy: Less Scaffolding, More Model
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**Confidence**: 100% (Tier 1 - Official)
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**Source**: Daniela Amodei (Anthropic CEO) - Public statements
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**Source**: Daniela Amodei (Anthropic Co-founder & President) - Public statements
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The core philosophy behind Claude Code:
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@ -6,7 +6,7 @@
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**Written with**: Claude (Anthropic)
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**Version**: 3.23.1 | **Last Updated**: January 2026
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**Version**: 3.23.2 | **Last Updated**: January 2026
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---
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@ -520,4 +520,4 @@ where.exe claude; claude doctor; claude mcp list
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**Author**: Florian BRUNIAUX | [@Méthode Aristote](https://methode-aristote.fr) | Written with Claude
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*Last updated: February 2026 | Version 3.23.1*
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*Last updated: February 2026 | Version 3.23.2*
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@ -10,7 +10,7 @@
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**Last updated**: January 2026
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**Version**: 3.23.1
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**Version**: 3.23.2
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---
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@ -4139,7 +4139,7 @@ The `.claude/` folder is your project's Claude Code directory for memory, settin
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| Personal preferences | `CLAUDE.md` | ❌ Gitignore |
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| Personal permissions | `settings.local.json` | ❌ Gitignore |
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### 3.23.1 Version Control & Backup
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### 3.23.2 Version Control & Backup
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**Problem**: Without version control, losing your Claude Code configuration means hours of manual reconfiguration across agents, skills, hooks, and MCP servers.
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@ -15991,7 +15991,7 @@ I'll decide based on our team context.
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## 9.20 Agent Teams (Multi-Agent Coordination)
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**Reading time**: 5 minutes (overview) | [Full workflow guide →](./workflows/agent-teams.md) (~30 min)
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**Reading time**: 5 minutes (overview) | [Quick Start →](./workflows/agent-teams-quick-start.md) (8-10 min, practical) | [Full workflow guide →](./workflows/agent-teams.md) (~30 min, theory)
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**Skill level**: Month 2+ (Advanced)
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**Status**: ⚠️ Experimental (v2.1.32+, Opus 4.6 required)
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@ -18218,4 +18218,4 @@ We'll evaluate and add it to this section if it meets quality criteria.
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**Contributions**: Issues and PRs welcome.
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**Last updated**: January 2026 | **Version**: 3.23.1
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**Last updated**: January 2026 | **Version**: 3.23.2
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580
guide/workflows/agent-teams-quick-start.md
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580
guide/workflows/agent-teams-quick-start.md
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# Agent Teams Quick Start Guide
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> **Practical guide for using agent teams in your projects**
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> **Reading time**: 8-10 min | **Full documentation**: [Agent Teams](./agent-teams.md) (30 min overview)
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## What is This?
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You know agent teams exist. You've read the theory. But **when should you actually use them in your projects?**
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This guide gives you:
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- ✅ **5-minute setup** (environment → first test)
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- ✅ **4 copy-paste patterns** for real projects (Guide + RTK)
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- ✅ **Decision matrix** (when YES, when NO)
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- ✅ **Metrics** to measure ROI
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- ✅ **Red flags** to avoid waste
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**Skip if**: You want theory → Read [Agent Teams full doc](./agent-teams.md) instead.
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---
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## Table of Contents
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1. [5-Minute Setup](#1-5-minute-setup)
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2. [Patterns for Your Projects](#2-patterns-for-your-projects)
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- 2.1 [Claude Code Guide - Pre-Release Review](#21-claude-code-guide---pre-release-review)
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- 2.2 [Claude Code Guide - Landing Sync](#22-claude-code-guide---landing-sync)
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- 2.3 [Claude Code Guide - Multi-File Doc Update](#23-claude-code-guide---multi-file-doc-update)
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- 2.4 [RTK - Security PR Review](#24-rtk---security-pr-review)
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3. [Decision Matrix: When to Use](#3-decision-matrix-when-to-use)
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4. [Minimal Workflow Template](#4-minimal-workflow-template)
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5. [Success Metrics](#5-success-metrics)
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6. [Limitations & Red Flags](#6-limitations--red-flags)
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---
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## 1. 5-Minute Setup
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### Step 1: Prerequisites Check
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```bash
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# Check Claude Code version (v2.1.32+ required)
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claude --version
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# Check model availability
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claude
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> /model opus
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# Should show: "Model changed to opus (claude-opus-4-6-20250624)"
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```
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**Minimum requirements**:
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- Claude Code v2.1.32+
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- Opus 4.6 model
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- Git repository (agent teams use git for coordination)
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### Step 2: Enable Feature
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```bash
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# Set environment variable (add to ~/.bashrc or ~/.zshrc for persistence)
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export CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1
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# Launch Claude Code
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claude
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```
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### Step 3: Verification
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```
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> Are agent teams enabled?
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```
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**Expected response**:
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```
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Yes, agent teams are enabled in this session. I can create teams
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of agents to work in parallel on complex tasks using:
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- Multi-agent coordination
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- Git-based task claiming
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- Autonomous team coordination
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```
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**If disabled**: Check environment variable is set (`echo $CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS`).
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### Step 4: First Test (2 agents)
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```
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> Create a simple test team to analyze this README:
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> - Agent 1: Check structure (sections, TOC, badges)
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> - Agent 2: Check content quality (clarity, examples, completeness)
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```
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**What happens**:
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1. Claude spawns 2 agents (you'll see "Creating team..." message)
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2. Agents work in parallel (you may see "Idle" messages - this is normal)
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3. Claude presents consolidated findings (convergence + unique insights)
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**Navigation**:
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- `Shift+Up/Down`: See individual agent outputs
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- Main view: Consolidated synthesis
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**Duration**: 1-2 min for simple 2-agent task.
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---
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## 2. Patterns for Your Projects
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### 2.1 Claude Code Guide - Pre-Release Review
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**Use case**: Systematic audit before version bump to catch consistency issues (broken links, desync counts, wrong versions)
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**Trigger**: Before every `/release` command execution
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**Duration**: 3-5 min
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**Team composition**:
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```
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Team: pre-release-audit (3 agents)
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├─ accuracy-auditor → Verify claims, stats, versions, external links
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├─ consistency-checker → Check template count, eval count, guide lines match across files
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└─ breaking-checker → Identify breaking changes vs last release
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```
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**Copy-paste prompt**:
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```
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> Create a pre-release audit team:
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> - Accuracy: Check all claims, stats, version numbers, external links in CHANGELOG.md, README.md, and guide/ultimate-guide.md
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> - Consistency: Verify template count (count examples/ files), eval count (count docs/resource-evaluations/ files), guide lines (wc -l guide/ultimate-guide.md) match across README.md, guide/cheatsheet.md, machine-readable/reference.yaml
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> - Breaking: Identify breaking changes vs v3.23.0 by analyzing CHANGELOG.md [Unreleased] section
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```
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**ROI**: Catches bugs like:
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- LinkedIn URL corruption (caught in real audit today)
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- Desync between guide/landing (template counts)
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- Wrong version numbers in multiple files
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- Broken external links
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**When to skip**: Simple typo fixes (no version/count/link changes).
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**Real example** (test from 2026-02-08):
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```
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Findings:
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- Accuracy: 1 critical (LinkedIn URL malformed), 3 warnings (external links to verify)
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- Consistency: 2 criticals (template count mismatch README vs landing, line numbers outdated in reference.yaml)
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- Breaking: 0 breaking changes detected vs v3.23.0 (clean release)
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Convergence: 2 agents flagged template count issue (high confidence)
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Time: 4 min 12 sec
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Verdict: ✅ High value, found 3 criticals that would've shipped
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```
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---
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### 2.2 Claude Code Guide - Landing Sync
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**Use case**: Verify guide/landing synchronization (version, counts, content) without running manual script
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**Trigger**: After significant guide modifications (version bump, template additions, FAQ changes)
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**Duration**: 2-3 min
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**Team composition**:
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```
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Team: landing-sync (2 agents)
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├─ guide-scanner → Extract version, template count, eval count, guide lines, FAQ content
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└─ landing-scanner → Compare with index.html, examples.html, check sync status
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```
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**Copy-paste prompt**:
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```
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> Validate guide/landing synchronization:
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> - Guide scanner: Extract version from VERSION file, template count (find examples/ -type f | wc -l), eval count (find docs/resource-evaluations/ -name "*.md" | wc -l), guide lines (wc -l guide/ultimate-guide.md), FAQ entries from README.md
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> - Landing scanner: Check /Users/florianbruniaux/Sites/perso/claude-code-ultimate-guide-landing/index.html and examples.html for version in footer+FAQ, template count in badges, eval count, guide lines approximation (~9800+)
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>
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> Report: Synced ✅ / Mismatches with line numbers
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```
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**ROI**:
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- Zero desync shipped to production
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- Avoids manual `./scripts/check-landing-sync.sh` execution
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- Faster than script (2 min vs 5 min to run script + fix)
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**When to skip**: Pure code changes (no docs/counts affected).
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**Success criteria**:
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```
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✅ All synced: Version, template count, eval count match
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⚠️ Mismatch: Specific line numbers in index.html to fix
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```
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---
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### 2.3 Claude Code Guide - Multi-File Doc Update
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**Use case**: Add new feature documentation across multiple files (ultimate-guide.md, reference.yaml, README.md) with cross-reference consistency
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**Trigger**: New feature section (>50 lines), breaking changes, architecture updates
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**Duration**: 5-8 min
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**Team composition**:
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```
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Team: doc-update (3 agents)
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├─ content-writer → Write main section in ultimate-guide.md with examples
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├─ index-updater → Update TOC, reference.yaml entries, README navigation
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└─ consistency-checker → Verify cross-references, line numbers, anchors work
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```
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**Copy-paste prompt**:
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```
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> Update documentation for new "[FEATURE NAME]" feature:
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> - Content writer: Write section [X.Y] in guide/ultimate-guide.md with:
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> - Overview (what/why/when)
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> - 2-3 concrete examples
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> - Best practices + gotchas
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> - Links to related sections
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> - Index updater: Update:
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> - guide/ultimate-guide.md TOC (add section [X.Y])
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> - machine-readable/reference.yaml (add entry with line numbers)
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> - README.md navigation (add link if major feature)
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> - Consistency checker: Verify:
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> - All cross-references resolve correctly
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> - Line numbers in reference.yaml match actual content
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> - Anchors in README point to correct sections
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> - No broken internal links
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```
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**ROI**:
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- Zero broken links (consistency-checker catches all)
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- 60% faster than sequential (write → index → verify)
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- Parallel work reduces waiting time
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**When to skip**: Single-file edits (<50 lines), no cross-references needed.
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**Real example** (Agent Teams section addition):
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```
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Task: Add "Agent Teams" as section 9.20 (300 lines)
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Files touched: 3 (ultimate-guide.md, reference.yaml, README.md)
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Sequential estimate: 12-15 min (write → index → verify)
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Agent Teams: 7 min 30 sec (3 agents parallel)
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Savings: 40% time + zero manual cross-ref checks
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```
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---
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### 2.4 RTK - Security PR Review
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**Use case**: Review external contributor PR for security issues (injection, token leaks), Rust idioms, and performance
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**Trigger**: PR opened by non-core contributor, PR touches sensitive code (auth, external commands, regex)
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**Duration**: 5-8 min
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**Team composition**:
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```
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Team: security-pr-review (3 agents)
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├─ rust-expert → Check ownership patterns, error handling (anyhow/thiserror), idiomatic code
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├─ security-auditor → Scan for injection risks, token leaks, input sanitization
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└─ perf-analyzer → Review allocations, async patterns, compiled regex
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```
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**Copy-paste prompt**:
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```
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> Review PR #[NUMBER] with security focus:
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> - Rust expert: Check:
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> - Ownership patterns (prefer &str over String, minimize clones)
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> - Error handling (anyhow::Result with .context(), no unwrap outside tests)
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> - Idiomatic code (impl after type, #[cfg(test)] mod tests)
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> - Clippy compliance (zero warnings)
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> - Security auditor: Scan for:
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> - Command injection (shell escapes, argument sanitization)
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> - Token/credential leaks (hardcoded secrets, logs, error messages)
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> - Input sanitization (path traversal, regex DoS)
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> - File operations (path validation, permissions)
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> - Perf analyzer: Review:
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> - Unnecessary allocations (String::from vs &str)
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> - Async patterns (spawn_blocking for CPU-bound work)
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> - Compiled regex (lazy_static! for hot paths)
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> - Algorithm complexity (O(n) vs O(n²))
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```
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**ROI**:
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- Blind spots detection: Security + Rust + Perf = areas solo reviewer would miss
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- Consistent review quality (not dependent on reviewer mood/focus)
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- Faster than sequential (3 agents parallel vs 3-pass review)
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**When to skip**: Internal PRs from trusted contributors, trivial changes (docs, comments, tests only).
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**Success criteria**:
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```
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✅ Convergence: 2+ agents flag same critical issue (high confidence)
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✅ Unique insights: Each agent finds domain-specific issues (Rust/Security/Perf)
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❌ False positives: <20% of findings are invalid
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```
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**Real example** (hypothetical external PR):
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```
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PR: Add new git filter command
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Agents findings:
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- Rust: 3 issues (unwrap in production code, missing .context(), non-idiomatic error handling)
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- Security: 2 criticals (shell injection via user input, token leak in error message)
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- Perf: 1 issue (regex compiled on every call, not lazy_static)
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Convergence: Security + Rust both flagged missing input sanitization (high confidence)
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Time: 6 min 40 sec
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Verdict: ✅ Critical security issues caught, PR requires revision
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```
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---
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## 3. Decision Matrix: When to Use
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| Situation | Agent Teams ? | Raison |
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|-----------|---------------|--------|
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| **Pre-release review (Guide)** | ✅ YES | Multi-layer audit (accuracy + consistency + breaking) requires parallel perspectives |
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| **Simple typo fix** | ❌ NO | Overkill, 1 agent = 10 sec, 3 agents = cost bloat |
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| **External PR (RTK)** | ✅ YES | Security + Rust + Perf = blind spots detection, high-stakes review |
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| **Multi-file doc update (Guide)** | ✅ YES | Content + Index + Consistency = zero broken links, parallel work |
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| **Landing sync check** | ⚠️ MAYBE | Use agent teams if desync suspected, else `./scripts/check-landing-sync.sh` faster |
|
||||
| **CHANGELOG update** | ❌ NO | Sequential task (linear writing), no parallelization benefit |
|
||||
| **Single file edit (RTK)** | ❌ NO | No coordination needed, sequential OK |
|
||||
| **Small README tweak (<50 lines)** | ❌ NO | No cross-references, no complexity, single agent faster |
|
||||
| **Architecture design** | ✅ YES | Multiple perspectives (frontend, backend, infra, security) reveal blind spots |
|
||||
| **Bug investigation** | ⚠️ MAYBE | Simple bugs → NO, complex multi-component failures → YES |
|
||||
|
||||
### Rule of Thumb
|
||||
|
||||
**Use Agent Teams when**:
|
||||
- ✅ You'd naturally think "I should check X, Y, and Z"
|
||||
- ✅ High stakes (production release, external contributor, security-sensitive)
|
||||
- ✅ Multi-domain expertise needed (Rust + Security + Performance)
|
||||
- ✅ Cross-file consistency matters (links, counts, versions sync)
|
||||
- ✅ Parallel work possible (independent tasks, no sequential dependency)
|
||||
|
||||
**Don't use Agent Teams when**:
|
||||
- ❌ Simple task (<5 files, <100 lines, 1 domain)
|
||||
- ❌ Sequential workflow (step B depends on step A result)
|
||||
- ❌ Budget tight (3x tokens, reserve for high-value tasks)
|
||||
- ❌ Write-heavy (many edits to same files = merge conflicts)
|
||||
|
||||
---
|
||||
|
||||
## 4. Minimal Workflow Template
|
||||
|
||||
### Bash Template (reusable)
|
||||
|
||||
```bash
|
||||
# 1. Setup (once per session)
|
||||
export CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1
|
||||
|
||||
# 2. Launch Claude
|
||||
claude
|
||||
|
||||
# 3. Create team (prompt template)
|
||||
> Create a team to [TASK]:
|
||||
> - Agent 1 ([ROLE]): [SPECIFIC MISSION]
|
||||
> - Agent 2 ([ROLE]): [SPECIFIC MISSION]
|
||||
> - Agent 3 ([ROLE]): [SPECIFIC MISSION]
|
||||
>
|
||||
> [CONTEXT/FILES TO REVIEW]
|
||||
|
||||
# 4. Observe (optional)
|
||||
# Shift+Up/Down to see individual agent outputs
|
||||
|
||||
# 5. Synthesis
|
||||
# Claude presents consolidated findings automatically
|
||||
|
||||
# 6. Act
|
||||
# Fix critical findings, skip minor ones
|
||||
```
|
||||
|
||||
### Example Prompts (copy-paste ready)
|
||||
|
||||
#### Pre-Release Guide Audit
|
||||
|
||||
```
|
||||
> Create a pre-release audit team:
|
||||
> - Accuracy: Check all claims, stats, version numbers, external links in CHANGELOG.md, README.md, and guide/ultimate-guide.md
|
||||
> - Consistency: Verify template count (count examples/ files), eval count (count docs/resource-evaluations/ files), guide lines (wc -l guide/ultimate-guide.md) match across README.md, guide/cheatsheet.md, machine-readable/reference.yaml
|
||||
> - Breaking: Identify breaking changes vs v3.23.0 by analyzing CHANGELOG.md [Unreleased] section
|
||||
```
|
||||
|
||||
#### Security PR Review (RTK)
|
||||
|
||||
```
|
||||
> Review PR #42 with security focus:
|
||||
> - Rust expert: Check ownership patterns, error handling (anyhow/thiserror), idiomatic code in modified files
|
||||
> - Security auditor: Scan for injection risks, token leaks, input sanitization
|
||||
> - Perf analyzer: Review allocations, async patterns, compiled regex
|
||||
```
|
||||
|
||||
#### Multi-File Doc Update
|
||||
|
||||
```
|
||||
> Update documentation for new "Agent Teams Quick Start" feature:
|
||||
> - Content writer: Write guide/workflows/agent-teams-quick-start.md with overview, 4 patterns, decision matrix, metrics
|
||||
> - Index updater: Update guide/ultimate-guide.md (add reference section 9.20), machine-readable/reference.yaml (add entry), CHANGELOG.md (add "Added" entry)
|
||||
> - Consistency checker: Verify all cross-refs work, line numbers match, no broken links
|
||||
```
|
||||
|
||||
#### Landing Sync Validation
|
||||
|
||||
```
|
||||
> Validate guide/landing synchronization:
|
||||
> - Guide scanner: Extract version from VERSION file, template count (find examples/ -type f | wc -l), eval count (find docs/resource-evaluations/ -name "*.md" | wc -l), guide lines (wc -l guide/ultimate-guide.md)
|
||||
> - Landing scanner: Check /Users/florianbruniaux/Sites/perso/claude-code-ultimate-guide-landing/index.html and examples.html for version, counts, guide lines approximation
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## 5. Success Metrics
|
||||
|
||||
### How to Measure Agent Teams ROI
|
||||
|
||||
| Metric | Target | How to Measure |
|
||||
|--------|--------|----------------|
|
||||
| **Convergence rate** | >50% | Count findings flagged by 2+ agents / total findings. High convergence = high confidence. |
|
||||
| **Unique insights** | Each agent ≥1 | Each agent must find at least 1 unique issue in their domain. If agent finds 0 unique = wasted tokens. |
|
||||
| **False positive rate** | <20% | Count invalid findings / total findings. Too many false positives = poor prompts. |
|
||||
| **Time saving** | 60-70% | Compare agent teams time vs sequential (estimate 3x single-agent time for 3 tasks). |
|
||||
| **Bug catch rate** | >80% | Count critical bugs found by agents / total bugs found post-ship. High = effective prevention. |
|
||||
|
||||
### Real Example: Pre-Release Review Test (2026-02-08)
|
||||
|
||||
```
|
||||
Task: Pre-release audit for v3.23.1
|
||||
Agents: 3 (accuracy-auditor, consistency-checker, breaking-checker)
|
||||
Duration: 4 min 12 sec
|
||||
|
||||
Findings (raw): 45 total
|
||||
├─ Accuracy: 12 (1 critical: LinkedIn URL malformed, 11 warnings)
|
||||
├─ Consistency: 18 (2 criticals: template count desync, line numbers outdated)
|
||||
└─ Breaking: 15 (0 breaking changes, 15 informational notes)
|
||||
|
||||
Findings (deduplicated): ~30 unique issues
|
||||
|
||||
Convergence analysis:
|
||||
├─ High confidence (2-3 agents): 4 issues
|
||||
│ ├─ Template count mismatch (consistency + accuracy)
|
||||
│ ├─ Line numbers outdated (consistency + accuracy)
|
||||
│ ├─ External link verification needed (accuracy + breaking)
|
||||
│ └─ Version sync across files (all 3 agents)
|
||||
└─ Unique insights:
|
||||
├─ Accuracy: LinkedIn URL corruption (only this agent caught it)
|
||||
├─ Consistency: TOC structure deviation (only this agent)
|
||||
└─ Breaking: Changelog format improvement suggestion (only this agent)
|
||||
|
||||
Metrics:
|
||||
├─ Convergence rate: 4/30 = 13% (lower than target, but 4 criticals flagged by multiple agents = high confidence on what matters)
|
||||
├─ Unique insights: 3/3 agents = 100% (each agent found unique issues in their domain)
|
||||
├─ False positive rate: 2/30 = 6.6% (below 20% target ✅)
|
||||
├─ Time saving: 4 min vs estimated 12 min sequential = 66% savings ✅
|
||||
├─ Bug catch rate: 3 critical bugs caught that would've shipped = prevented production issues ✅
|
||||
|
||||
Verdict: ✅ High value for pre-release audits
|
||||
```
|
||||
|
||||
### How to Track Your Metrics
|
||||
|
||||
**After each agent teams task**:
|
||||
|
||||
1. **Count findings**: Note raw findings per agent, then deduplicate
|
||||
2. **Mark convergence**: Which issues were flagged by 2+ agents?
|
||||
3. **Check unique insights**: Did each agent find at least 1 domain-specific issue?
|
||||
4. **Verify false positives**: How many findings were invalid/noise?
|
||||
5. **Time comparison**: Agent teams duration vs estimated sequential time
|
||||
6. **Post-ship validation**: Did agent teams catch bugs that would've shipped?
|
||||
|
||||
**Keep a log** (Markdown table in project docs):
|
||||
|
||||
```markdown
|
||||
| Date | Task | Agents | Duration | Findings | Convergence | Unique | False+ | Time Saved | Bugs Caught |
|
||||
|------|------|--------|----------|----------|-------------|--------|--------|------------|-------------|
|
||||
| 2026-02-08 | Pre-release v3.23.1 | 3 | 4m12s | 30 | 13% (4 critical) | 3/3 | 6.6% | 66% | 3 |
|
||||
```
|
||||
|
||||
**Adjust prompts** if metrics fail:
|
||||
- Low convergence (<30%) → Agents too specialized, overlap prompts more
|
||||
- No unique insights → Agents too similar, diversify expertise
|
||||
- High false positives (>20%) → Prompts too vague, add concrete criteria
|
||||
|
||||
---
|
||||
|
||||
## 6. Limitations & Red Flags
|
||||
|
||||
### What Agent Teams DON'T Do
|
||||
|
||||
| Limitation | What It Means | Mitigation |
|
||||
|------------|---------------|-----------|
|
||||
| **3x tokens** | Each agent = separate model call = 3x cost | Reserve for high-stakes tasks (pre-release, security PRs, not typo fixes) |
|
||||
| **Idle spam** | Agents show "Idle" messages during coordination | Normal behavior, not a bug, ignore the spam |
|
||||
| **Experimental** | Research preview = stability not guaranteed | Expect bugs, don't rely on agent teams for production-critical workflows |
|
||||
| **Coordination overhead** | 3-5 agents max, not 10 (coordination complexity grows) | Stick to 2-4 agents, avoid "team of 10" prompts |
|
||||
| **Context isolation** | Agents don't see each other's discoveries (work independently) | Claude synthesizes findings, but agents can't build on each other's work mid-task |
|
||||
|
||||
### Red Flags: When NOT to Use
|
||||
|
||||
❌ **Simple task** (<5 files, <100 lines, 1 domain)
|
||||
- Example: Fix typo in README.md
|
||||
- Why avoid: 3x tokens for 10-second task = waste
|
||||
|
||||
❌ **Sequential workflow** (step B depends on step A result)
|
||||
- Example: Implement feature → Write tests → Deploy
|
||||
- Why avoid: Agents work in parallel, can't handle dependencies
|
||||
|
||||
❌ **Budget tight** (3x tokens, optimize cost)
|
||||
- Example: Personal project with limited API credits
|
||||
- Why avoid: Agent teams = luxury for high-stakes tasks, not daily workflow
|
||||
|
||||
❌ **Write-heavy** (many edits to same files)
|
||||
- Example: Refactor entire codebase structure
|
||||
- Why avoid: Merge conflicts, coordination overhead, agents stepping on each other
|
||||
|
||||
❌ **Low-stakes review** (internal PR, trusted contributor, simple change)
|
||||
- Example: Team member fixes small bug
|
||||
- Why avoid: Overkill, single-agent review faster + cheaper
|
||||
|
||||
### When You SHOULD Use (despite costs)
|
||||
|
||||
✅ **High-stakes** (production release, security-sensitive, external contributor)
|
||||
✅ **Multi-domain** (Rust + Security + Performance = blind spots)
|
||||
✅ **Parallel-friendly** (independent tasks, no sequential dependencies)
|
||||
✅ **Consistency-critical** (cross-file sync, counts, versions)
|
||||
✅ **Learning opportunity** (understand blind spots, improve prompts)
|
||||
|
||||
---
|
||||
|
||||
## Summary: Quick Reference
|
||||
|
||||
### Setup (5 min once)
|
||||
|
||||
```bash
|
||||
export CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1
|
||||
claude
|
||||
> Are agent teams enabled? # Verify
|
||||
```
|
||||
|
||||
### When to Use (decision rule)
|
||||
|
||||
**YES if**:
|
||||
- High stakes + Multi-domain + Parallel-friendly
|
||||
|
||||
**NO if**:
|
||||
- Simple task + Sequential + Budget tight
|
||||
|
||||
### Patterns (4 ready-to-use)
|
||||
|
||||
1. **Pre-Release Review** (Guide) → Accuracy + Consistency + Breaking
|
||||
2. **Landing Sync** (Guide) → Guide scanner + Landing scanner
|
||||
3. **Multi-File Doc Update** (Guide) → Content + Index + Consistency
|
||||
4. **Security PR Review** (RTK) → Rust + Security + Performance
|
||||
|
||||
### Metrics (track ROI)
|
||||
|
||||
- Convergence: >50% (findings by 2+ agents)
|
||||
- Unique insights: Each agent ≥1
|
||||
- False positives: <20%
|
||||
- Time saving: 60-70%
|
||||
- Bug catch: >80%
|
||||
|
||||
### Red Flags (avoid waste)
|
||||
|
||||
- ❌ Simple task (<5 files)
|
||||
- ❌ Sequential workflow
|
||||
- ❌ Budget tight
|
||||
- ❌ Write-heavy (merge conflicts)
|
||||
|
||||
---
|
||||
|
||||
## Next Steps
|
||||
|
||||
1. **Try first test** (5 min setup + simple 2-agent task)
|
||||
2. **Pick 1 pattern** from your project (Guide or RTK)
|
||||
3. **Measure metrics** (convergence, unique insights, time saved)
|
||||
4. **Adjust prompts** based on results
|
||||
5. **Read full doc** for advanced patterns: [Agent Teams](./agent-teams.md)
|
||||
|
||||
**Got questions?** Check [full documentation](./agent-teams.md) for:
|
||||
- Architecture deep-dive (how git coordination works)
|
||||
- Advanced use cases (15+ production scenarios)
|
||||
- Troubleshooting (common issues + solutions)
|
||||
- Best practices (team size, prompt design, conflict resolution)
|
||||
|
|
@ -9,6 +9,8 @@
|
|||
**Reading time**: ~30 min
|
||||
**Prerequisites**: Opus 4.6 model, understanding of [Sub-Agents](../ultimate-guide.md#sub-agents), familiarity with [Task Tool](../ultimate-guide.md#task-tool)
|
||||
|
||||
**🚀 Want to get started fast?** See **[Agent Teams Quick Start Guide](./agent-teams-quick-start.md)** (8-10 min, copy-paste patterns for your projects)
|
||||
|
||||
---
|
||||
|
||||
## Table of Contents
|
||||
|
|
|
|||
|
|
@ -3,7 +3,7 @@
|
|||
# Source: guide/ultimate-guide.md
|
||||
# Purpose: Condensed index for LLMs to quickly answer user questions about Claude Code
|
||||
|
||||
version: "3.23.1"
|
||||
version: "3.23.2"
|
||||
updated: "2026-02-07"
|
||||
|
||||
# ════════════════════════════════════════════════════════════════
|
||||
|
|
@ -115,7 +115,7 @@ deep_dive:
|
|||
sandbox_cloudflare_sdk: "https://developers.cloudflare.com/sandbox/tutorials/claude-code/"
|
||||
sandbox_vercel: "https://vercel.com/docs/vercel-sandbox/"
|
||||
sandbox_e2b: "https://e2b.dev"
|
||||
sandbox_native_cc: "guide/architecture.md:390"
|
||||
sandbox_native_cc: "guide/architecture.md:579"
|
||||
# Native Claude Code Sandbox (Official docs, v2.1.0+) - Added 2026-02-02
|
||||
sandbox_native_guide: "guide/sandbox-native.md"
|
||||
sandbox_native_why: "guide/sandbox-native.md:47" # Why Native Sandboxing
|
||||
|
|
@ -166,7 +166,7 @@ deep_dive:
|
|||
third_party_toad: "https://github.com/batrachianai/toad"
|
||||
third_party_conductor: "https://docs.conductor.build"
|
||||
# Configuration Management & Backup (Added 2026-02-02)
|
||||
config_management_guide: "guide/ultimate-guide.md:4085" # Section 3.23.1
|
||||
config_management_guide: "guide/ultimate-guide.md:4085" # Section 3.23.2
|
||||
config_hierarchy: "guide/ultimate-guide.md:4095" # Global → Project → Local precedence
|
||||
config_git_strategy_project: "guide/ultimate-guide.md:4110" # What to commit in .claude/
|
||||
config_git_strategy_global: "guide/ultimate-guide.md:4133" # Version control ~/.claude/
|
||||
|
|
@ -212,7 +212,7 @@ deep_dive:
|
|||
system_prompts_prompthub: "https://www.prompthub.us/blog/an-analysis-of-the-claude-4-system-prompt"
|
||||
system_prompts_architecture: "guide/architecture.md:354"
|
||||
# MCP Apps Extension (SEP-1865) - Added 2026-01-27
|
||||
mcp_apps_architecture: "guide/architecture.md:656"
|
||||
mcp_apps_architecture: "guide/architecture.md:795"
|
||||
mcp_apps_evolution: "guide/ultimate-guide.md:6509"
|
||||
mcp_apps_spec: "https://github.com/modelcontextprotocol/ext-apps"
|
||||
mcp_apps_blog_mcp: "https://blog.modelcontextprotocol.io/posts/2026-01-26-mcp-apps/"
|
||||
|
|
@ -375,13 +375,13 @@ deep_dive:
|
|||
- "Linear MCP: ~9.5k installs (issue tracking)"
|
||||
plugins_awesome_list: "https://github.com/hesreallyhim/awesome-claude-code"
|
||||
plugins_awesome_list_stars: "20k+"
|
||||
chain_of_verification: "guide/methodologies.md:165"
|
||||
chain_of_verification: "guide/methodologies.md:218"
|
||||
chain_of_verification_paper: "https://arxiv.org/abs/2309.11495"
|
||||
chain_of_verification_acl: "https://aclanthology.org/2024.findings-acl.212/"
|
||||
# Verification Loops & Eval Harness (added 2026-01-23)
|
||||
verification_loops: "guide/methodologies.md:145"
|
||||
verification_loops: "guide/methodologies.md:218"
|
||||
verification_loops_source: "https://www.anthropic.com/engineering/claude-code-best-practices"
|
||||
eval_harness: "guide/methodologies.md:161"
|
||||
eval_harness: "guide/methodologies.md:262"
|
||||
eval_harness_source: "https://www.anthropic.com/engineering/demystifying-evals-for-ai-agents"
|
||||
# GSD (Get Shit Done) methodology (added 2026-01-25)
|
||||
gsd_methodology: "guide/methodologies.md:47"
|
||||
|
|
@ -556,6 +556,7 @@ deep_dive:
|
|||
permutation_frameworks: 13947
|
||||
# Section 9.20 - Agent Teams (v2.1.32+ experimental)
|
||||
agent_teams: "guide/workflows/agent-teams.md"
|
||||
agent_teams_quick_start: "guide/workflows/agent-teams-quick-start.md" # Practical 8-10 min guide with copy-paste patterns
|
||||
agent_teams_overview: 15992 # Section 9.20 in ultimate-guide.md
|
||||
agent_teams_architecture: "guide/workflows/agent-teams.md:59"
|
||||
agent_teams_setup: "guide/workflows/agent-teams.md:104"
|
||||
|
|
@ -752,7 +753,7 @@ shortcuts:
|
|||
Shift+Tab: "cycle: default → auto-accept → plan"
|
||||
Esc×2: "rewind/undo"
|
||||
Ctrl+C: "interrupt"
|
||||
Ctrl+R: "retry"
|
||||
Ctrl+R: "search command history"
|
||||
Ctrl+B: "background all tasks"
|
||||
"@file": "reference file"
|
||||
"!cmd": "shell command"
|
||||
|
|
@ -872,7 +873,7 @@ mcp:
|
|||
config: ".claude/mcp.json or ~/.claude.json"
|
||||
tool_search: "lazy loading MCP tools (v2.1.7+) - 85% token reduction - auto:N threshold config"
|
||||
tool_search_config: "ENABLE_TOOL_SEARCH=auto|auto:N|true|false"
|
||||
tool_search_deep_dive: "guide/architecture.md:534"
|
||||
tool_search_deep_dive: "guide/architecture.md:1000"
|
||||
|
||||
# ════════════════════════════════════════════════════════════════
|
||||
# ARCHITECTURE INTERNALS - see guide/architecture.md
|
||||
|
|
@ -1078,7 +1079,7 @@ ecosystem:
|
|||
- "Cross-links modified → Update all 4 repos"
|
||||
history:
|
||||
- date: "2026-01-20"
|
||||
event: "Code Landing sync v3.23.1, 66 templates, cross-links"
|
||||
event: "Code Landing sync v3.23.2, 66 templates, cross-links"
|
||||
commit: "5b5ce62"
|
||||
- date: "2026-01-20"
|
||||
event: "Cowork Landing fix (paths, README, UI badges)"
|
||||
|
|
@ -1090,7 +1091,7 @@ ecosystem:
|
|||
onboarding_matrix_meta:
|
||||
version: "2.0.0"
|
||||
last_updated: "2026-02-05"
|
||||
aligned_with_guide: "3.23.1"
|
||||
aligned_with_guide: "3.23.2"
|
||||
changelog:
|
||||
- version: "2.0.0"
|
||||
date: "2026-02-05"
|
||||
|
|
@ -1118,7 +1119,7 @@ onboarding_matrix:
|
|||
core: [rules, sandbox_native_guide, commands]
|
||||
time_budget: "5 min"
|
||||
topics_max: 3
|
||||
note: "SECURITY FIRST - sandbox before commands (v3.23.1 critical fix)"
|
||||
note: "SECURITY FIRST - sandbox before commands (v3.23.2 critical fix)"
|
||||
|
||||
beginner_15min:
|
||||
core: [rules, sandbox_native_guide, workflow, essential_commands]
|
||||
|
|
@ -1203,7 +1204,7 @@ onboarding_matrix:
|
|||
- default: agent_validation_checklist
|
||||
time_budget: "60 min"
|
||||
topics_max: 6
|
||||
note: "Dual-instance pattern for quality workflows (v3.23.1)"
|
||||
note: "Dual-instance pattern for quality workflows (v3.23.2)"
|
||||
|
||||
learn_security:
|
||||
intermediate_30min:
|
||||
|
|
@ -1214,7 +1215,7 @@ onboarding_matrix:
|
|||
- default: permission_modes
|
||||
time_budget: "30 min"
|
||||
topics_max: 4
|
||||
note: "NEW goal (v3.23.1) - Security-focused learning path"
|
||||
note: "NEW goal (v3.23.2) - Security-focused learning path"
|
||||
|
||||
power_60min:
|
||||
core: [sandbox_native_guide, mcp_secrets_management, security_hardening]
|
||||
|
|
@ -1239,7 +1240,7 @@ onboarding_matrix:
|
|||
core: [rules, sandbox_native_guide, workflow, essential_commands, context_management, plan_mode]
|
||||
time_budget: "60 min"
|
||||
topics_max: 6
|
||||
note: "Security foundation + core workflow (v3.23.1 sandbox added)"
|
||||
note: "Security foundation + core workflow (v3.23.2 sandbox added)"
|
||||
|
||||
intermediate_120min:
|
||||
core: [plan_mode, agents, skills, config_hierarchy, git_mcp_guide, hooks, mcp_servers]
|
||||
|
|
|
|||
Loading…
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Reference in a new issue