claude-impl-tools

Implementation skill pack for Claude Code — Build software with AI agent teams

A plugin of 28 skills for Claude Code. Covers the full dev lifecycle: planning, orchestration, quality, security, maintenance, and skill ecosystem intelligence. Skills auto-install project-level hooks and agents on demand.

Quick Start

Option 1: Plugin Install (Recommended)

Launch Claude Code, then run:

hljs language-bash

/plugin marketplace add insightflo/claude-impl-tools
/plugin install claude-impl-tools@insightflo

Option 2: Quick Install (No plugin)

hljs language-bash

curl -fsSL https://raw.githubusercontent.com/insightflo/claude-impl-tools/main/scripts/quick-install.sh | bash

This clones the repo and symlinks skills. No hooks or agents installed — skills handle that on demand.

What You Get

Component	Count	Installed when
Skills	28	Plugin install
Hooks	up to 17	On demand (skill runs `install.sh --local`)
Worker Agents	4	On demand (project-level)
Templates	11	On demand (project-level)

Skills (28)

Core Workflow

Skill	What it does
`/workflow`	Meta hub — analyzes project state, recommends the next skill (rules + experience hybrid)
`/agile`	Layered sprints (Skeleton → Muscles → Skin) for 1-30 tasks
`/recover`	Resume work after CLI crashes, network drops, or agent errors
`/checkpoint`	Two-stage code review at task/PR completion

Project Initialization

Skill	What it does
`/si-planning`	SI requirements engineering — Socratic elicitation, domain checklist, auto-generated deliverables (requirements analysis / functional spec / screen spec / traceability matrix), change impact analysis, customer dashboard
`/governance-setup`	Set up Agent Teams governance or Mini-PRD
`/tasks-init`	Generate TASKS.md from scratch
`/tasks-migrate`	Consolidate legacy task files into TASKS.md

Quality & Security

Skill	What it does
`/quality-auditor`	Comprehensive audit + verification discipline + quantitative metrics (v3.0)
`/security-review`	OWASP Top 10, CVE, secrets detection
`/multi-ai-review`	Claude + Gemini + Codex 3-AI consensus engine with domain presets

Orchestration

Skill	What it does
`/team-orchestrate`	Unified engine — 3 modes: `auto` (Task dispatch), `team` (Agent Teams API), `thin` (ultra-minimal for 50-200 tasks)
`/cmux-orchestrate`	cmux-based multi-AI team — Claude/Gemini/Codex in physical parallel
`/cmux-ai-run`	cmux pane-split parallel task execution
`/cmux-ai-review`	cmux pane-split parallel 3-stage review
`/multi-ai-run`	Role-based AI model routing (Codex=code, Gemini=design, Claude=plan)
`/whitebox`	Execution control plane — state, health, approvals
`/cmux`	cmux terminal multiplexer control

Maintenance & Analysis

Skill	What it does
`/maintenance`	ITIL 5-stage production maintenance orchestrator
`/impact`	Blast radius and risk analysis before file modification
`/deps`	Dependency graph + circular dependency detection
`/changelog`	Change history query by domain/date/author
`/coverage`	Test coverage analysis and gap identification
`/architecture`	Project structure and tech stack visualization
`/compress`	Context optimization with self-editing `/prune` (H2O + Context-1 pattern, v2.0)
`/statusline`	TASKS.md progress in Claude Code status bar

Skill Intelligence

Skill	What it does
`/memento`	Skill ecosystem engine — experience logging, smart routing, failure reflection, harness generation, cross-project knowledge via DuckDB

Memento: Skill Ecosystem Intelligence

/memento learns which skills work best for which tasks and improves the ecosystem over time.

Mode	Purpose
`log`	Record skill execution outcomes (auto via PostToolUse hook)
`route <task>`	Experience-weighted skill recommendation
`health`	Unified skill dashboard across all projects
`reflect <skill>`	Analyze failure patterns, suggest SKILL.md fixes
`harness <skill>`	Generate validation scripts from failure patterns (AutoHarness-inspired)
`global search`	Cross-project knowledge search via DuckDB
`global recall`	Topic-specific cross-project learning retrieval

Prerequisites for Memento

Memento's SKILL.md is included in the plugin. The execution infrastructure requires one-time global setup:

hljs language-bash

# 1. Install DuckDB
pip install duckdb

# 2. Initialize the global experience store
python3 -c "
import duckdb
db = duckdb.connect('$HOME/.claude/memento/experience.duckdb')
# Tables are auto-created on first use
db.close()
"

# 3. Add experience logging hook to ~/.claude/settings.json
# (See Harness Infrastructure below)

Orchestration Modes

/team-orchestrate auto-selects the right mode based on task count:

Task count	Mode	How it works
1-50	`--mode=auto`	Direct Task dispatch, worktree-based phases
10-80	`--mode=team`	Agent Teams API, 3-level hierarchy
50-200	`--mode=thin`	Ultra-minimal context (76% token reduction)

hljs language-bash

# Examples
/team-orchestrate                    # auto-selects mode
/team-orchestrate --mode=thin        # force thin mode
/auto-orchestrate                    # alias for --mode=auto

Agent Teams

Uses Claude Code native Agent Teams with CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1.

hljs language-java

Your Claude session (= team lead)
├── architecture-lead
│     ├── backend-builder
│     └── reviewer
├── design-lead
│     ├── frontend-builder
│     └── designer
└── qa-lead

Enabling Agent Teams

hljs language-bash

bash plugin/project-team/install.sh --local --mode=team

Or let /team-orchestrate auto-install when needed.

Project-level hooks (installed on demand)

Category	Hooks
Permission	`permission-checker`, `domain-boundary-enforcer`
Safety	`pre-edit-impact-check`, `risk-area-warning`, `security-scan`
Quality	`standards-validator`, `design-validator`, `interface-validator`, `quality-gate`
Gates	`policy-gate`, `contract-gate`, `risk-gate`, `docs-gate`
Sync	`architecture-updater`, `changelog-recorder`, `cross-domain-notifier`, `task-sync`

Hook modes

Mode	Hooks	Use case
lite	4	MVP, startups
standard	7	Most projects
full	17	Regulated industries
team	8 + Agent Teams hooks	Team orchestration

Harness Infrastructure (Global)

The plugin works out of the box, but full harness engineering features require global setup in ~/.claude/:

Invariant Hooks (PreToolUse)

Enforce rules with code, not just instructions. Add to ~/.claude/settings.json:

hljs language-json

{
  "hooks": {
    "PreToolUse": [
      {
        "matcher": "Write|Edit",
        "hooks": [
          { "type": "command", "command": "bash ~/.claude/memento/invariants/cross-domain-guard.sh", "timeout": 3 },
          { "type": "command", "command": "bash ~/.claude/memento/invariants/sensitive-file-guard.sh", "timeout": 2 }
        ]
      },
      {
        "matcher": "Bash",
        "hooks": [
          { "type": "command", "command": "bash ~/.claude/memento/invariants/test-before-commit.sh", "timeout": 3 }
        ]
      }
    ],
    "PostToolUse": [
      {
        "matcher": "Skill",
        "hooks": [
          { "type": "command", "command": "bash ~/.claude/memento/log_skill.sh", "timeout": 5 }
        ]
      }
    ]
  }
}

Global files

File	Purpose
`~/.claude/memento/experience.duckdb`	Unified experience store (DuckDB)
`~/.claude/memento/query.py`	CLI: `search`, `health`, `recall`, `sync`, `sql`
`~/.claude/memento/log_skill.sh`	PostToolUse hook — auto-log skill executions
`~/.claude/memento/update_outcome.py`	Update experience outcome with failure taxonomy
`~/.claude/memento/invariants/*.sh`	PreToolUse invariant enforcement scripts

Recommended Workflow

hljs language-bash

Start
  │
  ├─ "What should I do?" ────────────── /workflow
  │
  ├─ Plan your project
  │   ├─ Large project? ──────── /governance-setup
  │   └─ Generate tasks ───────── /tasks-init
  │
  ├─ Implement (choose by scale)
  │   ├─ Small (≤30 tasks) ───── /agile auto
  │   ├─ Medium (30-50) ──────── /team-orchestrate --mode=auto
  │   ├─ Large (50-200) ──────── /team-orchestrate --mode=thin
  │   └─ With cmux ────────────── /cmux-orchestrate
  │
  ├─ Maintain
  │   ├─ Before editing ──────── /impact
  │   ├─ Bug fix ──────────────── /maintenance
  │   ├─ Check dependencies ──── /deps
  │   └─ Review changes ──────── /changelog
  │
  ├─ Quality
  │   ├─ Test coverage ───────── /coverage
  │   ├─ Security scan ───────── /security-review
  │   ├─ Pre-deploy audit ────── /quality-auditor
  │   └─ Context cleanup ─────── /compress (or /prune)
  │
  ├─ Skill ecosystem
  │   ├─ Skill performance ──── /memento health
  │   ├─ Cross-project recall ── /memento global recall
  │   └─ Improve a skill ─────── /memento reflect <skill>
  │
  └─ If interrupted ───────────── /recover

Repository Structure

hljs language-bash

claude-impl-tools/
├── .claude-plugin/
│   └── marketplace.json           # Marketplace manifest
├── plugin/
│   ├── .claude-plugin/
│   │   └── plugin.json            # Plugin manifest (version, metadata)
│   ├── skills/                    # 26 skills (auto-discovered)
│   │   ├── memento/               # Skill ecosystem intelligence
│   │   ├── team-orchestrate/      # Unified orchestration (3 modes)
│   │   ├── quality-auditor/       # Comprehensive audit (v3.0)
│   │   ├── context-optimize/      # H2O + self-editing (v2.0)
│   │   └── ...
│   └── project-team/              # On-demand project setup
│       ├── install.sh             # Local installer
│       ├── agents/                # Worker agents
│       ├── hooks/                 # Validation & governance hooks
│       └── templates/             # Protocols, ADR, contracts
└── scripts/
    └── quick-install.sh           # Alternative install (clone + symlink)

Requirements

Component	Requirement
All skills	Claude Code CLI
`/memento` global features	Python 3.10+, `pip install duckdb`
`/multi-ai-review`, `/cmux-ai-*`	`gemini` CLI, `codex` CLI (optional)
`/cmux-*` skills	cmux terminal multiplexer
Project Team hooks	Node.js 18+
Agent Teams	`CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1`
Invariant hooks	Global `~/.claude/memento/invariants/*.sh` setup

Version History

Version	Changes
4.7.0	/si-planning skill (SI requirements engineering, domain profiles, customer dashboard), GSD benchmark integration
4.6.0	GSD patterns: context monitoring hooks, /discuss skill, goal-backward verification, deviation rules, autonomous mode
4.5.0	context-optimize v2.0 (self-editing /prune), hybrid recall
4.4.0	Unified DuckDB experience store, memento global mode
4.3.1	memento harness mode (AutoHarness-inspired validation)
4.3.0	memento skill, team-orchestrate 3-mode unification, quality-auditor v3.0
4.2.0	cmux live-mode: paste-buffer + callback scripts
3.5.x	cmux skills, auto-revision quality improvements
3.4.0	Agent Teams API migration

License

English | 한국어

claude-impl-tools

claude-impl-tools

Quick Start

Option 1: Plugin Install (Recommended)

Option 2: Quick Install (No plugin)

What You Get

Skills (28)

Core Workflow

Project Initialization

Quality & Security

Orchestration

Maintenance & Analysis

Skill Intelligence

Memento: Skill Ecosystem Intelligence

Prerequisites for Memento

Orchestration Modes

Agent Teams

Enabling Agent Teams

Project-level hooks (installed on demand)

Hook modes

Harness Infrastructure (Global)

Invariant Hooks (PreToolUse)

Global files

Recommended Workflow

Repository Structure

Requirements

Version History

License

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Original Author

Publisher