``` ██╗ ██╗████████╗███████╗ █████╗ ██████╗ ███████╗███╗ ██╗████████╗███████╗ ██║ ██║╚══██╔══╝██╔════╝██╔══██╗██╔════╝ ██╔════╝████╗ ██║╚══██╔══╝██╔════╝ ██║ ██║ ██║ █████╗ ███████║██║ ███╗█████╗ ██╔██╗ ██║ ██║ ███████╗ ██║ ██║ ██║ ██╔══╝ ██╔══██║██║ ██║██╔══╝ ██║╚██╗██║ ██║ ╚════██║ ███████╗██║ ██║ ███████╗██║ ██║╚██████╔╝███████╗██║ ╚████║ ██║ ███████║ ╚══════╝╚═╝ ╚═╝ ╚══════╝╚═╝ ╚═╝ ╚═════╝ ╚══════╝╚═╝ ╚═══╝ ╚═╝ ╚══════╝ ``` **AI development toolkit with 11 specialized agents and 18 commands per tool**

version (auto from package.json) license: Apache 2.0

**Supported Tools:** [![Claude](https://img.shields.io/badge/Claude-Supported-blue?logo=anthropic)](https://claude.ai) [![Opencode](https://img.shields.io/badge/Opencode-Supported-green)](https://github.com/hamr0/opencode) [![Ampcode](https://img.shields.io/badge/Ampcode-Supported-orange)](https://github.com/hamr0/ampcode) [![Droid](https://img.shields.io/badge/Droid-Supported-red)](https://github.com/hamr0/droid)
Specialized AI agents and workflow commands for product management, agile development, and software engineering. Simple installer supports Claude, Opencode, Ampcode, and Droid. --- ## Quick Start ```bash # Option 1: NPX (recommended) npx liteagents # Option 2: Global install (never use sudo) npm install -g liteagents liteagents # If permission errors: # mkdir -p ~/.npm-global && npm config set prefix '~/.npm-global' # echo 'export PATH=~/.npm-global/bin:$PATH' >> ~/.bashrc && source ~/.bashrc ``` ### Supported Tools - **Claude Code** - 11 subagents + 9 skills + 9 commands (+ optional live-canvas channel plugin) - **Opencode** - 11 agent references + 18 commands - **Ampcode** - 11 subagents + 18 commands - **Droid** - 11 agent references + 18 commands **Key Difference:** - **Claude Code**: Full subagent system with orchestrator + skills (auto-triggering) - **Opencode / Droid / Ampcode**: Commands only + agent reference documentation ### Start Using ```bash # Claude Code examples @orchestrator help @1-create-prd Create a PRD for a task management app /brainstorming Explore authentication approaches /tdd-flow Implement user login # Opencode/Ampcode/Droid examples /1-create-prd Create a PRD for a task management app /brainstorming Explore authentication approaches /tdd-flow Implement user login ``` --- ## Hot Memory — project-local learning from your own sessions Liteagents ships a two-command pipeline that turns Claude Code's session logs into project-local memory. No databases, no external services, just markdown files the assistant reads via `@MEMORY.md`. ``` /stash → /remember capture analyze + consolidate ``` - **`/stash`** — snapshot the current session's context before compaction or handoff; nudges you to consolidate once a few stashes pile up. The write-up runs on a mid-tier model, dispatched as a background subagent where your tool supports it, so the session isn't blocked on formatting/file I/O - **`/remember`** — runs friction analysis automatically (mining JSONL session logs across *all* your projects for frustration signals, failed flows, and abandonment patterns, clustered into antigen candidates), then consolidates stashes + friction antigens into `.claude/remember/MEMORY.md`; auto-injected into `CLAUDE.md` via `@MEMORY.md` so every future session benefits. Per-stash extraction runs as concurrent subagent calls on a mid-tier model — no model name hardcoded, so it works with whatever your tool has configured `/remember` also bootstraps a one-time `AGENT_RULES.md` coding-standards template into `.claude/remember/` on first run (never overwritten again after that), referenced separately in `CLAUDE.md` for the assistant to consult when building something new — a static guide, not something the pipeline learns or extracts. What you get is a memory that *learns from your own mistakes and interventions*, grows quietly in your repo, and works anywhere Claude Code runs. The friction pass inside `/remember` scans all your projects and gives you a per-repo reliability verdict: ``` Per-Project: my-app 56% BAD (40/72) median: 16.0 🔴 api-service 40% BAD (2/5) median: 0.5 🟡 web-client 0% BAD (0/1) median: 0.0 ✅ WORST: my-app/0203-1630-11eb903a peak=225 turns=127 BEST: web-client/0202-2121-8d8608e1 peak=0 turns=4 Verdict: USEFUL Intervention predictability: 93% ``` Results land in `.claude/remember/friction/antigen_review.md` with projects, error patterns, and offending tool sequences called out per cluster — which `/remember` then encodes as rules the next session sees. > This is the thing in liteagents that nothing else ships. Normal skill bundles give you instructions. The hot-memory pipeline gives you instructions the assistant wrote for itself, from your own logs. --- ## What's Included ### 11 Agents **Workflow Agents (3):** - **1-create-prd** - Define scope with structured Product Requirement Documents - **2-generate-tasks** - Break PRDs into granular, actionable task lists - **3-process-task-list** - Execute tasks iteratively with progress tracking and review checkpoints **Specialist Agents (8):** - **orchestrator** - Analyze intent, coordinate workflows, route to optimal agent sequences - **code-developer** - Implementation, debugging, refactoring, code best practices - **quality-assurance** - Test architecture, quality gates, requirements traceability, risk assessment - **context-builder** - Initialize project context, discover documentation, create knowledge bases - **feature-planner** - Epics, user stories, prioritization, backlog management, retrospectives - **market-researcher** - Market analysis, competitive research, project discovery, brainstorming - **system-architect** - System design, technology selection, API design, scalability planning - **ui-designer** - UI/UX design, wireframes, prototypes, accessibility, design systems ### 18 Commands/Skills **Auto-Triggering Skills (3)** - Claude Code only: - **tdd-flow** - Write test first, watch fail, minimal passing code - **test-traps** - Prevent mocking anti-patterns - **verify-done** - Verify before claiming done **Manual Skills/Commands (15):** *Hot Memory Pipeline (2)* — see the [Hot Memory](#hot-memory--project-local-learning-from-your-own-sessions) section above for the full walkthrough: - **stash** - Snapshot session context to `.claude/stash/` before compaction, handoff, or ending complex work - **remember** - Consolidate stashes + friction antigens into `.claude/remember/MEMORY.md`; auto-injected via `@MEMORY.md` *Design*: - **live-canvas** - Design UI variations with click-to-annotate feedback in the browser; ships a companion MCP channel plugin for Claude Code so Saves stream into the session in real time. Other tools use batch mode. *Workflow & analysis*: - **brainstorming** - Structured brainstorming sessions - **docs-builder** - Project documentation generation - **trace-back** - Trace bugs backward through call stack - **skill-creator** - Guide for creating new skills - **debug-method** - Four-phase debugging framework - **optimize** - Performance analysis - **refactor** - Safe refactoring with behavior preservation - **diff-review** - Review a file, branch, or range; verifies findings, fixes confirmed/unambiguous ones, asks on ambiguous or downstream-affecting ones - **security** - Vulnerability scan; same verify→fix→ask flow as `/diff-review` - **ship** - Pre-deployment checklist - **release** - Deliver a feature end-to-end: verify → docs → merge → tag (publish stays manual) - **test-generate** - Generate test suites > **Claude-only plugin:** `live-canvas-channel` is a bundled Claude Code MCP channel plugin that ships under `~/.claude/plugins/live-canvas-marketplace/`. One-time `/plugin install` + a session started with `--dangerously-load-development-channels` unlocks live mode. Skill probes for the channel on each invocation and handholds setup when missing. See [`packages/claude/skills/live-canvas/README.md`](packages/claude/skills/live-canvas/README.md) for the full walkthrough. --- ## Documentation | Document | Description | |----------|-------------| | **[INSTALLER_GUIDE.md](docs/INSTALLER_GUIDE.md)** | Complete installation guide, troubleshooting, and FAQ | | **[subagentic-manual.md](packages/subagentic-manual.md)** | Detailed agent/command reference | | **[remember-README.md](docs/remember-README.md)** | How hot memory works — the `/stash` → `/remember` pipeline, the friction sensor, and the antigen ledger | --- ## Example Workflows **Feature Development:** ``` @orchestrator I need to add user authentication # Orchestrator routes to: # → market-researcher (research approaches) # → 1-create-prd (requirements) # → 2-generate-tasks (implementation tasks) # → 3-process-task-list (execution) ``` **Code Quality:** ``` @quality-assurance Review this PR before merge /diff-review main # review branch vs main, fixes confirmed issues, asks on ambiguous ones /debug-method Investigate this race condition ``` **Architecture & Design:** ``` @system-architect Design microservices architecture @ui-designer Create wireframes for mobile checkout ``` --- ## Stats - **11** Specialized Agents - **22** Workflow Commands & Skills - **4** Supported Tools (Claude, Opencode, Ampcode, Droid) - **Apache-2.0** License --- ## Links - **npm:** https://www.npmjs.com/package/liteagents - **GitHub:** https://github.com/hamr0/liteagents - **Issues:** https://github.com/hamr0/liteagents/issues --- ## License Apache-2.0 © 2026 hamr0 — see [LICENSE](LICENSE). --- **Need help?** See the [Installer Guide](docs/INSTALLER_GUIDE.md) or [open an issue](https://github.com/hamr0/liteagents/issues)