Specialized AI agents and workflow commands for product management, agile development, and software engineering. Simple installer supports Claude, Opencode, Ampcode, and Droid.
🚀 Quick Start
npx liteagents
npm install -g liteagents
liteagents
Supported Tools
- Claude Code - 11 subagents + 10 skills + 12 commands
- Opencode - 11 agent references + 22 commands
- Ampcode - 11 subagents + 22 commands
- Droid - 11 agent references + 22 commands
Key Difference:
- Claude Code: Full subagent system with orchestrator + skills (auto-triggering)
- Opencode / Droid / Ampcode: Commands only + agent reference documentation
Start Using
@orchestrator help
@1-create-prd Create a PRD for a task management app
/brainstorming Explore authentication approaches
/test-driven-development Implement user login
/1-create-prd Create a PRD for a task management app
/brainstorming Explore authentication approaches
/test-driven-development Implement user login
🤖 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
22 Commands/Skills
Auto-Triggering Skills (3) - Claude Code only:
- test-driven-development - Write test first, watch fail, minimal passing code
- testing-anti-patterns - Prevent mocking anti-patterns
- verification-before-completion - Verify before claiming done
Manual Skills/Commands (19):
- brainstorming - Structured brainstorming sessions
- code-review - Implementation review against requirements
- condition-based-waiting - Replace timeouts with condition polling
- docs-builder - Project documentation generation
- root-cause-tracing - Trace bugs backward through call stack
- skill-creator - Guide for creating new skills
- systematic-debugging - Four-phase debugging framework
- debug - Systematic issue investigation
- explain - Explain code for newcomers
- friction - Analyze session logs for failure patterns and behavioral signals
- git-commit - Intelligent commit creation
- optimize - Performance analysis
- refactor - Safe refactoring with behavior preservation
- remember - Consolidate stashes + friction into project memory
- review - Comprehensive code review
- security - Vulnerability scanning
- ship - Pre-deployment checklist
- stash - Save session context for compaction recovery or handoffs
- test-generate - Generate test suites
Hot Memory (3-step pipeline)
Lightweight session memory that learns from your usage patterns.
/stash → /friction → /remember
/stash - Snapshot current session context to .claude/stash/. Use before compaction, handoffs, or ending complex work.
/friction - Analyze session logs for failure patterns. Scores sessions, clusters failures, outputs actionable antigens.
/remember - Consolidate stashes + friction into .claude/memory/MEMORY.md. Extracts facts, episodes, and behavioral preferences. Injects into CLAUDE.md via @MEMORY.md.
Result: Project-local memory that accumulates across sessions — no external dependencies, no databases, just markdown.
liteagents friction ~/.claude/projects
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 ✅
Session Extremes:
WORST: my-app/0203-1630-11eb903a peak=225 turns=127
BEST: web-client/0202-2121-8d8608e1 peak=0 turns=4
Last 2 Weeks:
2026-02-02 15 sessions 10 BAD ██████░░░░ 67%
2026-02-03 29 sessions 12 BAD ████░░░░░░ 41%
2026-02-04 6 sessions 2 BAD ███░░░░░░░ 33%
Verdict: ✓ USEFUL
Intervention predictability: 93%
📖 Documentation
💡 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
/code-review Check security and performance
/systematic-debugging 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)
- MIT License
🔗 Links
📄 License
MIT © 2025 hamr0
Need help? Check TROUBLESHOOTING.md or open an issue