github.com/Sandeeprdy1729/timps-swarm

TIMPS
Swarm

64+ specialized agents across 9 domains — SDLC pipeline, computer health, intelligence, AI/ML, India stack, domain engineering, business, infra & emerging tech. Powered by TIMPS-Coder and Qwen models running locally via Ollama.

64+Agents
20Adapters
106MCP Tools
v2.0.1Latest
One-line install
npm i timps-swarm

Install the package, integrate TIMPS Swarm into any coding agent

The Team

64+ agents · click to explore

Tasks this agent handles

    Model

    Reports to

    How a task flows through the swarm

    🎯User request
    →
    🎛️Orchestrator
    →
    📋Product Mgr
    →
    🏗️Architect
    →
    ⚡Code Gen
    →
    🔍Reviewer
    ↕
    🧪QA Tester
    +
    🛡️Security
    →
    🚀Perf Opt
    →
    📝Docs
    →
    🔧DevOps
    →
    ✅Deployed

    TIMPS-Coder Adapters

    20 specialised LoRA adapters

    What's New in v2.0.1

    13 systems · 7 new in v2.0.1
    NEW
    Layer 1
    Computer Manager
    src/layer1_computer_manager.py
    • Allocates isolated computers to each sub-agent
    • Per-agent: working directory, CPU quota, memory limit, disk quota
    • Resource tracking per agent
    • Clean cleanup when agents die
    NEW
    Layer 2
    Swarm Bridge
    src/layer2_swarm_bridge.py
    • spawn_sub_agent(role) — create agent with its own computer
    • spawn_agent_team(roles) — create a team of agents
    • run_swarm_task(request) — execute full 10-agent pipeline
    • Connects to TIMPS-Swarm's LangGraph workflow
    CORE
    Layer 3
    CLI Commands
    src/layer3_swarm_cli.py
    • /swarm spawn <role> — spin up a single agent
    • /swarm team <roles> — launch an agent team
    • /swarm run <task> — run the full pipeline
    • /swarm status — inspect live agent resources
    NEW
    Feature
    Agent Memory
    src/memory.py
    • Every run saved to ~/.timps/memory/runs.jsonl
    • Agents recall similar past fixes before each LLM call
    • Keyword-overlap scoring + recency ranking
    • timps work --memory to review what they've learned
    NEW
    Feature
    API Key Auth
    src/auth.py
    • Opt-in team auth — off by default, set TIMPS_AUTH=1
    • Keys: timps-sk-<48 hex>, stored as SHA-256 only
    • timps keygen / timps keys / timps revoke
    • MCP server enforces auth on every tool call
    NEW
    Feature
    Install Improvements
    install.sh
    • Disk space pre-flight check before model pulls (~16 GB)
    • Warns and exits early if storage is insufficient
    • New Step 8: auto-starts TIMPS daemon after install
    • Daemon logs to ~/.timps/logs/daemon.log
    NEW
    v2.0.1
    Intelligence Agents
    src/intelligence/
    • Code Archaeology — unravel legacy codebases
    • Pattern Detector — surface architectural patterns
    • Technical Debt — quantify and prioritise debt
    • Memory Agent — cross-session knowledge retention
    • Learning Agent — learn from past runs
    • Agent Composer — assemble custom agent pipelines
    NEW
    v2.0.1
    AI/ML Agents
    src/aiml/
    • Prompt Engineer — craft & iterate system prompts
    • Dataset Agent — build and clean training datasets
    • Model Evaluator — benchmark LLMs and adapters
    • RAG Designer — architect retrieval pipelines
    • Fine-tuning Agent — LoRA training orchestration
    • AI Safety Agent — alignment & red-team scanning
    • Vector DB Agent — manage Chroma / Pinecone / Qdrant
    NEW
    v2.0.1
    India Stack
    src/india/
    • GST Compliance — filing, reconciliation, HSN codes
    • ABDM Agent — health ID & consent manager APIs
    • UPI Agent — payment flows & VPA validation
    • DigiLocker Agent — document fetch & verification
    • IndieHacker Agent — Indian startup stack guidance
    NEW
    v2.0.1
    Domain Engineering
    src/domain/
    • Web Scraping — Playwright / BeautifulSoup pipelines
    • Data Pipeline — Airflow / Prefect DAG generation
    • Realtime Agent — WebSocket & SSE stream design
    • Mobile Agent — React Native & Flutter scaffolding
    • Browser Automation — Playwright test generation
    • GraphQL Agent — schema & resolver authoring
    • CLI Tool Agent — Click / Typer CLI scaffolding
    • Embedded Agent — MicroPython & C++ for IoT
    NEW
    v2.0.1
    Business Agents
    src/business/
    • Analytics Agent — funnel & cohort analysis queries
    • A/B Testing — experiment design & significance
    • Monetization — pricing strategy & revenue models
    • SEO Agent — on-page & technical SEO audits
    • Postmortem — incident timeline & action items
    • Sprint Planner — velocity-aware sprint planning
    NEW
    v2.0.1
    Infra Agents
    src/infra/
    • Load Testing — k6 / Locust test generation
    • Feature Flag — LaunchDarkly / Unleash integration
    • Disaster Recovery — RTO/RPO runbook generation
    • FinOps Agent — cloud cost analysis & rightsizing
    • Secrets Management — Vault / AWS Secrets audit
    • Edge Agent — Cloudflare Workers & CDN design
    NEW
    v2.0.1
    Emerging Tech
    src/emerging/
    • Robotics Agent — ROS2 node & launch file generation
    • Web3 Agent — Solidity contracts & audit guidance
    • Federated Learning — FL training & aggregation design
    • Quantum Ready — Qiskit circuit scaffolding & QML

    Add TIMPS Swarm to GitHub Pages

    Publish this catalog with GitHub Pages, keep the install line front and center, and plug timps-swarm into any coding agent that can call npm-installed tools.

    Deploy from github.com/Sandeeprdy1729/timps-swarm