Agentic Loop
Lightweight Loop Engineering orchestrator — self-hosted agent loops with tools, state memory, sub-agents, /goal, and scheduled automations.
Fork-friendly (MIT). See docs/architecture.md and docs/extending.md.
Install from PyPI
pip install agentic-loop
pip install "agentic-loop[webhook]" # FastAPI server example
pip install "agentic-loop[mcp]" # MCP connector
See docs/publishing.md for maintainers.
Quick Start (development)
python -m venv .venv
.\.venv\Scripts\python.exe -m pip install -e ".[dev]"
copy .env.example .env # set OPENAI_API_KEY + DMXAPI base URL
agentic-loop run "Summarize README" --dry-run
agentic-loop loop --every 5m "Triage issues" --once --dry-run
agentic-loop goal "tests pass" "Fix tests" --dry-run
agentic-loop state show
Example project: examples/daily-triage
Commands
| Command | Purpose |
|---|---|
run |
Single agent loop with tools |
loop --every 5m |
Automation (Addy: Automations) |
goal "condition" "prompt" |
Run until evaluator confirms goal |
state show |
Persistent memory (state.json + triage) |
Common flags: --cwd, --max-turns, --skill, --agent, --allow-bash, --dry-run, --no-stream, --json
Loop Engineering modules
| Module | CLI / path |
|---|---|
| Memory | state show → .agentic-loop/state.json |
| Skills | --skill name → skills/*/SKILL.md |
| Sub-agents | --agent name → .agentic-loop/agents/*.toml |
| Goal | goal + EVALUATOR_MODEL |
| Automations | loop --every |
Run logs: .agentic-loop/runs/<run_id>.jsonl
Development
pytest tests/ -q
License
MIT — see LICENSE.
1 maintainer
Metadata
1 maintainer
Release files for agentic-loop 0.3.0
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