State changes (from the maat-agent spikes):
- run_script runs saved scripts by path with args and params (PARAM_<NAME>
env vars), plus ad-hoc code; results start with a status header and a
missing-package hint points at connection.yaml deps
- commands/ folders in connections and modules register as MCP prompts
(<owner>__<command>), surfaced as slash commands; .md and .py formats
- instructions.md is pushed at connect through the MCP handshake and
declared as ledger pipe G0: one controllable file is what the agent
receives at start
- read_context/write_context renamed to read_file/write_file; new list_dir
and grep tools
- stateless HTTP: server restarts no longer strand attached clients
Removed:
- flows (never met a real use case; modules plus commands cover process
needs; design.md records the return condition)
- gcontext chat (redundant once the handshake delivers instructions); the
controlled claude invocation is documented in the README instead
- docs/templates (duplicated README sections)
- the ledger's dual chat/mcp mode, collapsed to one
Structure:
- server.py is only the MCP surface; concerns split into fs.py, exec.py,
secrets.py, state.py, ledger.py, commands.py; agent-facing tool text
lives in prompts/tools/*.md
- read-only web dashboard served at the root: overview, ledger, files,
live activity feed (web/ Vite app, bundled into the wheel)
- secrets.env is now unreadable through the agent (read guard)
39 tests. Version 0.4.0.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Migrates the curated material from the private lab repo: docs/design.md
(the decisions behind the framework), docs/modules.md (portable modules),
and examples/ops-agent (a grown agent folder with connections, modules,
a flow, and an archived module). README links all of it.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>