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The agentic loop that gives an app an embodied AI presence. Install embodiment in an app or wrap one, supply a model seam plus IO callbacks, and it drives the perceive-decide-act loop and the presence pump - extracted from colleague so the loop is written once and imported, not reimplemented per host.

Project description

embodiment

The agentic loop that gives an app an embodied AI presence. Install embodiment in an app or wrap one, supply a model seam plus IO callbacks, and it drives the perceive-decide-act loop and the presence pump - extracted from colleague so the loop is written once and imported, not reimplemented per host.

What you get

  • An agent-first CLI cited from teken (afi-cli) — the runtime package has no third-party dependencies.
  • A mesh identityculture.yaml (suffix + backend) and the matching resident prompt file (AGENTS.colleague.md, since this template runs backend: colleague).
  • The canonical guildmaster skill kit (11 skills) under .claude/skills/, vendored cite-don't-import. See docs/skill-sources.md.
  • A build + deploy baseline — pytest, lint, the agent-first rubric gate, and PyPI Trusted Publishing wired into GitHub Actions.

Quickstart

uv sync
uv run pytest -n auto                 # run the test suite
uv run embodiment whoami  # identity from culture.yaml
uv run embodiment learn   # self-teaching prompt (add --json)
uv run teken cli doctor . --strict    # the agent-first rubric gate CI runs

CLI

Verb What it does
whoami Report this agent's nick, version, backend, and model from culture.yaml.
learn Print a structured self-teaching prompt.
explain <path> Markdown docs for any noun/verb path.
overview Read-only descriptive snapshot of the agent.
doctor Check the agent-identity invariants (prompt-file-present, backend-consistency).
cli overview Describe the CLI surface itself.

Every command supports --json. Results go to stdout, errors/diagnostics to stderr (never mixed). Exit codes: 0 success, 1 user error, 2 environment error, 3+ reserved.

Make it your own

  1. Rename the package embodiment/ and the embodiment CLI/dist name throughout pyproject.toml, the package, tests/, sonar-project.properties, and this README.md. The name is hard-coded in ~100 places, so list every occurrence first — see the git grep discovery command in CLAUDE.md, the authoritative rename procedure.
  2. Edit culture.yaml with your suffix and backend.
  3. Rewrite CLAUDE.md for your agent and run /init.
  4. Re-vendor only the skills you need from guildmaster (see docs/skill-sources.md).

See CLAUDE.md for the full conventions (version-bump-every-PR, the cicd PR lane, deploy setup).

License

Apache 2.0 — see LICENSE.

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