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Workshop and scaffolding CLI for practical AI efficiency: learn core AI concepts, build your first agents, create useful CLIs, and adopt agent-first development patterns

Project description

culture-guide

Workshop and scaffolding CLI for practical AI efficiency: learn core AI concepts, build your first agents, create useful CLIs, and adopt agent-first development patterns

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 prompt file for that backend (this repo ships backend: colleagueAGENTS.colleague.md; claudeCLAUDE.md, acpAGENTS.md, geminiGEMINI.md).
  • 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.
  • The named paradigmdocs/culture.md names the culture every cloned agent inherits (agent-first CLI, cite-don't-import, learn→teach, the all-backends rule, converge-don't-vibe, …) and cites where each tenet is enforced. Addressable from the CLI: culture-guide explain culture.

Quickstart

uv sync
uv run pytest -n auto                 # run the test suite
uv run culture-guide whoami            # identity from culture.yaml
uv run culture-guide 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 culture_guide/ and the culture-guide 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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