Skip to main content

Agent governance tooling

Project description

Bounded Agent Framework

This repository defines a repo-local, enforceable framework for using AI sub-agents as bounded workers.

This is not an application. This is not an orchestration service. This is not an autonomy experiment.

This is infrastructure.


What this system is

  • Agents are roles defined in Markdown
  • Agents are instantiated per model call
  • Nothing is persistent
  • Nothing runs automatically
  • Nothing is trusted without artifacts

The framework exists to:

  • force correct task decomposition
  • prevent scope creep
  • require evidence for completion
  • make agent behavior reproducible and auditable

Core invariants

  1. Repo-local

    • All agent rules, schemas, and tools live in the repo
    • No systemwide installs
    • No hidden dependencies
  2. Separation of concerns

    • Agent roles (Markdown) change frequently
    • Schemas change occasionally
    • Tooling changes rarely
  3. Artifacts over prose

    • Diffs, logs, commands, tests are required
    • Narrative text is secondary
  4. Orchestrator ≠ implementer

    • Orchestrator plans and validates
    • Workers produce changes
    • Single-writer rule per scope
  5. No schema, no run

    • Tasks and outputs must validate
    • Invalid packets are rejected

Repository layout (expected)

agents/ roles/ contracts/ checklists/ tools/ logs/ reports/ adr/


Usage summary

  1. Create a task packet (YAML)
  2. Validate it against schema
  3. Run the agent with role + task
  4. Collect output packet + artifacts
  5. Validate output
  6. Gate before merge

Tooling baseline: use agent-governance>=1.0.0.

Repo introspection

agentctl init scans the current repo to generate a policy overlay plus an evidence-backed report. It never edits repo files unless --write is set, and it never calls an LLM.

Bootstrap policy block

Use agentctl bootstrap to author or update the AGENTS.md policy block from the canonical role registry. It is preview-only unless --write is provided.

What it never does:

  • no network access
  • no repo mutation (except writing the three outputs when --write is set)
  • no heuristic guesses without a cited file + line range

Outputs (when --write):

  • .agents/generated/AGENTS.repo.overlay.yaml
  • .agents/generated/init_report.md
  • .agents/generated/init_facts.json

At runtime, the orchestrator merges the overlay with the base policy to add repo-specific verify commands and risk paths before dispatching work. This lets one global role set adapt to local tooling without changing the core policy.

Deterministic + auditable:

  • each detected fact includes a source file and line range
  • output ordering is stable for diff-friendly review
  • dry-runs show planned writes without touching disk

Update checks

The CLI can optionally warn if a newer agent_governance version exists. Defaults: once per 24h, skipped in CI, and never blocks command execution.

Disable with --update-check=off or AGENT_UPDATE_CHECK=off. Repos may set update_check: off in agents/repo_profile.yaml to fully disable network use.

This system replaces trust with structure.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

agent_governance-1.0.1.tar.gz (25.9 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

agent_governance-1.0.1-py3-none-any.whl (21.8 kB view details)

Uploaded Python 3

File details

Details for the file agent_governance-1.0.1.tar.gz.

File metadata

  • Download URL: agent_governance-1.0.1.tar.gz
  • Upload date:
  • Size: 25.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.11.0

File hashes

Hashes for agent_governance-1.0.1.tar.gz
Algorithm Hash digest
SHA256 2bcb837dac7305f31304bb0df5b9bf78f15fb4d5b5d910a564e498cfa124f482
MD5 131772ba6590099733ab580a3ea528c9
BLAKE2b-256 467f5c9a5f9f0cc00e6426160f08d59debe9ddd7ad4304ac33878d97fe0b9cfb

See more details on using hashes here.

File details

Details for the file agent_governance-1.0.1-py3-none-any.whl.

File metadata

File hashes

Hashes for agent_governance-1.0.1-py3-none-any.whl
Algorithm Hash digest
SHA256 481a2e227427b9437007ae074955ec1fed6de99f45bb7132546f354f31811ee1
MD5 28e9afd0efb1290d6917acf96f17edc8
BLAKE2b-256 f5dc0f484ae69245460ff58d42bd294a659a15b0955df688aad4e22351161cee

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page