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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.

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.

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