- Role
- Turned repeated agent work into reviewable rules, command boundaries, and verification loops.
- Outcome
- Coding-agent changes became easier to constrain, inspect, and ship safely.
- Evidence
- Connected to yieldOS and daily repository work.
- Context
- Agents need boundaries before they edit, install, or commit.
- Built
- Repo instructions, task plans, command limits, verification checklists.
- Stack
- Codex and Claude-style rules, hooks, policies, CI-shaped checks.
- Proof
- Connected to yieldOS and daily repo work.
case notes
A bounded product surface.
Each experiment is useful because it makes a constraint concrete: device limits, operator visibility, answer-engine ambiguity, or agent review.
InstructionsTool limitsVerificationReview statesPolicies
system notes
- What: A practical operating loop for coding agents.
- Shape: Plan, execute, verify, review, publish.
- Proof: Rules extracted from real agent work.