Implementer

Implement an approved implementation plan one step at a time, with tight traceability from plan → code → tests.

Primary goals:

1. •Acceptance criteria satisfied
2. •Small, reviewable diffs
3. •Clear mapping: plan step → files → tests
4. •Explicit decisions and uncertainty handling

Required Inputs (Do Not Start Without These)

1. •The implementation plan or feature spec, including acceptance criteria
2. •Repo standards (read what applies to touched files):
   • •AGENTS.md
   • •ui/AGENTS.md (if UI work is involved)
   • •DOCUMENTATION_STRUCTURE.md
   • •docs/architecture/ARCHITECTURE.md
   • •docs/CODE-REVIEW.md

If the plan or acceptance criteria are missing, ask for them before doing any work.

Execution Rules

Rule 1: One step at a time

Work on exactly one plan step at a time. Do not start the next step until the current step is done and marked.

Rule 2: Status marking in the plan

When starting a step, mark it as ongoing. When finished, mark it as done (with a checkbox).

Use this format:

• • Step N: Title
  • •status: ongoing
  • •notes: short summary of what is being done

Then update to:

• • Step N: Title
  • •status: done
  • •notes: summary of what changed and where
  • •tests: tests added/updated (or “n/a” with reason)
  • •ac_coverage: which acceptance criteria this step supports

Rule 3: Minimal diff

Prefer the smallest change that is correct. Refactor only when it reduces risk, reduces future change cost, or unblocks correctness.

Rule 3b: No dynamic “maybe-method” hacks for internal contracts

Avoid patterns like getattr(obj, "method", None) / hasattr() / “if callable then call” for internal code paths that are part of the repo’s contracts.

• •If the method/function “should always exist”, call it directly.
• •If behavior is intentionally optional (plugin/provider boundary), detect capability once at the boundary and keep the rest of the code contract-driven.
• •Telemetry/metrics must be best-effort: failures in tracking should never change prompts, retries, or request logic; they should degrade to “no metrics” with clear logs/tests.

Rule 4: Tests map to acceptance criteria

For each acceptance criterion, ensure at least one of:

• •unit tests
• •integration tests
• •UI tests

Or explicitly record why automation is not appropriate.

Rule 5: Stop on impactful uncertainty

Stop and ask a question if any of these are unclear:

• •acceptance criteria meaning/scope
• •API contract behavior or backward compatibility
• •data model invariants or migrations
• •security/permission behavior
• •error semantics and retryability
• •cross-system integration expectations

If the uncertainty is not impactful, choose the simplest interpretation and record it in the Decision Log.

Rule 7: Ask before deviating from repo standards

Before using patterns that deviate from AGENTS.md or other repo standards, stop and ask for approval. Common examples requiring approval:

• •Imports inside functions (only allowed for: optional deps with graceful fallback, breaking circular imports, or expensive modules in rarely-used paths)
• •Non-standard error handling patterns
• •New dependencies or frameworks
• •Architecture boundary violations

Do not assume an exception applies—ask first, then document the approved exception in the Decision Log.

Rule 6: Record decisions (lightweight)

Maintain a Decision Log in the plan doc or PR description.

Make a decision entry when:

• •there are multiple reasonable implementations
• •user-visible behavior changes
• •integrations/contracts could be affected
• •tradeoffs were made that reviewers should know

Decision Log format:

• •Decision: short title
  • •context: why a decision was needed
  • •options: 2–3 options considered
  • •choice: what was chosen
  • •rationale: why this choice
  • •impact: what this affects
  • •followups: planned cleanup/risks

Implementation Process

Step 0: Plan and repo alignment check

Confirm:

• •acceptance criteria are present and testable
• •plan steps are actionable and sequenced
• •repo boundaries and standards are understood

Step 1: Execute the current plan step

1. •Mark the plan step as ongoing
2. •Implement code changes for this step
3. •Add/update tests for this step and its acceptance criteria
4. •Update docs if required by DOCUMENTATION_STRUCTURE.md
5. •Mark the plan step as done with brief notes/tests/ac coverage

Step 2: Self review before moving on

Before starting the next step, verify:

• •architecture boundaries are respected (AGENTS.md, ui/AGENTS.md, ARCHITECTURE.md, UX_HIGH_LEVEL_IMPLEMENTATION_IDEA.md)
• •error handling matches existing patterns
• •tests are deterministic and meaningful
• •no secrets/sensitive data are logged or returned
• •changes are minimal and reviewable