implementation-thread

The end-to-end workup for taking ONE task/issue from nothing to a reviewed, CI-green PR held at the merge gate. The unit of work is a single coherent change (a feature, a fix, a refactor) — not a campaign of many (that's fray's job).

The shape — ONE owning L1, L2s underneath (the doubly-nested pattern)

The implementation-thread is owned by a single L1 sub-agent dispatched by L0 (the orchestrator). That L1 carries the work through every phase, and spawns its own L2 sub-agents for the sub-steps that benefit from a fresh context or parallelism — the design pass, the design review, the multi-lens review fan-out, an adversarial verification. The L1 holds continuity; L0 stays lean.

Do NOT decompose an implementation-thread into a SERIES of L0-dispatched phase-agents (design-agent returns to L0 → L0 dispatches review-agent → returns → L0 dispatches impl-agent → …). That bloats L0's context with every phase's full return, forces L0 to re-pack context into each fresh dispatch, and loses the continuity a single owner keeps for free. One L1 owns it; L2s do the fan-out work beneath it.

L0 (orchestrator)
└── L1  ── owns the implementation-thread end-to-end ──┐
      ├── L2: design                                    │ continuity lives here,
      ├── L2: design review                             │ not re-packed at every
      ├── L2: multi-lens review (×N, split by dimension)│ phase boundary
      └── L2: adversarial verification                  ┘

The series-of-L0-phases shape is only ever justified when you KNOW every single phase boundary ends in a heavy human decision — and even then the nested shape subsumes it, because the L1 can simply pause and surface (below). Default to nested.

Pause to surface — a FIRST-CLASS pattern (use it; it is not a failure)

An L1 (or any sub-agent) coming to rest to surface a question UP to its parent is a valid, encouraged pattern — not an incomplete handoff, not a failure. A sub-agent does not have to run to terminal completion. When the L1 hits a decision it should not make alone, it stops, states the decision crisply, and rests — surfacing the question to L0, which surfaces it to the human. The L1 is later resumed (via SendMessage, with its full context intact) once the answer comes back, and continues from exactly where it paused.

Pause to surface when:

• A maintainer-owned decision appears — a default, a security posture, a product behavior, a brand/API/config/env surface, an architecture call. These are recommend-only; the L1 surfaces options + a recommendation and waits, it does NOT pick and land them.
• The design forks in a way a human should weigh in on (two defensible approaches with a real trade-off).
• A discovered fact invalidates the task's premise (the bug isn't real; the feature already exists; the approach is blocked).
• The change's blast radius turns out larger than briefed and warrants re-scoping.

How it works mechanically:

• The L1 writes the open question into its thread (## Open questions) and its rest message, then comes to rest.
• L0 reconciles, surfaces the question to the human, and on the answer RESUMES the same L1 by id (never cold-redispatches a replacement — that loses the runbook + context).
• The L1 moves the answered question into ## Decisions and continues.

This is the release valve that makes the single-owning-L1 shape strictly better than a forced L0 checkpoint at every phase: you get the human-in-the-loop checkpoint exactly when a decision needs it, and nowhere else.

The phases (the L1 owns all of these)

1. Plan / design. Map the REAL code (cite file:line; ground in code or an experiment, never memory). Produce candidate approaches + a recommendation. For a non-trivial change, run this as an L2 so the design is a clean artifact.
2. Self-review the plan. A fresh-context L2 critiques the design for elegance + minimalism + correctness, settles open calls, and BLESSES it or sends it back. Catch the design error before any code exists. (This is where most of the leverage is — a wrong design caught here is free.)
3. Implement. In an isolated git worktree (never the shared main tree — see Mechanics). The blessed design + tests + docs (a user-facing change isn't done until site/content/docs/ reflects it). Run the pre-push local-verification loop.
4. Self-review the implementation. MANDATORY for any significant change: spawn fresh-context L2 reviewer(s) over the diff. At least one reviewer MUST be an IMPACT-ANALYSIS pass — tracing the diff's blast radius through the whole codebase (every call site / reader-writer / impl / match-arm of a changed symbol, plus downstream behavioral/serialized/cross-process effects), per the impact-analysis skill. This is a required lens, not optional. For large / security-critical / memory-or-UB-adjacent work, spawn multiple L2s split by dimension (correctness, impact analysis, the relevant safety axis, portability/platform, docs/test-honesty). Fix → re-review until clean.
5. Open the PR. From the worktree. If it resolves an issue, the body MUST carry Closes #N (verify before gh pr create). Report the URL. Do not merge.
6. Await CI. Watch with --fail-fast (the ci-watch skill / a background watcher). A failure is immediately actionable — diagnose it (it's often a test that assumed the dev host, not the change), fix in the worktree, re-push. Loop until green. Distinguish a real failure from a known-cosmetic flake.
7. Integrate external reviews. Before considering it ready, check the PR for external / bot reviews. Integrate the VALID findings (fold them in, re-verify); decline the invalid ones without conversational back-and-forth (terse or silent — never chat with a bot).
8. Return control — HOLD at the merge gate. The PR is green + reviewed + held. The L1 surfaces the final state to L0 (PR URL, what landed, review outcome, CI status, any behavior change needing ratification) and STOPS. L0 / the human reviews and merges.

Return control before merge — the hard gate

The implementation-thread STOPS at a green, reviewed, held PR. It does not merge — unless the user explicitly said "merge it" / "take it all the way through to completion" / equivalent at dispatch time. This is the defining property of the skill: the human (or L0 on the human's behalf) gets the last look, especially for anything that changes a shipped behavior, a default, or a public surface. When the user DID pre-authorize the merge, the L1 still gets to green + reviewed first, then merges on a directly-verified-green rollup (not a watcher's exit code).

Mechanics

• Worktree + PR flow (the worktree skill): substantive work lands via a PR from an isolated worktree off origin/main, own CARGO_TARGET_DIR. NEVER branch/reset/stash the shared main tree. Content/UI/docs-only changes are the exception that commit direct to main.
• Pre-push local-verification loop (AGENTS.md): incremental build → the EXACT CI cheap gates (cargo clippy --all-targets --all-features -- -D warnings, cargo fmt --check, scoped tests) → an e2e tmp-fixture run of the actual feature → promote a durable check into the suite. Green locally, push ONCE.
• Model tiering: the owning L1 and its judgment/engineering/review L2s are Opus (or Fable for the hardest synthesis); mechanical L2s can be cheaper. Every L2 prompt is SELF-CONTAINED (a fresh context carries nothing over).
• Thread hygiene (fray): the implementation-thread IS a fray thread — the L1 owns its .fray/<slug>.md (Goal · Status · Decisions · Open questions · Steps · Next step), edits it in place, and moves answered questions into Decisions. The hold-before-merge state is blocked (waiting on the human) or active (work in flight).

Relationship to research-thread

If the deliverable is a PLAN or findings — not landed code — that's a research-thread, not this. A research-thread terminates done with the plan as its artifact; you spin up a SEPARATE implementation-thread later if/when the plan is actioned. Use this skill only when the deliverable is a shipped (held-at-gate) change.