implement

name	implement
description	Orchestrates implementation work through agent delegation and batch execution against authority refs. Use for all implementation work — features, bug fixes, refactors, and code changes. Picks the next ref from loaf issue frontier (linear:, branch:, or pr:), delegates one agent per started worktree, and treats definition-of-done criteria as the completion contract. Logs to the project journal and produces agent spawn plans and progress tracking. Not for shaping or decomposition (use shape), research, or review.
subtask	false
version	0.3.1

Implement

You are the coordinator. Work units are provider-qualified authority refs.

Contents

• Critical Rules
• Verification
• Quick Reference
• Step 0: Context Check
• Input Detection
• Pick-up and Dispatch
• Agent Spawning
• Journal First
• Guardrails
• Decision Tree
• Startup Checklist
• Then Execute
• Topics
• Related Skills

Input: $ARGUMENTS

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Critical Rules

You are the ORCHESTRATOR, not the implementer.

• Log loaf journal log "skill(implement): linear:ENG-42 — <what>" as the first action. Substitute the real authority ref (linear:, branch:, or pr:) and a short intent.
• Pick-up-next is loaf issue frontier. That view lists authority refs (linear:, branch:, pr:) that are open (triage / backlog / todo), unblocked, and unclaimed (not active, no started worktree). Derived at read time.
• The delegation brief is the work contract — loaf issue show <ref> / loaf issue render <ref>: body, definition-of-done criteria, children. Address the contract as linear:<KEY>, branch:<name>, or pr:<number>. There is no other packet.
• One agent, one worktree. Worktree start in v1 is loaf issue start branch:<name>. Contract show/check/verify/render/status take the authority ref (linear:, branch:, or pr:). Before dispatch, run loaf issue list --started. Never send two agents into the same worktree. Do not start a second workspace on an occupied path.
• Definition of done is the completion contract. loaf issue verify <ref> runs V-tier criteria from the repository root and writes nothing. H-tier is reviewed by a human or this orchestrator. Completion is the work landing plus loaf issue status <ref> done. Do not flip checkboxes. Provenance is the delivering commits and the PR whose body is loaf issue render <ref>.
• Shape prepares contracts. If loaf issue check <ref> does not report the delivery contract shaped (or the ledger decision ready), stop and send the work to shape. Do not mint an internal issue row from this skill.
• Window-fit is a runtime heuristic, not a tree edge. Shape sizes slices for verification and revertibility alone. When an executor slice still exceeds one fresh context window, implement sub-decomposes for execution — via handoffs, scratchpad, and agent spawns — without minting child contracts. That carving never appears in the contract tree.

Orchestrator Can Do Directly

• Log journal entries, read journal context, create council files
• Use your harness's todo tracking surface; route Linear reads, comments, and mutations through the linear skill, which preserves the Loaf issue authority boundary
• Read any file for context
• Ask clarifying questions
• Run loaf issue read commands, loaf issue start / stop, loaf issue status, and open a PR whose body is loaf issue render output

Orchestrator MUST Delegate (via agent spawn)

ALL code changes, documentation edits, and implementation work to specialized agents. No exceptions, even for "trivial" 1-line fixes. Spawn each agent into the shippable root's started worktree.

Verification

• The invocation is logged to the project journal before implementation work begins — no session start step, no "active session" precondition
• All code changes delegated via your harness's agent-spawn mechanism -- no direct edits by orchestrator
• The journal is continuously updated with spawns, progress, and decisions as work happens
• Each shippable root has exactly one started worktree; loaf issue list --started was checked before every spawn. Children of that root share it and run one agent at a time.
• V-tier criteria pass loaf issue verify <ref> (writes nothing); H-tier criteria were reviewed by a human or this orchestrator
• The PR body is loaf issue render <ref> with no manual editing; checkboxes stay unchecked until status is done
• Completion is landing plus loaf issue status <ref> done (usually via ship)

Quick Reference

Work Type	Profile	Skills to Load
Python/FastAPI/Rails/Ruby/Go backend	implementer	Language skill + relevant domain skills
Next.js/React/Tailwind frontend	implementer	typescript-development + interface-design
Schema/migrations/SQL	implementer	database-design + language skill
Docker/K8s/CI/CD/Terraform	implementer	infrastructure-management
Tests/security audits	implementer	foundations + language skill
UI/UX design review	reviewer	interface-design
Code review/audit	reviewer	relevant domain skills
Research/comparison	researcher	relevant domain skills

Moment	Command
Pick next	loaf issue frontier
Brief	loaf issue show <ref> / loaf issue render <ref>
Claim workspace	loaf issue start <ref>
Occupied trees	loaf issue list --started
V-tier gate	loaf issue verify <ref>
Landed	loaf issue status <ref> done

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Step 0: Context Check

Before starting, evaluate context suitability.

Trigger	Action
New command/skill added this conversation	Restart required (skills loaded at start)
Conversation > 30 exchanges	Suggest restart
Just completed a different issue	Suggest clear
About to start multi-file implementation	Check depth

If restart needed: log current state with loaf journal log, then ask the user to restart. A supported startup adapter may reconstruct continuity from the journal in the next conversation; when the exact current target mode is candidate or unsupported, explicitly run loaf journal context after restarting.

Input Detection

Parse $ARGUMENTS to determine the work:

Input Pattern	Type	Action
linear:<KEY>, branch:<name>, or pr:<N>	Single contract	Load via loaf issue show <ref>; fall through to Pick-up and Dispatch
Parent ref with children	Tree	loaf issue tree <ref>; build rounds from children and blocks / blocked_by edges (see batch-orchestration.md)
Multiple refs	Batch	Same round construction across the named set
Empty / "next"	Frontier	loaf issue frontier; if one row, pick it; if several, ask (structured question tool if the harness has one); if none, stop
Description text	Ad-hoc	Match frontier by title. Do not mint. If nothing matches, stop and send to shape
Decision kind	Question	Not implementation. Surface the question; do not loaf issue start unless the user points at a delivery issue that records the decided answer

Missing ref

If input looks like an authority ref but loaf issue show cannot resolve it:

1. Show error: "<ref> not found"
2. Ask whether they meant a different ref, or to shape a new contract
3. Do not silently create

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Pick-up and Dispatch

1. Confirm the contract is implementable. loaf issue check <ref> must report a delivery contract shaped (or, if the user explicitly asked to resolve a decision issue, that it is ready). Unshaped work goes to shape.
2. Honor the frontier. A ref that is blocked does not appear on loaf issue frontier. loaf issue link A blocks B means A blocks B; B waits until A is done, cancelled, or duplicate. Do not start a blocked successor. Parent/child structure from loaf issue tree is not a sequencing edge — only blocks / blocked_by are. Use the tree to know who belongs in the batch; use the edges to order rounds.
3. The shippable root owns the branch. Related slices toward one goal share the parent's workspace and the PR to main. Dispatch leaf delivery children that are on the frontier, but loaf issue start on a child starts or joins the root — do not mint a branch per child. A parent is not marked done because a child landed; it executes through claimed child criteria.
4. Inspect occupied worktrees:

   loaf issue list --started
   

   Columns: alias, title, started_branch, started_worktree, optional (missing). If this ref is already started, resume in that worktree with one agent. If the path is occupied by another issue, refuse. A (missing) marker means the recorded path is gone — loaf issue stop <ref> (not from inside the tree) before starting again.
5. Start the workspace (skip if already started and the path exists):

   loaf issue start branch:<name>
   

   v1 worktree start accepts branch: refs. For a linear: or pr: contract, start a branch: workspace and keep the authority ref for show/verify/render/status. Start refuses terminal statuses (done, cancelled, duplicate). loaf issue stop branch:<name> removes the worktree and keeps the branch.
6. Hand the agent the brief from loaf issue show <ref> (body, criteria, children) and, when opening a PR, loaf issue render <ref>. Tell the agent to work only in .

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Agent Spawning

Spawn specialized agents with the appropriate profile:

Work Type	Profile	Skills to Load
Python/FastAPI/Rails/Ruby/Go backend	implementer	Language skill + relevant domain skills
Next.js/React/Tailwind frontend	implementer	typescript-development + interface-design
Schema/migrations/SQL	implementer	database-design + language skill
Docker/K8s/CI/CD/Terraform	implementer	infrastructure-management
Tests/security audits	implementer	foundations + language skill
UI/UX design review	reviewer	interface-design
Code review/audit	reviewer	relevant domain skills
Research/comparison	researcher	relevant domain skills

Rules: Be specific in prompts. One concern per agent. Include the issue ref, started_worktree, body, and definition of done. Parallel when independent (separate worktrees), sequential when a blocks edge says so.

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Journal First

There is no session to start — journaling is continuous. Your first action is to log the invocation:

loaf journal log "skill(implement): linear:ENG-42 — <what>"

Entries are project-scoped and tagged with this conversation's harness id automatically. Continuity from prior conversations may arrive through a supported startup adapter; when the exact current target mode is candidate or unsupported, pull it explicitly with loaf journal context. Use loaf journal recent when you need a narrower timeline.

Suggest renaming the harness conversation with a meaningful name derived from the issue (use your harness's rename surface if it has one):

• From ref: linear-ENG-42-login-fix
• From ad-hoc match: {alias}-{short-slug}

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Guardrails

1. Strict delegation -- ALL implementation via your harness's agent-spawn mechanism
2. Keep this conversation lean -- focus on planning, coordination, oversight
3. When uncertain -- convene council, present results, wait for user approval
4. Ensure quality -- spawn implementer for tests, route reviews to reviewer subagents
5. When debugging -- if a test failure or error isn't immediately obvious, load the debugging skill for structured hypothesis tracking before retrying
6. Journal continuously -- log spawns, progress, blockers, and decisions with loaf journal log as they happen
7. Clean up -- no ephemeral files; write an optional wrap entry only when there's synthesis worth saving
8. When in doubt, ask the user
9. Never loaf issue stop from inside the started worktree -- stop does not change status; --force removes a dirty tree
10. Do not tick definition-of-done boxes -- loaf issue verify writes nothing; render checks a box only when status is already done

Decision Tree

Is this a code/config/doc change?
+-- YES -> Spawn appropriate agent into the issue worktree
+-- NO -> Is this a planning/coordination decision?
    +-- YES with clear path -> Proceed, log the decision
    +-- YES but ambiguous -> Ask user
    +-- NO -> Ask user

When multiple valid approaches exist: spawn council (5-7 agents, odd), present results, wait for approval, then spawn implementation.

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Startup Checklist

1. Log the invocation: loaf journal log "skill(implement): linear:ENG-42 — <what>"
2. Parse input (issue ref, parent, set, frontier, or description)
3. Load loaf issue show <ref>; if children, loaf issue tree <ref>
4. loaf issue check <ref> — shaped/ready, or stop and send to shape
5. Confirm the ref is on loaf issue frontier (or already started for resume)
6. loaf issue list --started — one agent per worktree
7. loaf issue start <ref> unless already started
8. Suggest conversation rename (linear:ENG-42-login-fix)
9. Identify specialized agents; log next steps
10. Get user approval before spawning

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Then Execute

BEFORE (Planning)

1. Log the invocation with loaf journal log
2. loaf issue start <ref> (status becomes active through start)
3. Slice work into agent-sized units that still belong to this one issue
4. Identify spawn order (respect blocked_by edges and parent/child rounds)
5. Get user approval

DURING (Execution)

1. Spawn specialized agents into started_worktree via your harness's agent-spawn mechanism
2. Log each spawn with loaf journal log "todo(agent): spawned <agent> for <ref>"
3. Keep journal entries handoff-ready
4. After each agent completes: log outcome, spawn next
5. If Linear participates, follow the Linear skill for server selection and comments; Loaf status stays on loaf issue

AFTER (Completion)

1. Code review pass (spawn reviewer agent)
2. Spawn implementer (with foundations + language skill) for final testing
3. Run loaf issue verify <ref> (V-tier, writes nothing). Review every H-tier row yourself or with the user — a skip from verify is not a pass
4. Open or update the PR with body loaf issue render <ref> — no manual editing. Follow PR format and squash merge conventions in commits reference
5. After the PR is created, use ship to review, verify, land, mark loaf issue status <ref> done, and loaf issue stop <ref>. Use release later when a coherent batch of landed work is ready to publish
6. Write a wrap(scope) journal entry if the work produced synthesis worth saving; otherwise skip it
7. Suggest reflection: Check the journal for extractable learnings before closing out:
   • decision(...) entries are present
   • ADRs or report verdicts were recorded If any signal is present, suggest: "This produced key decisions. Consider running reflect to update strategic docs." If none are present, stay silent.

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Topics

Topic	Reference	Use When
Batch Orchestration	batch-orchestration.md	Running a parent or a set of issue refs with dependency-ready rounds
Branch and Completion	branch-and-completion.md	Team routing, diagrams, exploration, journaling alongside loaf issue start / stop
Working issues locally	../orchestration/references/local-tasks.md	Frontier, started worktrees, status vocabulary, definition of done

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Suggests Next

After the PR exists, suggest ship to land it. Suggest release only when the landed work forms a coherent release batch.

Related Skills

• shape — Issue preparation and decomposition
• linear — Configured MCP selection, Linear workflows, and Loaf issue reconciliation boundaries
• orchestration/journal — Project journal continuity model
• orchestration/local-tasks — Frontier, started worktrees, status, definition of done