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/swarm-implement

Implementation phase — turn a validated design into dependency-ordered tickets, then work them as one of N parallel agents with atomic claims, model tiering, and tests-in-ticket definition of done. Use to plan tickets from a design, pick up/continue implementation work,

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anmarhani-swarmvault
515 skills
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$ npx -y skills add AnmarHani/SwarmVault --skill swarm-implement --agent claude-code

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How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/swarm-implement

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The summary Claude sees to decide when to auto-load this skill.

Implementation phase — turn a validated design into dependency-ordered tickets, then work them as one of N parallel agents with atomic claims, model tiering, and tests-in-ticket definition of done. Use to plan tickets from a design, pick up/continue implementation work,

SKILL.md

swarm-implement.SKILL.md
name: swarm-implement
description: Implementation phase — turn a validated design into dependency-ordered tickets, then work them as one of N parallel agents with atomic claims, model tiering, and tests-in-ticket definition of done. Use to plan tickets from a design, pick up/continue implementation work, coordinate parallel agents, or check what to build next.

swarm-implement — implementation phase

Two roles. Check flow-state: no tickets yet → you're the **planner**; tickets exist → you're a **worker**.

Planner (strong model, once per milestone batch)

**Gate:** validated design. Read `docs/design.md` and the milestone's FR specs.

1. Emit tickets to `30 Plans/<P>/tickets/TK-NNN-<slug>.md` (template: `90 Templates/ticket.md`, machine lane): FR-ID trace, `requires:` edges (tracer-bullet order: thinnest end-to-end slice first), suggested `tier` (size) and `kind` (`design`/`planning`/`coding`/`review`/`docs` — lets orchestration route the right model), DoD checklist, and CONTEXT — the exact notes/design sections a worker needs (nothing more). **Also name the layers.** `requires:` orders tickets that exist; it cannot say whether the thing being ordered exists at all. Two tickets were once written as if a persistence layer were there — the engine belonged to one ticket, the tables to another, and the carrier between them to nobody, so both DoDs were unreachable as written and the gap was findable only by grepping for a repository and finding none. So every ticket carries:

  • `provides:` — the layers this ticket makes exist (`ledger repository`, `recurrence tables`)
  • `needs:` — the layers it builds on, in the same words

Every `needs:` must match some ticket's `provides:`. `board` prints a **PLANNING GAPS** section and `doctor` fails the `ticket coverage` check when one does not, when a `requires:` names a ticket that was never written, or when two tickets claim the same layer. Run `doctor` before you hand the batch to workers — the gap is cheap now and a stalled worker later. 2. Ask the user ONCE (skip in auto mode if already answered at SRS validation): parallelism appetite, and is a browser/test environment available for UI verification? 3. Update flow-state (`phase: implement`, ticket count) — J1: state first, work second.

**Model tiers:** `top` — architecture-touching, complex logic, tricky concurrency; `mid` — standard features, refactors; `small` — boilerplate, docs, simple UI. Workers on the wrong tier for a ticket should say so rather than proceed on hard tickets.

Worker loop (any agent, any platform, N in parallel)

1. **Pick:** next `status: open` ticket whose `requires:` are all `done` (`swarmvault.py query --project P --type ticket`). If orchestration is on, check `board --project P` first: a ticket listed **for this session** was routed to you by fit — take that one, on the model shown beside it (switch model if your platform lets you; say which model you want if it doesn't). Don't spawn an agent for work already routed here. 2. **Claim:** `swarmvault.py claim TK-NNN --project P --agent <you>` — claim won = yours; lost = pick another. Claims stale past the TTL: `--break-stale` (it logs the takeover). 3. **Read only the ticket's CONTEXT** — not the whole vault (token economy). 4. **Implement** to the DoD:

  • Acceptance criteria of the FR demonstrably met — no feature is complete until it

fulfills its requirement.

  • Unit tests per function: happy path + edge cases + exception paths.
  • UI work: verify in the real browser/app when the env allows (Playwright); else mark

the ticket `needs-ui-verify` honestly.

  • **Craft — write it for the next human** (a future teammate or agent):
  • *Simple:* the least code that does the job; delete before you add; no speculative

generality. YAGNI outranks every principle below it.

  • *Reusable:* search first — call an existing function instead of a near-duplicate. Two

occurrences are a coincidence, the third is a pattern; abstract only when the copies change together.

  • *Readable:* intention-revealing names, functions that do one nameable thing, early

returns over deep nesting, match the file's existing idiom and vocabulary.

  • *Maintainable:* obvious data flow, no hidden globals/side effects, deep modules behind

simple interfaces.

  • *Errors:* never swallow one. Catch only what you can actually handle, fail loudly with

context (what was attempted, with what input), propagate the rest.

  • *Tests assert behavior, not implementation* — if a pure refactor breaks a test, the test

was wrong. Happy path + boundaries + empty + failure, every time.

  • *Comment sparingly:* the code shows *what*; comments/docstrings only capture *why* —

a constraint, a tradeoff, a non-obvious edge — never narrate lines. But "clean code needs no comments" is not the rule: an unexplained business rule is a defect too. Delete commented-out code.

  • **Don't follow a rule into a worse codebase.** Fragmented functions, one-implementation

abstractions, patterns where a function would do, and SRP shrapnel are the documented failure modes of clean code applied without judgment — the next human's comprehension wins over any rule. Depth, the smell scan, and the tie-breakers: `references/clean-code.md`.

  • *Text a user will read* (UI strings, error copy, CLI output, README, release notes) is

not code: route it through **swarm-write** and the project's `voice.md`. Placeholder copy shipped as final is a defect.

  • Deep reasoning that would bloat comments → code-note in

`10 Projects/<P>/code-notes/` + one pointer line in the file header.

  • Commit: Conventional Commits with the FR in scope — `feat(FR-12): …`.

5. **Checkpoint as you go (J1):** significant progress or a blocker → `swarmvault.py checkpoint --project P --ticket TK

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Ships withanmarhani-swarmvault

Your AI agents don't synchronise. SwarmVault does. One shared memory for Claude Code, Codex, and any other CLI agent. Real software engineering: requirements → design → tickets → review. 14 skills, the best of everything combined.

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Repo: AnmarHani/SwarmVault

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