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Biblioteka skilli
Programowanie · Automatyzacja

Parallel Execution

/Parallel Execution

Wykorzystuje tryb planowania i zespoły agentów w Claude Code: rozbija funkcję na pliki i prowadzi równoległe potoki.

Repozytorium
forge-plugin ↗
Licencja
MIT
Ostatnia zmiana repozytorium
15.10.2026

Ocena i bezpieczeństwo

90/ 100Klasa: dobry
Format15 / 25
Frontmatter z nazwą i opisem, poprawna nazwa, opis do 1024 znaków, nazwa zgodna z folderem.
Odkrywalność25 / 25
Opis mówi, kiedy użyć skilla, ma sensowną długość i jest w 3. osobie.
Treść35 / 35
Co najmniej 150 słów i do 500 linii, nagłówki, listy kroków, przykłady albo kod.
Higiena15 / 15
Bez zaślepek typu TODO, bez ścieżek Windows, z licencją.
Ryzykobrak sygnałów w skanie
Pliki w paczce
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Przestarzałość

Brak sygnałów. Repozytorium zmienione 15.10.2026, bez odwołań do wycofanych modeli i API.

Licencja

MIT, otwarta: można używać i zmieniać, z zachowaniem informacji o autorze.

Co robi i kiedy

Wykorzystuje tryb planowania i zespoły agentów w Claude Code: rozbija funkcję na pliki i prowadzi równoległe potoki.

Oryginalny opis (EN)

Claude Code's two force-multipliers — Plan Mode (explore → plan → wait-for-approval → execute) and Agent Teams (parallel subagents via the Task tool) — plus the canonical forge agent roster and delegation-routing rules. Use when decomposing a multi-file feature, running multi-dimensional codebase analysis, orchestrating parallel build/test/validate pipelines, or deciding which subagent to delegate a task to.

Jak działa

  1. 1. PLAN MODE
  2. 2. AGENT TEAMS
  3. 3. COMBINED PATTERN
  4. 4. DECISION TREE
  5. 5. AGENT ROUTING GUIDE (source of truth)
  6. Gotchas
Sekcje z nagłówków SKILL.md, w oryginale · 213 linii, 1 418 słów
Podgląd SKILL.md
---
name: Parallel Execution
description: >
  Claude Code's two force-multipliers — Plan Mode (explore → plan → wait-for-approval →
  execute) and Agent Teams (parallel subagents via the Task tool) — plus the canonical
  forge agent roster and delegation-routing rules. Use when decomposing a multi-file
  feature, running multi-dimensional codebase analysis, orchestrating parallel
  build/test/validate pipelines, or deciding which subagent to delegate a task to.
when_to_use: >
  touching 3+ files; "plan this feature"; "analyze the codebase / health check / gap
  analysis"; spawning subagents; "which agent should do X"; parallel build + test;
  running a --fix command; any work with multiple independent dimensions.
allowed-tools: Task, Read, Grep, Glob, Bash
---

# Parallel Execution: Plan Mode + Agent Teams

Two superpowers. **Plan Mode** thinks before it writes. **Agent Teams** fan work out
across parallel subagents. Combine them for complex features. The agent roster and
routing rules in §5 are the source of truth for `Task` delegation — the `subagent_type`
must match a `name:` from that table exactly.

## 1. PLAN MODE

```
Explore (reads only) → Draft plan → Present → Wait for approval → Execute
```

1. **Explore only** — Read, Glob, Grep, read-only Bash. No writes until approved.
2. **Draft a plan** — scope, files affected, approach, boundaries.
3. **Present** — show the plan in chat, ask for approval.
4. **Wait** — do not proceed until the user says "proceed" / "yes" / "looks good".
5. **Execute** — now write, edit, spawn agents.

### Plan document format

```
## Plan: {task name}
**Scope:** what will change
**Files to create / modify / NOT touch:** (the last is a boundary declaration)
**Approach:** brief
**Risks / trade-offs:** if any
Proceed? (yes / modify / cancel)
```

### When to invoke

| Situation | Plan Mode? |
|-----------|-----------|
| Touching 3+ files | Yes |
| A `--fix` command (show what changes before writing) | Yes — always |
| Architectural change | Yes |
| Single-file bug fix / comment / answering a question | No |

### Anti-patterns

- Writing files during Explore.
- Presenting a plan then executing without waiting.
- Skipping the plan for a "quick" task that touches 3+ files.
- Modifying files outside the declared scope.

---

## 2. AGENT TEAMS

### Invocation

```
Task tool:
  subagent_type: "builder"    ← must match a name: in §5 exactly (kebab-case)
  prompt: "Self-contained task. Declare file boundaries. State: no writes / writes X only."
  run_in_background: false     ← true only if you have real work to do while it runs
```

### Pattern A — Fan-Out Analysis (read-only, N dimensions in parallel)

```
Task(detective, "Analyze test coverage in src/. Report gaps only. No writes.")
Task(security,  "Scan src/ for OWASP issues + secrets. Report only. No writes.")
Task(performance,"Profile src/ hotspots. Report only. No writes.")
   ↓ all run concurrently ↓
Aggregate the three reports into one.
```

### Pattern B — Plan-Then-Parallel-Build (non-overlapping write scopes)

```
Approval received
  ├─ Task(builder,  "Implement per spec. Write src/*.ts ONLY. No test files.")
  └─ Task(testing,  "Write tests per spec. Write src/__tests__/*.test.ts ONLY. No source edits.")
       ↓ both complete ↓
  Task(guardian, "Run the quality gate on the completed work.")
```

### Pattern C — Build-Then-Validate (sequential, then parallel validation)

```
Task(builder, "Implement the feature.")
   ↓ completes ↓
  ├─ Task(guardian, "Run tests + type check.")
  └─ Task(security, "Security-scan the diff.")
```

### Design rules

1. **Declare file boundaries in every prompt** — writers must not overlap (see Gotchas).
2. **Parallel = no shared mutable state** — agents may read the same files; each writes
   to a different path.
3. **Self-contained prompts** — the subagent sees none of your conversation history.
4. **Aggregate, don't over-chain** — let independent agents run concurrently, then
   synthesize; only serialize genuine data dependencies.
5. **Wave, don't flood** — the provider throttles beyond ~6 concurrent subagents. Launch
   in waves of ≤6, not fifty at once.

---

## 3. COMBINED PATTERN

```
Plan Mode: explore (reads) → draft plan → present → wait for approval
Agent Teams: fan out parallel agents on the approved plan → aggregate → guardian gate
```

## 4. DECISION TREE

```
3+ files?               → Plan Mode first.
Multiple independent dimensions? → Agent Teams, Fan-Out (Pattern A).
--fix command?          → Plan Mode pre-flight ALWAYS (show changes before writing).
health / gap / analysis?→ Agent Teams, Fan-Out (Pattern A).
feature implementation? → Plan Mode, then Agent Teams (Pattern B).
Otherwise (1 file, no dimensions) → execute directly.
```

---

## 5. AGENT ROUTING GUIDE (source of truth)

The roster is **33 agents**. `subagent_type` must equal a `name:` below verbatim.
Only agents with `Task` in their tools can spawn other agents; the rest are leaf
workers. Four agents (`Read`/`Grep`-only, no `Write`/`Edit`) are **read-only** — never
route code-writing to them.

### Orchestrators (have `Task` — can sub-delegate)

| name | model | Delegate when… | Notes |
|------|-------|----------------|-------|
| planner | opus | A feature needs an architecture + task plan | **read-only** (plans, doesn't write code) |
| builder | sonnet | Ready to write code from an approved plan | can spawn `testing` |
| guardian | sonnet | Implementation done; run quality gates | spawns parallel validators |
| detective | sonnet | Health / gap / architecture analysis | **read-only** |
| orchestrator | opus | Top-level multi-phase session coordination | |
| master-architect | opus | System-level architecture across repos | |
| product-strategist | opus | Product direction / prioritization | |
| revenue-architect | opus | Monetization / pricing / GTM engineering | |
| growth-engine | sonnet | Growth loops, acquisition instrumentation | |
| incident-commander | opus | Live incident triage + coordination | |
| release-sentinel | opus | Pre-release docs/changelog/version audit | |
| devops | sonnet | CI/CD, Docker, infra, monitoring | |
| integration | sonnet | 3rd-party services, webhooks, OAuth | |
| qa-sentinel | sonnet | End-to-end QA orchestration | |
| dx-engineer | sonnet | Developer-experience tooling | |
| design-vanguard | opus | High-craft visual/UX design | |
| nxtg-ceo-loop | opus | CRITICAL strategic pivot only (else it decides autonomously) | |

### Leaf workers (no `Task` — cannot sub-delegate)

| name | model | Delegate when… |
|------|-------|----------------|
| testing | sonnet | New code needs tests / coverage / flaky-test triage |
| security | sonnet | OWASP scan, secrets, vuln audit |
| refactor | sonnet | Complexity reduction, DRY, restructuring |
| performance | sonnet | Profiling, bundle/memory analysis |
| ui | sonnet | React components, a11y, responsive layout |
| api | sonnet | REST/GraphQL design, validation, OpenAPI |
| database | sonnet | Schema, migrations, query tuning |
| docs | sonnet | JSDoc, README, changelog, API docs |
| analytics | sonnet | Metrics, KPI tracking, dashboards |
| compliance | sonnet | License audit, GDPR, WCAG |
| learning | sonnet | Pattern capture, preference persistence |
| governance-verifier | sonnet | Resolve a hook-flagged scope/quality concern |
| oracle | sonnet | Non-blocking drift/scope validation in autonomous mode |
| scout | sonnet | Web research / external-source gathering (read+web, no Task) |
| wordsmith | sonnet | Copy, naming, prose polish |
| crucible-detective | sonnet | Test-suite quality audit — **read-only** |

### Read-only agents (no `Write`/`Edit`)

`planner`, `detective`, `crucible-detective`, `oracle` — route analysis/planning to
them, never file writes.

### Routing anti-patterns

- Referencing a `subagent_type` not in this table (e.g. `general-purpose`,
  `nxtg-master-architect`). The correct name is `master-architect`.
- Using `nxtg-ceo-loop` or `orchestrator` for routine implementation.
- Spawning a leaf worker expecting it to sub-delegate — it has no `Task`.
- Routing code writes to a read-only agent (planner/detective/crucible-detective/oracle).
- Spawning the same agent type recursively (detective spawning detective).

---

## Gotchas

- **`subagent_type` name ≠ filename.** The CEO agent's file is `ceo-loop.md` but its
  `name:` is `nxtg-ceo-loop` — spawn by the `name`, not the filename. Any mismatch fails
  the Task call.
- **planner is opus + read-only.** It plans; it cannot `Write`/`Edit`. To actually write
  the plan's code you must then spawn `builder`. Same for `detective`, `oracle`,
  `crucible-detective`.
- **Model claims drift — verify against the agent file.** `analytics`, `compliance`,
  `learning`, `governance-verifier` are **sonnet**, not haiku. Read the `model:`
  frontmatter before asserting cost/capability.
- **Subagents are context-blind.** A subagent receives only its `prompt` — none of your
  conversation, files you've read, or prior agent output. Restate every fact it needs.
- **Overlapping write scopes silently corrupt work.** Two parallel writers touching the
  same file race; the last writer wins and the other's edits vanish. Partition paths
  explicitly (`src/*.ts` vs `src/__tests__/*.test.ts`) or serialize them.
- **`run_in_background: true` needs a poll.** A background subagent does not block; you
  must check its completion before consuming its output. Use foreground unless you have
  genuine parallel work of your own.
- **Concurrency ceiling ≈ 6.** Beyond ~6 simultaneous subagents the provider throttles
  (429/529). Fan out in waves of ≤6; a sequential queue of independent work is not
  parallelism, but neither is a 30-agent flood.
- **Leaf workers can't orchestrate.** 16 of the 33 agents have no `Task` tool. Don't hand
  one a prompt that says "spawn a tester" — it will just do the work inline or fail.

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