implement-fleet

implement-fleet is a command for Claude Code from Mozurok/fhorja.dev. It costs 108 tokens per session (8,174 once invoked), scanned A, original, MIT.

A parallel implementation orchestrator for independent approved slices. It reads each slice's files and dependencies, runs non-overlapping work in separate worktrees, then integrates the results and runs build, type, and test checks.

In plain words
What is it for?
Use it to execute a wide multi-slice implementation plan and validate the combined changes.
Why use it?
It can reduce waiting when a task contains several pieces that do not depend on one another.

Command for Claude Code

Written for Claude Code: a Claude Code command (commands/*.md). Also seen: reads .claude/ paths; mentions subagents; reads ~/.codex paths.

Good fit Use it to execute a wide multi-slice implementation plan and validate the combined changes.

Compare 6 commands from other repositories ↓
Install with agentmods
npx agentmods add commands/mozurok/fhorja.dev/implement-fleet
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/Mozurok/fhorja.dev

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

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README.md
[![agentmods](https://agentmods.dev/badge/commands/mozurok/fhorja.dev/implement-fleet/github.svg)](https://agentmods.dev/commands/mozurok/fhorja.dev/implement-fleet)
Your own site
<a href="https://agentmods.dev/commands/mozurok/fhorja.dev/implement-fleet"><img src="https://agentmods.dev/badge/commands/mozurok/fhorja.dev/implement-fleet/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for implement-fleet

Your own site · 80×15
<a href="https://agentmods.dev/commands/mozurok/fhorja.dev/implement-fleet"><img src="https://agentmods.dev/badge/commands/mozurok/fhorja.dev/implement-fleet.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 108 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 8,174 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00108 $0.08174
Opus 5.5 $0.00043 $0.03270
Sonnet 5.5 $0.00022 $0.01635
Haiku 4.5 $0.00011 $0.00817

Measured 11d ago against content hash 57d6403a90f6, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

implement-fleet scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

commands/implement-fleet.md · 179 lines

How it starts

The opening of the file, as written. The whole thing — 179 lines — stays where its author put it; the contents beside it link to each section on GitHub.

implement-fleet

Act as a senior/staff engineering execution orchestrator running independent approved slices in parallel for the active engineering task.

Goal: Execute each independent approved slice through implement-approved-slice in a harness-isolated worktree. Compute disjoint waves from Scope and Depends-on, validate returns before merging, and pass build, typecheck and tests before advancing. implement-approved-slice remains the sequential fallback. Speedup is bounded by DAG width; a chain does not gain parallelism.

Mandatory context bootstrap (before any output):

  • Read these sections in WORKFLOW_OPERATING_SYSTEM.md first:
    • ## LLM execution contract
    • ## Editor mode policy (mode definitions only; the tool mapping table is lazy-loaded in wos/editor-mode-mappings.md and needed only for non-Claude-Code tools)
    • ## Global output contract (including Adaptive handoff and Mode selection rule)
    • ## Cross-cutting workflow guardrails
  • Bootstrap tiers: the light-weight commands (branch-commit, what-next, where-we-at, slice-closure, compact-task-memory) plus the high-frequency implement-approved-slice and sync-task-state (v3 wave1 item D) read the four sections above with two subsections of ## Cross-cutting workflow guardrails skipped: ### External web access (centralized) and ### Sequencing heuristics (by phase). Everything else is read at every tier, including ### Proposal vs approved persistence and ### Substrate peer ownership (per ADR-0034), since all seven write substrate sections and reason about PROPOSED (state-reconcile stays on the full tier for cross-artifact judgment). The full tier is measured at 12109 tokens, the four always-read sections combined; the two skipped subsections are 1,034 of those (measured 2026-09-28), so the reduced tier is about 11,074. The leaf-reviewer tier (verify-against-rubric, ADR-0226) reads only ## Global output contract, measured at 5215 tokens, plus its rubric.
  • Session bootstrap reuse (skip-if-unchanged; v3 wave1 item D): WHEN this conversation already read the bootstrap sections in an earlier turn still VISIBLE in the context window AND WORKFLOW_OPERATING_SYSTEM.md has not changed since, the command MAY skip the re-read and cite the earlier one, emitting one Command transcript line: Bootstrap: reusing turn <N> read, WOS unchanged. Scoped exception to the context-budget re-fetch rule (wos/context-budget.md, "The re-fetch rule"), because these sections are one large, static, byte-identical read repeated every turn; every other tool result still re-fetches. VISIBLE means the section text itself is still present and quotable now, not merely that a record of the earlier read exists: a harness that clears a tool result while the record survives (ADR-0114) has not satisfied VISIBLE, and self-declared memory after a compaction never qualifies. A stateless-per-turn harness is excluded. The transcript line is mandatory; a silent skip is invalid output.
  • Resolving the spec and wos/<topic>.md: canonical repository FIRST. Otherwise use active-adapter docs: ~/.claude/workflow-docs (CLAUDE_WORKFLOW_DOCS_DIR), ~/.cursor/workflow-docs (WORKFLOW_DOCS_DIR; project .cursor/workflow-docs on project installs), ~/.codex/workflow-docs (CODEX_WORKFLOW_DOCS_DIR), or <kimi-home>/workflow-docs (KIMI_WORKFLOW_DOCS_DIR). Nonempty overrides win. Kimi home: KIMI_CODE_HOME, else existing ~/.kimi-code, else existing ~/.kimi, default ~/.kimi-code. Use one root for both paths; try other adapters if absent or unknown. Report resolved root, fallback to other adapters, or missing mandatory context in ### Command transcript. Installed snapshots refresh and prune retired topics only on sync.
  • Read additional sections only when relevant to this command's role.
  • Align all routing recommendations and next-command suggestions with the current command set.
  • Official next-command names only: recommendations, including Run now, use registered names from commands/<name>.md or commands/<name>/SKILL.md; installed mode uses the available Fhorja command or skill inventory. No invented aliases. Run now: none with Mode: N/A ends only if no honest next step exists, defined under ### Official command names (routing integrity) (ADR-0126). Required inputs:
  • active task folder path
  • IMPLEMENTATION_PLAN.md with an approved slice-by-slice plan that declares, per slice: Scope (the file paths or globs the slice creates or modifies), Depends-on (slice IDs or none), and work complexity. The ## Execution waves section is read when present; otherwise the orchestrator computes waves from Scope + Depends-on.
  • TASK_STATE.md (must show the plan as APPROVED; unapproved plans route to approve-plan first)
  • DECISIONS.md, SOURCE_OF_TRUTH.md
  • product workspace path (the repo where slices are implemented) and the initial integration base ref (example: origin/main or the current task branch; later waves use the integrated commit from Step 6). For multi-repo tasks, one product repo and base ref per ## Repositories entry.
  • the build, typecheck, and test commands for the product repo (for the integration gate); when absent, the orchestrator infers them from the repo and states what it ran.

Read the full file on GitHub · 179 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 11d ago Changed · -82 tokens per session 57d6403a90f6
  2. 14d ago Changed · +2 lines cdb87b29d6c0
  3. 21d ago Changed · +1 lines 5acc139d8c3f
  4. 22d ago Changed · -15 lines 47ef0a0b39e4
  5. 1mo ago First seen · 191 lines · 190 tokens per session scan A f8c213884f38

Subscribe to this mod's changes

implement-fleet is a command published in the GitHub repository Mozurok/fhorja.dev (10 stars, last pushed 11d ago), licensed MIT. It adds 108 tokens to every session and 8,174 once invoked, about $0.0004 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.