implement-orchestrate

implement-orchestrate is a skill for Claude Code from jackfranklin/dotfiles. It costs 33 tokens per session (1,223 once invoked), scanned A, original, MIT.

A workflow for carrying out an approved software plan with separate helper agents writing and reviewing each task. The main agent verifies the changes and owns the Git operations, including commits and pull requests.

In plain words
What is it for?
Use it to implement planned features or fixes, run independent work in parallel when their files do not overlap, inspect the full diff, and commit verified results.
Why use it?
It separates implementation, review, and verification while keeping the plan as the boundary for what may change.

Skill for Claude Code

Written for Claude Code: disable-model-invocation in frontmatter. Also seen: reads .claude/ paths; mentions CLAUDE.md; mentions subagents.

Good fit Use it to implement planned features or fixes, run independent work in parallel when their files do not overlap, inspect the full diff, and commit verified results.

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Install with agentmods
npx agentmods add skills/jackfranklin/dotfiles/implement-orchestrate
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.

Any agent
npx skills add jackfranklin/dotfiles --skill implement-orchestrate
Clone the repo
git clone --depth 1 https://github.com/jackfranklin/dotfiles

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.

agentmods badge for implement-orchestrate

README.md
[![agentmods](https://agentmods.dev/badge/skills/jackfranklin/dotfiles/implement-orchestrate/github.svg)](https://agentmods.dev/skills/jackfranklin/dotfiles/implement-orchestrate)
Your own site
<a href="https://agentmods.dev/skills/jackfranklin/dotfiles/implement-orchestrate"><img src="https://agentmods.dev/badge/skills/jackfranklin/dotfiles/implement-orchestrate/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-orchestrate

Your own site · 80×15
<a href="https://agentmods.dev/skills/jackfranklin/dotfiles/implement-orchestrate"><img src="https://agentmods.dev/badge/skills/jackfranklin/dotfiles/implement-orchestrate.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 33 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,223 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 $0.00033 $0.01223
Opus 5.5 $0.00013 $0.00489
Sonnet 5.5 $0.00007 $0.00245
Haiku 4.5 $0.00003 $0.00122

Measured 5d ago against content hash 8ac52b24ebbe, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

implement-orchestrate 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 5d 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.

claude/skills/implement-orchestrate/SKILL.md · 65 lines

How it starts

The opening of the file, as written. The whole thing — 65 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Orchestrate an Approved Plan

Read ~/.claude/skills/implement-plan/SKILL.md first. Every rule and workflow step in it applies unchanged; it is the single source of truth for scope, branching, testing, simplicity, commits, PRs, and the final report. This skill changes only who does the work: you are the orchestrator, sub-agents are the hands and the fresh eyes.

Invoking this skill is the user's explicit authorization to spawn sub-agents.

Orchestrator rules

  1. You own Git. Only you branch, stage, commit, push, and open the PR. Sub-agents edit files and nothing else — tell every implementer: "Do not run any git command that changes state."
  2. Trust nothing reported. A sub-agent saying "tests pass" or "done" is a claim, not evidence. Before accepting a task you run the verification commands yourself and read the full diff.
  3. Serial by default. Implement tasks one at a time in the shared worktree. Run implementers in parallel only when the plan marks tasks independent and their file sets are disjoint; give each isolation: "worktree" and merge their results yourself, one task at a time.
  4. The plan is the scope boundary — for reviewers too. A finding is fixed now only if it is a defect, a plan violation, a missing test the plan requires, or a verified high-value documentation finding within the changed behavior. Anything else, however good, is deferred to the final report. code-reviewer and documentation-reviewer apply distinct correctness and documentation lenses; you verify their findings again in triage.
  5. Bounded loops. At most two review → fix rounds per task. If the third review still has fix-now findings, stop and escalate to the user with the outstanding findings.
  6. Escalate blockers, don't absorb them. Sub-agents cannot ask the user. When one returns BLOCKED: <question>, answer it only if the plan or repository evidence settles it; otherwise apply implement-plan rule 2 and ask the user.

Workflow

1. Preflight and branch

Read the full file on GitHub · 65 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. 5d ago Changed · -6 lines 8ac52b24ebbe
  2. 14d ago First seen · 71 lines · 33 tokens per session scan A 6784af5de6e2

Subscribe to this mod's changes

implement-orchestrate is a skill published in the GitHub repository jackfranklin/dotfiles (254 stars, last pushed 6d ago), licensed MIT. It adds 33 tokens to every session and 1,223 once invoked, about $0.0001 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 2026-10-11.