blacksmith-orchestrate

blacksmith-orchestrate is a skill for Claude Code, Codex from radimsem/forge-skills. It costs 79 tokens per session (5,267 once invoked), scanned A, original, MIT.

A coordinator for running several software tasks through separate forge workflows, deciding which tasks can run together and which must wait because they share files.

In plain words
What is it for?
Use it to plan and dispatch work for multiple issues, a milestone, or a written task list.
Why use it?
It prevents conflicting changes while allowing independent work to proceed in parallel worktrees, which are separate working directories.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: mentions subagents; mentions Codex.

Good fit Use it to plan and dispatch work for multiple issues, a milestone, or a written task list.

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Install with agentmods
npx agentmods add skills/radimsem/forge-skills/blacksmith-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 radimsem/forge-skills --skill blacksmith-orchestrate
Clone the repo
git clone --depth 1 https://github.com/radimsem/forge-skills

Made for: Claude Code, Codex.

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 blacksmith-orchestrate

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/radimsem/forge-skills/blacksmith-orchestrate"><img src="https://agentmods.dev/badge/skills/radimsem/forge-skills/blacksmith-orchestrate.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 79 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 5,267 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. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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 $0.00079 $0.05267
Opus 5.5 $0.00032 $0.02107
Sonnet 5.5 $0.00016 $0.01053
Haiku 4.5 $0.00008 $0.00527

Measured 1mo ago against content hash 7795216418a4, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

blacksmith-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 1mo ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/scout-fanout.mjs), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

skills/blacksmith-orchestrate/SKILL.md · 169 lines

How it starts

The opening of the file, as written. The whole thing — 169 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Blacksmith Orchestrate

Schedule related tasks across worktrees, then dispatch one forge run per task.

Overview

Each dispatched task runs forge's twelve-step workflow. This skill decides which tasks can run together, what model and review depth each needs, and which worktree holds its changes.

Nine numbered steps, split by one gate, deliberately mirroring forge's shape:

Part 1 — Plan (1–5):     normalize → materialize → analyze → schedule → [GATE] battle plan
Part 2 — Execute (6–9):  provision → dispatch waves → relay → close-out

  gate held: no worktree is created and no forge Part 2 runs until "yes, forge them"
Step Action
1 Parse the invocation; split orchestrator flags from pass-through forge flags; route the work source into a canonical task list
2 Materialize refs: spec-file and free-form routes get real issue refs via /to-tickets, or synthetic T1..Tn IDs if the user declines filing
3 Analyze: route each task to the plan-sourced path or the scout fan-out
4 Build the collision graph, triage matrix and worktree grouping, then scheduling waves
5 [GATE] one battle plan, one approval
6 Provision worktrees; write the run ledger
7 Dispatch waves: one agent per task at its assigned model tier and forge depth
8 Relay: prove a blocker's changes are on the dependent's base, rebase, release
9 Close-out: aggregate report, PR list, worktree cleanup reminders, self-evolution

Every dispatched run must verify its Step 12 /goal before preparing a commit. No run writes back to its source issue or ticket, even with afk. Step 2 may file new issues through /to-tickets for plan and free-form routes, including under automode; forge Step 10 may likewise file spin-off issues. See references/entry-routes.md.

The Step 5 "yes, forge them" approval also selects commit and PR creation for every task named in the approved battle plan (see Step 7). With automode alone, no one makes that selection, so dispatched runs stop with a plan at Step 12 and push nothing. afk is the single sanctioned exception: it authorizes unattended commits, PRs, and blocking-PR merges. Terminal PRs and worktree cleanup remain with the user under every flag combination.

Read the full file on GitHub · 169 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. 1mo ago Changed · +2 lines 7795216418a4
  2. 1mo ago First seen · 167 lines · 79 tokens per session scan A 33b019a601c4

Subscribe to this mod's changes

blacksmith-orchestrate is a skill published in the GitHub repository radimsem/forge-skills (15 stars, last pushed 1mo ago), licensed MIT. It adds 79 tokens to every session and 5,267 once invoked, about $0.0003 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 2026-08-30.