orchestrating-skills SKILL.md skillA

This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.

orchestrating-skills from oaustegard/claude-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add oaustegard/claude-skills/orchestrating-skills@v0.4.1

Pins v0.4.1 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
oaustegard/claude-skills
Path
orchestrating-skills/SKILL.md
Versions recorded
6
Latest version
v0.4.1, committed Oct 11, 2026
First version recorded
Feb 28, 2026
Size
7,720 bytes
Repository stars
158
License
MIT

Skill-aware orchestration with context routing. Decomposes complex tasks into skill-typed subtasks, extracts targeted context subsets, executes subagents in parallel, and synthesizes results. Self-answers trivial lookups inline. No SDK dependency — uses raw HTTP via httpx. Use when tasks require multiple analytical perspectives, when context is large and subtasks only need portions, or when orchestrating-chat-agents spawns too many redundant subagents.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

## SURFACE ROUTING — read first

This skill hand-rolls subagent orchestration via raw Anthropic API calls. A
managed runtime now does the same job. Which one to use depends on your surface:

- **In Claude Code (incl. CCotw): use the native runtime, NOT this skill.** If you
  can invoke `/deep-research`, trigger a run with the `workflow` keyword, set
  `/effort ultracode`, or spawn Task subagents — do that instead. The runtime gives
  16-concurrent / 1000-agent ceilings, an approval gate, adversarial cross-review,
  and in-session resume that this skill would otherwise reimplement badly. Dynamic
  workflows shipped in research preview (Claude Code v2.1.154+, 2026).
- **In claude.ai chat or the bare API (no workflow runtime): use this skill.**
  Parallel API instances over httpx is the only fan-out path here. Proceed below.

Discriminator: do you have a native subagent/Task tool or a workflow command? Yes
→ native. No → this skill. Never reimplement the runtime where it already exists.

# Skill-Aware Orchestration

Orchestrate complex multi-step tasks through a four-phase pipeline that eliminates
redundant context processing and reflexive subagent spawning.

## When to Use
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add oaustegard/claude-skills/orchestrating-skills@sha256:013760659e9ec69c

The line at the top of this page pins the label v0.4.1, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_wqwu6jpqrqy53pbo.svg)](https://markdownregistry.com/a/art_wqwu6jpqrqy53pbo)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 6 versions of this file, between Feb 28, 2026 and Oct 11, 2026, about one every 45 days.

versioncommittedcommitsizeaudit
v0.4.1 latest2026-10-11 14e3756 7,720 BA view · diff
v0.4.02026-10-07 d854510 7,715 BA view · diff
v0.3.02026-05-28 dbe4ea3 7,510 BA view · diff
v0.3.02026-02-28 725d5fd 6,502 BA view · diff
v0.2.02026-02-28 2454f5b 5,057 BA view · diff
v0.1.02026-02-28 1c5b92e 6,022 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (7720 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

oaustegard/claude-skills · 158 stars · license MIT · pushed 2026-11-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_wqwu6jpqrqy53pbo
GET https://markdownregistry.com/api/v1/resolve?ref=oaustegard/claude-skills/orchestrating-skills
GET https://markdownregistry.com/api/v1/blob/013760659e9ec69c8a51b5772eefb3024b427b85853fe864556b0bc6adc3a8b6

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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Every file in oaustegard/claude-skills

Other files named orchestrating-skills

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v0.4.1 · audit A · 158 stars

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