orchestrate SKILL.md skillA
orchestrate from scdenney/open-science-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add scdenney/open-science-skills/orchestrate@git:20261008.c2a591cPins git:20261008.c2a591c in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- scdenney/open-science-skills
- Path
codex/orchestrate/SKILL.md- Versions recorded
- 7
- Latest version
- git:20261008.c2a591c, committed Oct 8, 2026
- First version recorded
- Sep 2, 2026
- Size
- 21,709 bytes
- Repository stars
- 69
- License
- a license file GitHub does not identify
Orchestrate complex work from an active gpt-6-astra or gpt-6.1-sol Codex session. The detected lead owns decomposition, integration, and verification; Astra keeps the hardest reasoning in the lead, while Sol escalates unusually difficult units to Astra. Both route bounded work to Sol at medium effort, mechanical work to Luna, and can use a cross-vendor Claude peer. Not for routine single-context work. Use when the user explicitly asks to orchestrate, delegate, fan out, parallelize, assign…
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
# Orchestrate <p align="center"><img src="assets/architecture.svg" alt="orchestrate (Codex): an active GPT-6 Astra or GPT-6.1 Sol session leads; Astra keeps the hardest reasoning in the lead, Sol escalates unusually difficult units to Astra, and both route bounded work to lower tiers and can reach a Fable cross-vendor peer" width="900"></p> ## Preflight the lead runtime first Before reading the task brief, inspecting the workspace, planning, or delegating, resolve `SKILL_DIR` as the directory containing this `SKILL.md` and run: ```bash "$SKILL_DIR/scripts/check-lead-runtime.sh" ``` This verifies the current thread through `CODEX_THREAD_ID`, its latest `turn_context`, and any recorded reroute. Proceed when it reports `gpt-6-astra` or `gpt-6.1-sol` and the actual effort. Preserve the user's selected effort; `xhigh` is not required. Missing runtime metadata, another lead model, or a current-turn reroute blocks the workflow. Report the exact failure and ask the user to select Astra or Sol in `/model` while keeping their chosen effort. Do not infer the current runtime from configuration defaults, the newest session file, or model self-identification. …
Read the whole file at its exact version.
How to install
mdr add scdenney/open-science-skills/orchestrate@sha256:8a78af3a618589caThe line at the top of this page pins the label git:20261008.c2a591c, 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.
[](https://markdownregistry.com/a/art_5mihecmnvow25cyh)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between Sep 2, 2026 and Oct 8, 2026, about one every 6 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261008.c2a591c latest | 2026-10-08 | c2a591c | 21,709 B | A | view · diff |
| git:20260930.699726d | 2026-09-30 | 699726d | 22,720 B | A | view · diff |
| git:20260923.ff95557 | 2026-09-23 | ff95557 | 18,509 B | A | view · diff |
| git:20260905.2741cba | 2026-09-05 | 2741cba | 18,513 B | A | view · diff |
| git:20260905.39e8276 | 2026-09-05 | 39e8276 | 17,609 B | A | view · diff |
| git:20260902.da5a263 | 2026-09-02 | da5a263 | 22,048 B | A | view · diff |
| git:20260902.5af00e5 | 2026-09-02 | 5af00e5 | 20,788 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (21709 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
scdenney/open-science-skills · 69 stars · license a license file GitHub does not identify · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_5mihecmnvow25cyh GET https://markdownregistry.com/api/v1/resolve?ref=scdenney/open-science-skills/orchestrate GET https://markdownregistry.com/api/v1/blob/8a78af3a618589cad32b4218f6f0843bcee46f4e25d55cc5769266142f538078
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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