mahler SKILL.md skillA
mahler from sinaida-space/mahler-the-orchestrator is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add sinaida-space/mahler-the-orchestrator/mahler@git:20261014.4f841a6Pins git:20261014.4f841a6 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- sinaida-space/mahler-the-orchestrator
- Path
skills/mahler/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261014.4f841a6, committed Oct 14, 2026
- First version recorded
- Sep 29, 2026
- Size
- 3,420 bytes
- Repository stars
- 5
- License
- Apache-2.0
Multi-model orchestrator that maximizes output quality at the most efficient and reasonable token cost. Interrogates the user first, then uses the strongest model that actually spawns on this subscription (the chat's own model and effort) as planner to decompose tasks and route them to Opus (complex), Sonnet (standard), or Haiku (mechanical). Use when the user types /mahler, says "orchestrate", "pipeline", "use mahler", or when facing a complex multi-step project that would benefit from task…
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
# Mahler Orchestrator Skill
This skill transforms the current agent into an orchestrator that decomposes work and routes subtasks to the optimal Claude model.
## When to Use
- Complex projects with multiple components (web app + shaders + config)
- Creative projects that need both conceptual direction and technical execution
- Any task where token efficiency matters and work can be parallelized
- When the user explicitly invokes /mahler
## How It Works
The orchestrator follows a strict 5-phase protocol defined in the `/mahler` command. Read `${CLAUDE_PLUGIN_ROOT}/commands/mahler.md` for the full protocol.
Quick reference:
1. **Phase 0 — Interrogate** — Six Hats multi-perspective questions via the `AskUserQuestion` dialogue tool (never plain text), prompt quality audit, GitHub setup (Blue Hat)
2. **Phase 1 — Direct** — spawn the Planner (the chat's own model and effort; fallback opus → sonnet-high → self) for vision + task decomposition into issue-ready specs
3. **Phase 2 — PRD Approval** — present the plan as a PRD in chat, hard stop until the user explicitly approves
…Read the whole file at its exact version.
How to install
mdr add sinaida-space/mahler-the-orchestrator/mahler@sha256:eaab6dbdc1ed1dc8The line at the top of this page pins the label git:20261014.4f841a6, 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_c5hcc5rcxz454if6)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Sep 29, 2026 and Oct 14, 2026, about one every 4 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261014.4f841a6 latest | 2026-10-14 | 4f841a6 | 3,420 B | A | view · diff |
| git:20261012.da666f0 | 2026-10-12 | da666f0 | 3,416 B | A | view · diff |
| git:20261008.11ac8e4 | 2026-10-08 | 11ac8e4 | 3,353 B | A | view · diff |
| git:20261008.5345332 | 2026-10-08 | 5345332 | 3,309 B | A | view · diff |
| git:20260929.4516e47 | 2026-09-29 | 4516e47 | 3,262 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 (3420 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
sinaida-space/mahler-the-orchestrator · 5 stars · license Apache-2.0 · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_c5hcc5rcxz454if6 GET https://markdownregistry.com/api/v1/resolve?ref=sinaida-space/mahler-the-orchestrator/mahler GET https://markdownregistry.com/api/v1/blob/eaab6dbdc1ed1dc8530a19672c27e0c74932c14e94b841864f95eda703f68b78
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.