adaptive-agent-routing SKILL.md skillA
adaptive-agent-routing from ucsahinn/agentchef is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ucsahinn/agentchef/adaptive-agent-routing@git:20261019.77261b3Pins git:20261019.77261b3 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ucsahinn/agentchef
- Path
plugins/agentchef/skills/adaptive-agent-routing/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261019.77261b3, committed Oct 19, 2026
- First version recorded
- Oct 3, 2026
- Size
- 2,650 bytes
- Repository stars
- 6
- License
- MIT
Select the narrowest useful agent, skill, MCP, and config route for non-trivial work. Use when delegation, context placement, specialist ownership, duplicate skill aliases, or routing visibility materially affects execution; avoid for trivial single-surface work.
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
# Adaptive Agent Routing Select routes by expected value, not by catalog match alone. ## Workflow 1. Classify the task shape and identify the smallest owning surface. 2. Read [global-working-agreements.md](references/global-working-agreements.md) only when the detailed route, specialist map, alias policy, or MCP boundary is relevant. 3. Preserve the active session's profile and model. Role files carry only the catalog worker `model`; they never pin reasoning effort, and spawns pass no model override. 4. Spawn an agent only when one of the four catalog conditions holds: an autoVerify routing profile matched and files changed, so its verifier runs before the task is reported done; independent parallel work exists; noisy logs or research should be isolated from the main thread; the user explicitly requests delegation. Skip trivial, strictly sequential, tightly coupled, and single-file work where delegation adds coordination cost. …
Read the whole file at its exact version.
How to install
mdr add ucsahinn/agentchef/adaptive-agent-routing@sha256:c1d2ad0415035131The line at the top of this page pins the label git:20261019.77261b3, 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_2icb4u2fmufzrkcs)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Oct 3, 2026 and Oct 19, 2026, about one every 4 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261019.77261b3 latest | 2026-10-19 | 77261b3 | 2,650 B | A | view · diff |
| git:20261006.6a4c0f7 | 2026-10-06 | 6a4c0f7 | 2,443 B | A | view · diff |
| git:20261005.3444326 | 2026-10-05 | 3444326 | 1,887 B | A | view · diff |
| git:20261004.e125849 | 2026-10-04 | e125849 | 1,443 B | A | view · diff |
| git:20261003.dd10646 | 2026-10-03 | dd10646 | 1,379 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 (2650 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
ucsahinn/agentchef · 6 stars · license MIT · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_2icb4u2fmufzrkcs GET https://markdownregistry.com/api/v1/resolve?ref=ucsahinn/agentchef/adaptive-agent-routing GET https://markdownregistry.com/api/v1/blob/c1d2ad04150351317b060d26f0ea811a3fdaed3511ac44cca4bef23c7d7752ea
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.