model-routing-policy-simulator SKILL.md skillA
model-routing-policy-simulator from jgwill/miadi-orchestration-kit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jgwill/miadi-orchestration-kit/model-routing-policy-simulator@git:20260509.19ebebdPins git:20260509.19ebebd in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jgwill/miadi-orchestration-kit
- Path
copilot/openclaw-model-routing-research-kit/skills/model-routing-policy-simulator/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260509.19ebebd, committed May 9, 2026
- Size
- 2,114 bytes
- Repository stars
- 5
- License
- none declared
Generate an OpenClaw model-routing matrix from task, risk, context, tool, cost, latency, memory, confidence, and review inputs.
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
Use this skill when creating or revising `model-routing-matrix.md`. ## Inputs For each task class, collect: - task class - track source: A1, A2, A3, T1, T2, T3, T4, N1, N2, or N3 - sensitivity - context size - tool/action risk - latency need - cost ceiling - memory write risk - confidence threshold - available evidence ## Outputs For each row, produce: - recommended tier: `local/small`, `cheap/bulk`, `premium`, or `reviewer` - candidate model or model family - escalation trigger - fallback model or path - human review point - evidence source ## Seed Rows Start from `templates/model-routing-matrix.md`, which includes rows for: - low-risk classification - duplicate detection - bulk summarization - source extraction - code patch planning - architecture review - permission escalation decision - durable memory write-back - Discord delivery - final synthesis ## Routing Heuristics 1. Prefer `local/small` for reversible, low-sensitivity classification and duplicate detection. 2. Prefer `cheap/bulk` for high-volume extraction or summarization when source checks are required. …
Read the whole file at its exact version.
How to install
mdr add jgwill/miadi-orchestration-kit/model-routing-policy-simulator@sha256:57567fd147cb7568The line at the top of this page pins the label git:20260509.19ebebd, 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_z5tannw6mmym4ux3)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on May 9, 2026.
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 (2114 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
jgwill/miadi-orchestration-kit · 5 stars · license none declared · pushed 2026-10-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_z5tannw6mmym4ux3 GET https://markdownregistry.com/api/v1/resolve?ref=jgwill/miadi-orchestration-kit/model-routing-policy-simulator GET https://markdownregistry.com/api/v1/blob/57567fd147cb756814101073178a0c4d3e6ebb9805f90846fcb87db7aa5bc9cf
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.