aide-phase-router SKILL.md skillA
aide-phase-router from anonymousnomad/aide-sovereign-workbench is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add anonymousnomad/aide-sovereign-workbench/aide-phase-router@git:20260826.8da8b03Pins git:20260826.8da8b03 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- anonymousnomad/aide-sovereign-workbench
- Path
skills/packs/aide-phase-router/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260826.8da8b03, committed Aug 26, 2026
- Size
- 5,582 bytes
- Repository stars
- 53
- License
- Apache-2.0
Phase-aware model delegation for the AIDE orchestrator — detects the working phase (plan/code/debug/test/review/utility) from user text + tool-result signals, routes each phase to the engine whose measured profile fits it, hands off between phases with compressed context summaries behind approval gates, and learns model-role pair outcomes into Loop C. Build AFTER Situation Object and BENCH verdicts exist. Use when implementing phase routing, role assignment, handoff summaries, or model-outcome…
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
# Phase Router — Smarter Delegation of the Models You Have Collaborator insight 2026-08-25: "Not more models. Smarter delegation of the models you have." Research base: router-llm phase gateway (5 slots, rule-based detection first-match-wins), CodeRouter layered detection (L1 regex ~2ms -> L2 tool-history ~3ms -> L3 agent fingerprint -> L4 LLM fallback rare; transparency headers X-Phase-Confidence), NeMo Switchyard stage+escalation routers (tool activity decides capability need; session affinity), ACRouter C-A-F loop (execution-grounded memory beats static classifiers OOD), Feedback-Over-Form (refiner capability > generator identity). ## Local verification mandate (added 2026-08-25 — operator/collaborator law) The cited gains are CLOUD DOLLAR-COST claims. Local translation (right model = faster perceived tok/s + better coherence via specialization) is a HYPOTHESIS. Before any improvement claim: 1. Paired battery runs: routed multi-engine vs single-engine baseline across PLAN/CODE/DEBUG/TEST tasks, same fixed task set as the harness battery. 2. Measure locally-meaningful metrics only: tok/s of chosen engine (from reply …
Read the whole file at its exact version.
How to install
mdr add anonymousnomad/aide-sovereign-workbench/aide-phase-router@sha256:da9c623449887482The line at the top of this page pins the label git:20260826.8da8b03, 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_sht3jc6kyabz6iwg)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 26, 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 (5582 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
anonymousnomad/aide-sovereign-workbench · 53 stars · license Apache-2.0 · pushed 2026-10-26 · branch covert-production
API
GET https://markdownregistry.com/api/v1/artifacts/art_sht3jc6kyabz6iwg GET https://markdownregistry.com/api/v1/resolve?ref=anonymousnomad/aide-sovereign-workbench/aide-phase-router GET https://markdownregistry.com/api/v1/blob/da9c623449887482ad0b28266d46772a44f88116170a47c573adbd21283e4c2c
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.