aid-skills-auto-load-by-context SKILL.md skillA
aid-skills-auto-load-by-context 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/aid-skills-auto-load-by-context@git:20260908.e9ac98dPins git:20260908.e9ac98d 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/aid-skills-auto-load-by-context/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260908.e9ac98d, committed Sep 8, 2026
- Size
- 15,413 bytes
- Repository stars
- 53
- License
- Apache-2.0
Wire in the AIDE orchestrator to auto-load the right skill (SOP) into every model prompt based on detected task type — the "fluid model" pattern from the 2026 research. Theia AI calls this "Agent Skills (Alpha)"; Cursor has plans; Copilot has instructions. AIDE already has ~80 skills in the global tree but they are loaded manually by the agent. This skill encodes the exact wire-in: the skill registry, the detection signals, the injection point in harness/orchestrator.mjs, and the test that…
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
# Skills Auto-Load by Context — Wire-In Recipe for AIDE ## What this skill is AIDE has ~80 skills in the global tree (`C:\Users\Grey_\.agents\skills\*.md`). Each one is a Standard Operating Procedure (SOP) — a doctrine document that tells the model exactly what to do, how to do it, what not to do, and which pitfalls to watch for. Today, these skills are loaded manually: the user (or the orchestrator) has to NAME a skill for it to appear in the system prompt. **This is the wrong default.** Per the 2026 research (Theia AI Skills, Cursor plans, Copilot instructions), the standard is: **the orchestrator detects the task type and auto-loads the right skill**. The user never names a skill. The model behaves like an expert per task because the SOP changed, not because the weights changed. This skill encodes the exact wire-in: the skill registry, the detection signals, the injection point, and the test that proves the right skill lands in the system prompt for the right task. ## Research base (primary sources, verified 2026-09-03) 1. **Theia AI Skills (Alpha)** — `https://theia-ide.org/docs/user_ai/#agent-skills-alpha` …
Read the whole file at its exact version.
How to install
mdr add anonymousnomad/aide-sovereign-workbench/aid-skills-auto-load-by-context@sha256:ac387fee401e5ba1The line at the top of this page pins the label git:20260908.e9ac98d, 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_qjb2kyiuzrwdvoxn)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 8, 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 (15413 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_qjb2kyiuzrwdvoxn GET https://markdownregistry.com/api/v1/resolve?ref=anonymousnomad/aide-sovereign-workbench/aid-skills-auto-load-by-context GET https://markdownregistry.com/api/v1/blob/ac387fee401e5ba1e84e03855246a6d9c2c8de8122034c316298337e85832634
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.