anonymousnomad/aide-sovereign-workbench · skills/packs/aid-skills-auto-load-by-context/SKILL.md

aid-skills-auto-load-by-context skillA

aid-skills-auto-load-by-context is agent-read markdown (skill) from anonymousnomad/aide-sovereign-workbench: 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 prove.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add anonymousnomad/aide-sovereign-workbench/aid-skills-auto-load-by-context@git:20260908.e9ac98d
Exact content
mdr add anonymousnomad/aide-sovereign-workbench/aid-skills-auto-load-by-context@sha256:ac387fee401e5ba1

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_qjb2kyiuzrwdvoxn.svg)](https://markdownregistry.com/a/art_qjb2kyiuzrwdvoxn)

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Versions

versioncommittedcommitsizeaudit
git:20260908.e9ac98d latest2026-09-08 e9ac98d 15,413 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • 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

GitHub

anonymousnomad/aide-sovereign-workbench · 23 stars · license Apache-2.0 · pushed 2026-09-17 · 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

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.