aide-offline-rag SKILL.md skillB
aide-offline-rag 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-offline-rag@git:20260823.df7cbdePins git:20260823.df7cbde in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- anonymousnomad/aide-sovereign-workbench
- Path
skills/packs/aide-offline-rag/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260823.df7cbde, committed Aug 23, 2026
- Size
- 11,549 bytes
- Repository stars
- 53
- License
- Apache-2.0
A2 phase SOP for the AIDE offline-first IDE — workspace indexing and hybrid retrieval (BM25 + dense vectors + RRF) with ZERO new native deps. Pure-JS structure-aware chunking, in-memory Float32 vector search persisted under .aide/index/, injectable embedFn (local llama_cpp.server /v1/embeddings with nomic prefixes), incremental content-hash reindexing, contract-first routes + WS channel. Research-grounded. Use whenever building/debugging the indexer, chunker, BM25/vector search, hybrid query…
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
# A2 — Workspace Indexing (Offline RAG) ## Mission Give any local model (and the IDE UI) semantic workspace retrieval without a single byte of egress and without adding native dependencies. The repo's dependency surface stays exactly: zod, ws, monaco-editor, typescript toolchain. ## Hard constraints (from verified repo reality) - **No sqlite, no tree-sitter native bindings** (package.json deps are final: zod/ws/monaco/ts only). Everything is pure JS: in-memory indexes, JSON + binary persistence under `<workspace>/.aide/index/`. - **Node 26 runtime**, type-stripping (.mjs services may import .ts specifiers), zod v4 strict, router has NO path params (body/query based), RouteError codes fixed union, openapi regenerated via `npm run contracts`. - **Injectable seams pattern**: every external effect gets a constructor-injected function so CI never touches a model or network — `embedFn` here, exactly like `fetchImpl` (modelhub) and `agentChatFn` (agent loop). …
Read the whole file at its exact version.
How to install
mdr add anonymousnomad/aide-sovereign-workbench/aide-offline-rag@sha256:76f5bd3612df7cc6The line at the top of this page pins the label git:20260823.df7cbde, 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_drhgxwonrvqbnrmt)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 23, 2026.
Audit of the latest version
- fail: No link to a raw IP address (matched: http://127.0.0.1)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (11549 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 script tag
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
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_drhgxwonrvqbnrmt GET https://markdownregistry.com/api/v1/resolve?ref=anonymousnomad/aide-sovereign-workbench/aide-offline-rag GET https://markdownregistry.com/api/v1/blob/76f5bd3612df7cc697b83bf5edab9f5d413e819f57c75eb5fb294ff29d75f3ce
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.