anonymousnomad/aide-sovereign-workbench · skills/packs/aide-offline-rag/SKILL.md

aide-offline-rag skillB

aide-offline-rag is agent-read markdown (skill) from anonymousnomad/aide-sovereign-workbench: 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 pat.

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/aide-offline-rag@git:20260823.df7cbde
Exact content
mdr add anonymousnomad/aide-sovereign-workbench/aide-offline-rag@sha256:76f5bd3612df7cc6

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_drhgxwonrvqbnrmt.svg)](https://markdownregistry.com/a/art_drhgxwonrvqbnrmt)

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Versions

versioncommittedcommitsizeaudit
git:20260823.df7cbde latest2026-08-23 df7cbde 11,549 BB view

Audit of the latest version

B  16 of 17 checks passed. Deterministic, no model, same answer every run.
  • 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

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_drhgxwonrvqbnrmt
GET https://markdownregistry.com/api/v1/resolve?ref=anonymousnomad/aide-sovereign-workbench/aide-offline-rag
GET https://markdownregistry.com/api/v1/blob/76f5bd3612df7cc697b83bf5edab9f5d413e819f57c75eb5fb294ff29d75f3ce

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