bitterbot-ai/bitterbot-desktop · skills/route-by-query-shape/SKILL.md

route-by-query-shape skillA

route-by-query-shape is agent-read markdown (skill) from bitterbot-ai/bitterbot-desktop: When the agent calls memory_search with a relationship-shaped query ("who did I talk to about X"), redirect to the knowledge_graph backend where it will actually find the answer..

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 bitterbot-ai/bitterbot-desktop/route-by-query-shape@git:20260523.6463e9f
Exact content
mdr add bitterbot-ai/bitterbot-desktop/route-by-query-shape@sha256:28c1050584503692

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_jjbgesj5lutc5rlt.svg)](https://markdownregistry.com/a/art_jjbgesj5lutc5rlt)

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Versions

versioncommittedcommitsizeaudit
git:20260523.6463e9f latest2026-05-23 6463e9f 1,345 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 (1345 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

bitterbot-ai/bitterbot-desktop · 2,459 stars · license MIT · pushed 2026-09-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_jjbgesj5lutc5rlt
GET https://markdownregistry.com/api/v1/resolve?ref=bitterbot-ai/bitterbot-desktop/route-by-query-shape
GET https://markdownregistry.com/api/v1/blob/28c1050584503692039b9e56cb9405436b4b1c4ca56c9b68dd7f103c29a5c489

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