kg SKILL.md skillA
kg from broomva/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add broomva/skills/kg@git:20260821.b36c0ecPins git:20260821.b36c0ec in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- broomva/skills
- Path
skills/knowledge/kg/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260821.b36c0ec, committed Aug 21, 2026
- First version recorded
- Jun 28, 2026
- Size
- 13,616 bytes
- Repository stars
- 5
- License
- MIT
Load relevant entities from the bstack knowledge graph (research/entities/) for a given topic. Two-tier scoring: tier-1 (catalog-only, ~5ms — slug + tags + claim + links + sources match against docs/knowledge-index.md) is the fast first pass and the only stage for high-confidence exact-slug/tag queries; tier-2 (body-grep fallback, ~300ms — auto-fires when tier-1 returns < N matches OR its best hit is below the confidence floor, default 18) recovers topics whose vocabulary appears in entity…
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
# kg — knowledge graph loader Load relevant entities for: **$ARGUMENTS** ## Purpose The bstack knowledge graph lives at `research/entities/**/*.md` (~250 entities, ~1.1 MB, ~280k tokens). It fits in any 1M-context model with 3.5× headroom — meaning the LLM **is** the index. This skill performs the routing step: reads the dense catalog at `docs/knowledge-index.md`, ranks entities by topical relevance, and surfaces the top-N bodies as a single context block. The agent does the rest: traversal, inference, contradiction detection, semantic comparison — all by reading. There is no SQL layer, no embeddings, no typed-edge schema. The substrate is canonical; the catalog routes; the agent reasons. ## Usage ``` /kg load <topic> # default: top 10 (two-tier; tier-2 auto-fires on few OR weak tier-1 hits) /kg load <topic> --n 20 # widen the load /kg load <topic> --type tool # restrict by entity type /kg load <topic> --terms "recall,persistence" # query expansion: score synonyms/variants too /kg load <topic> --expand 1 # also load 1-hop related: neighbours of the top hits /kg load <topic> --explain # show the per-signal score trace for each loaded entity …
Read the whole file at its exact version.
How to install
mdr add broomva/skills/kg@sha256:6479d6d8999f1fbbThe line at the top of this page pins the label git:20260821.b36c0ec, 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_jwjksu55edbwkrol)
6 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Jun 28, 2026 and Aug 21, 2026, about one every 55 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260821.b36c0ec latest | 2026-08-21 | b36c0ec | 13,616 B | A | view · diff |
| git:20260628.9edbf07 | 2026-06-28 | 9edbf07 | 13,608 B | A | view |
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 (13616 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
broomva/skills · 5 stars · license MIT · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_jwjksu55edbwkrol GET https://markdownregistry.com/api/v1/resolve?ref=broomva/skills/kg GET https://markdownregistry.com/api/v1/blob/6479d6d8999f1fbbcd50cf91c7acccc7c49e76353058b4370d8da08449ad0b7d
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.