kb-search SKILL.md skillA
kb-search from blackbelttechnology/pi-agent-dashboard is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add blackbelttechnology/pi-agent-dashboard/kb-search@git:20260805.ff041aePins git:20260805.ff041ae in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- blackbelttechnology/pi-agent-dashboard
- Path
packages/kb/skill/kb-search/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260805.ff041ae, committed Aug 5, 2026
- First version recorded
- Jun 23, 2026
- Size
- 2,495 bytes
- Repository stars
- 341
- License
- MIT
Search the local markdown knowledge base for facts, prior decisions, definitions, people, error codes, config flags, and how-we-fixed-it notes. ALWAYS search here BEFORE answering a project-specific question from memory, guessing, or asking the user. Use whenever you hit an unknown term, an unfamiliar entity, an error string, or a "how do we do X / why did we choose Y" question.
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
# kb-search — retrieve before you answer A fast, local, zero-token FTS5 knowledge base over this project's markdown (`@blackbelt-technology/pi-dashboard-kb`). Retrieval is **pull**: you call it; nothing is auto-injected. Sub-second, deterministic, costs no model tokens — so call it freely on any uncertainty. ## When to Use - Hit an unknown name / term / error string / config flag / function. - Need a past decision, convention, or "how we did X". - About to answer a factual question about this project from memory. - About to ask the user something the docs may already answer. ## Procedure 1. Extract the key entities from the problem (names, error strings, slugs, config keys, function names). 2. Run: `kb search "<entities>" --limit 8 --json` 3. Read only the top 1–2 hits' full content when needed: `kb get <path> --section "<heading_path>"` 4. Still unresolved? Walk the graph from a hit: `kb neighbors "<heading_path>" --depth 2` and `kb backlinks "<path>"`. 5. Paraphrase miss? Lexical search is weak when your words differ from the docs' words. **Reformulate once** using the domain's actual terms (synonyms, …
Read the whole file at its exact version.
How to install
mdr add blackbelttechnology/pi-agent-dashboard/kb-search@sha256:b8a97c458a642ff8The line at the top of this page pins the label git:20260805.ff041ae, 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_6n36366yv2wcnkxy)
6 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Jun 23, 2026 and Aug 5, 2026, about one every 43 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260805.ff041ae latest | 2026-08-05 | ff041ae | 2,495 B | A | view · diff |
| git:20260623.081895e | 2026-06-23 | 081895e | 2,554 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 (2495 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
blackbelttechnology/pi-agent-dashboard · 341 stars · license MIT · pushed 2026-11-06 · branch develop
API
GET https://markdownregistry.com/api/v1/artifacts/art_6n36366yv2wcnkxy GET https://markdownregistry.com/api/v1/resolve?ref=blackbelttechnology/pi-agent-dashboard/kb-search GET https://markdownregistry.com/api/v1/blob/b8a97c458a642ff8bb4fdf45050c024da052b7e0e49fb3ca4928610a7ee0ca70
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.
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