knowledge-base-integration SKILL.md skillA

knowledge-base-integration from kunolu/640-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add kunolu/640-skills/knowledge-base-integration@git:20260817.81a3377

Pins git:20260817.81a3377 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
kunolu/640-skills
Path
sbtd-workflow-onboard/templates/skills/knowledge-base-integration/SKILL.md
Versions recorded
2
Latest version
git:20260817.81a3377, committed Aug 17, 2026
First version recorded
Jul 18, 2026
Size
7,093 bytes
Repository stars
557
License
Apache-2.0

Use when configuring or running product-level Knowledge Ingest, target-ref Feature catalogs, Evidence Policy decisions, Revision Sets, idempotent smoke, or local/remote knowledge runners across repositories.

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

# Knowledge Base Integration

Use this Skill for the P1 read-only integration runtime. Repository-owned `.feature` files at configured target refs remain the behavior SOT. The runtime produces rebuildable catalogs and evidence bundles; it does not change source repositories.

## Steps

1. Read the product registry and server workspace mapping. Validate both with `scripts/knowledge_base_p1.py validate-config`. Completion: every required repository has an explicit remote, role, target ref, feature root, and contained local mapping.
2. Resolve Evidence intent before a formal run with `decision`. Completion: the immutable decision records `required` / `not-required` / `blocked`, targets, source rule, reason, policy version, and digest.
3. For `read / 读取`, run `ingest`. Completion: every available ref is fixed to a full commit SHA; complete no-ID Gherkin structures, locators, bindings, conflict candidates, `metrics.json`, and `ingest-summary.json` exist; `mutation` is `none`.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add kunolu/640-skills/knowledge-base-integration@sha256:b82594bb7886041a

The line at the top of this page pins the label git:20260817.81a3377, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_ds3reqj3keaflf35.svg)](https://markdownregistry.com/a/art_ds3reqj3keaflf35)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, between Jul 18, 2026 and Aug 17, 2026, about one every 30 days.

versioncommittedcommitsizeaudit
git:20260817.81a3377 latest2026-08-17 81a3377 7,093 BA view · diff
git:20260718.951ea5b2026-07-18 951ea5b 6,799 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (7093 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

kunolu/640-skills · 557 stars · license Apache-2.0 · pushed 2026-10-30 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ds3reqj3keaflf35
GET https://markdownregistry.com/api/v1/resolve?ref=kunolu/640-skills/knowledge-base-integration
GET https://markdownregistry.com/api/v1/blob/b82594bb7886041ac1b511aa667293e09dbd46d63c8de723b75a5213395c4456

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.

More from kunolu/640-skills

sbtd-workflow-onboard SKILL.md skill
kunolu/640-skills · sbtd-workflow-onboard/SKILL.md · Checks, installs, resets, or explicitly upgrades and verifies selected SBTD workflow Skills, AGENTS and host…
git:20261028.4093baf · audit A · 557 stars
codebase-design SKILL.md skill
kunolu/640-skills · sbtd-workflow-onboard/assets/external-skills/stable/skills/codebase-design/SKILL.md · Shared vocabulary for designing deep modules. Use when the user wants to design or improve a module's interface, find…
git:20260827.561ec6a · audit A · 557 stars
diagnosing-bugs SKILL.md skill
kunolu/640-skills · sbtd-workflow-onboard/assets/external-skills/stable/skills/diagnosing-bugs/SKILL.md · Diagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports…
git:20261028.4eb8b2a · audit A · 557 stars
domain-modeling SKILL.md skill
kunolu/640-skills · sbtd-workflow-onboard/assets/external-skills/stable/skills/domain-modeling/SKILL.md · Build and sharpen a project's domain model. Use when discussing codebase terminology, writing or editing a GLOSSARY.md…
git:20261028.4eb8b2a · audit A · 557 stars
grill-me SKILL.md skill
kunolu/640-skills · sbtd-workflow-onboard/assets/external-skills/stable/skills/grill-me/SKILL.md · A relentless interview to sharpen a plan or design.
git:20260827.561ec6a · audit B · 557 stars
grill-with-docs SKILL.md skill
kunolu/640-skills · sbtd-workflow-onboard/assets/external-skills/stable/skills/grill-with-docs/SKILL.md · A relentless interview to sharpen a plan or design, which also creates docs (ADR's and glossary) as we go.
git:20260827.561ec6a · audit A · 557 stars
grilling SKILL.md skill
kunolu/640-skills · sbtd-workflow-onboard/assets/external-skills/stable/skills/grilling/SKILL.md · Grill the user relentlessly about a plan, decision, or idea. Use when the user wants to stress-test their thinking, or…
git:20261028.4eb8b2a · audit A · 557 stars
handoff SKILL.md skill
kunolu/640-skills · sbtd-workflow-onboard/assets/external-skills/stable/skills/handoff/SKILL.md · Compact the current conversation into a handoff document for another agent to pick up.
git:20261028.4eb8b2a · audit A · 557 stars
i-have-adhd SKILL.md skill
kunolu/640-skills · sbtd-workflow-onboard/assets/external-skills/stable/skills/i-have-adhd/SKILL.md · Shape output for a reader with ADHD: lead with the next action, number multi-step work, restate state across turns…
git:20261028.4eb8b2a · audit A · 557 stars
impeccable SKILL.md skill
kunolu/640-skills · sbtd-workflow-onboard/assets/external-skills/stable/skills/impeccable/SKILL.md · Use when the user wants to design, redesign, shape, critique, audit, polish, simplify, harden, animate, or otherwise…
v4.8.0 · audit A · 557 stars
ponytail-audit SKILL.md skill
kunolu/640-skills · sbtd-workflow-onboard/assets/external-skills/stable/skills/ponytail-audit/SKILL.md · Quality audit of a whole repo: bugs, security holes, what breaks under real load, risky code without tests, slow paths…
git:20261028.4eb8b2a · audit A · 557 stars
ponytail-debt SKILL.md skill
kunolu/640-skills · sbtd-workflow-onboard/assets/external-skills/stable/skills/ponytail-debt/SKILL.md · List every `shortcut:` comment (and older `ponytail:` ones) as a debt ledger. One-shot report, changes nothing. Use for…
git:20261028.4eb8b2a · audit A · 557 stars

Every file in kunolu/640-skills

Browse by kind, by grade A, or by owner.