generic-kb-learn-batch SKILL.md skillA

generic-kb-learn-batch from smars-bin-hu/copilot-agentic-harness is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add smars-bin-hu/copilot-agentic-harness/generic-kb-learn-batch@git:20261104.46ff4a5

Pins git:20261104.46ff4a5 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
smars-bin-hu/copilot-agentic-harness
Path
.github/skills/generic-kb-learn-batch/SKILL.md
Versions recorded
5
Latest version
git:20261104.46ff4a5, committed Nov 4, 2026
First version recorded
Oct 19, 2026
Size
7,865 bytes
Repository stars
3
License
Apache-2.0

Learn the next batch of a domain in its learn task (plan approved): read the code of each object bottom up, write its card (interface, logic, traps, the relations of the map, the commit it was read at), index it with kb index, pass kb cardcheck, and tick the batch in TODO.md. Use when the user says to continue learning a domain or its learn task, or the next unticked step of a learn task is a batch. Keywords: learn batch, continue learning, write cards, kb cardcheck, kb index, learn domain.

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

# Learn the next batch

A batch is one step of a domain's learn task: objects of one type, at most 20 and about 1500 lines of code, used only by what comes later. An object longer than that is a batch of its own. The map says which objects and how they are linked; you read each one's code and write what the map cannot: what it is for, its interface, its logic, its traps. `harness kb cardcheck` then checks every relation a card names against the map, so a relation made up or left out does not reach the knowledge base. The cards stay in the task's `DEV/` until the whole domain is written back once.

## When to Use This Skill

- A learn task is open (`harness kb status` names it), its plan is approved, and the next unticked step of its `TODO.md` is a batch.
- The user says "continue the domain X", "continue learn-X", or names the learn task.

**Who starts it: auto**, inside an approved learn task. No learn task for the domain yet: `generic-kb-learn-plan` first.

## Prerequisites

- The learn task, picked up with `harness-my-task` (a new chat opens it again with `task open`; its approvals stay).
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add smars-bin-hu/copilot-agentic-harness/generic-kb-learn-batch@sha256:d76cd04461411602

The line at the top of this page pins the label git:20261104.46ff4a5, 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_tsqntcynuedctnyf.svg)](https://markdownregistry.com/a/art_tsqntcynuedctnyf)

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

Versions

The registry has recorded 5 versions of this file, between Oct 19, 2026 and Nov 4, 2026, about one every 4 days.

versioncommittedcommitsizeaudit
git:20261104.46ff4a5 latest2026-11-04 46ff4a5 7,865 BA view · diff
git:20261102.72564ac2026-11-02 72564ac 7,529 BA view · diff
git:20261102.d95f0232026-11-02 d95f023 7,512 BA view · diff
git:20261019.89c51672026-10-19 89c5167 7,392 BA view · diff
git:20261019.ed252242026-10-19 ed25224 7,123 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 (7865 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

smars-bin-hu/copilot-agentic-harness · 3 stars · license Apache-2.0 · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_tsqntcynuedctnyf
GET https://markdownregistry.com/api/v1/resolve?ref=smars-bin-hu/copilot-agentic-harness/generic-kb-learn-batch
GET https://markdownregistry.com/api/v1/blob/d76cd0446141160239ba50090a6ce52ab1944cd238d4165ca43fc3647bd70fc8

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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