kiln-batch-dispatch SKILL.md skillA

This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.

kiln-batch-dispatch from instruktlabs/kiln is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add instruktlabs/kiln/kiln-batch-dispatch@git:20261001.143ecba

Pins git:20261001.143ecba in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
instruktlabs/kiln
Path
skills/kiln-batch-dispatch/SKILL.md
Versions recorded
5
Latest version
git:20261001.143ecba, committed Oct 1, 2026
First version recorded
Sep 5, 2026
Size
2,340 bytes
Repository stars
290
License
MIT

Run requested Kiln asset batches or compare coding-agent harnesses and models in isolated workspaces. Use for repeatable trials, source-reference workflow checks, and distinguishing provider, tool, and asset-quality failures.

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

# Run comparable asset trials

Use the user's requested harness and exact model identifier. Verify what the provider actually ran; do not silently substitute a default or older model.

1. Create a fresh workspace for each candidate using [clean-room evaluation](references/clean-room-evaluation.md). A named Kiln project is optional; use matching project configuration only when the trial calls for it. Keep the engine checkout and example collection outside the agent's task context.
2. Give each candidate the same brief, installed skills, image budget, time limit, and starting asset where applicable. Record inherited tools, instructions, memory, and permissions.
3. Verify tool access and actual image delivery with one small run before dispatching a batch. Model vision support and harness image forwarding are separate checks.
4. Exercise the whole revision loop: render source once, use the returned `programRef`, read a source window, edit an exact anchor, inspect a part, and export the same revision. Check that later calls do not resend the program and that unrelated source survives the edit.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add instruktlabs/kiln/kiln-batch-dispatch@sha256:aff6792c5ae1d4ed

The line at the top of this page pins the label git:20261001.143ecba, 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_3annmkjxqq3mg63m.svg)](https://markdownregistry.com/a/art_3annmkjxqq3mg63m)

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

Versions

The registry has recorded 5 versions of this file, between Sep 5, 2026 and Oct 1, 2026, about one every 7 days.

versioncommittedcommitsizeaudit
git:20261001.143ecba latest2026-10-01 143ecba 2,340 BA view · diff
git:20260923.c92d3612026-09-23 c92d361 2,090 BA view · diff
git:20260912.1c1abe82026-09-12 1c1abe8 2,053 BA view · diff
git:20260905.b2eff762026-09-05 b2eff76 2,073 BA view · diff
git:20260905.2d832ea2026-09-05 2d832ea 9,739 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 (2340 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

instruktlabs/kiln · 290 stars · license MIT · pushed 2026-10-22 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_3annmkjxqq3mg63m
GET https://markdownregistry.com/api/v1/resolve?ref=instruktlabs/kiln/kiln-batch-dispatch
GET https://markdownregistry.com/api/v1/blob/aff6792c5ae1d4ed980384e7830b330a8f55341964889f7b6eafd8d8c51e291c

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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Every file in instruktlabs/kiln

Other files named kiln-batch-dispatch

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