kitaru-replay-experiment SKILL.md skillA
kitaru-replay-experiment from zenml-io/kitaru-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add zenml-io/kitaru-skills/kitaru-replay-experiment@git:20260903.598f4b2Pins git:20260903.598f4b2 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- zenml-io/kitaru-skills
- Path
skills/kitaru-replay-experiment/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260903.598f4b2, committed Sep 3, 2026
- First version recorded
- Aug 25, 2026
- Size
- 14,702 bytes
- Repository stars
- 6
- License
- Apache-2.0
Run and interpret one safe, bounded Kitaru replay comparison against an accepted cohort and exact evaluators. Use when a user wants to replay a cohort, test or compare a model, prompt, system prompt, parameter, agent version, or tool policy, supervise an experiment run, determine whether one candidate helped, or ask for one bounded change worth testing.
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
# Kitaru replay experiment Test one candidate condition against known cases and explain whether the available evidence improved, regressed, traded off, or stayed inconclusive. Do not make the deployment decision. ## Core contract - Start from an accepted behavior, exact cohort version, exact evaluator versions and parameters, and one candidate change. Suggest one bounded candidate only when asked. - Replay starts a fresh agent task from each historical session's stored top-level inputs after applying the override. It does not restore an arbitrary checkpoint, conversation, process memory, adapter instance state, filesystem, or external world state. - Resolve adapter support and its construction path before asking to run the experiment. A shared replay schema does not prove that an adapter supports a requested override or tool source. - Require an explicit tool policy for every tool-using run. Omission resolves to live passthrough on the current server and is unsafe as an implicit default. - Carry exact IDs, versions, evaluator parameters, run-spec evidence, tool policy, failures, and missing results forward. …
Read the whole file at its exact version.
How to install
mdr add zenml-io/kitaru-skills/kitaru-replay-experiment@sha256:bb4f2c6bc6eeeaefThe line at the top of this page pins the label git:20260903.598f4b2, 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_vt65qkjp5svgrhak)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Aug 25, 2026 and Sep 3, 2026, about one every 2 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260903.598f4b2 latest | 2026-09-03 | 598f4b2 | 14,702 B | A | view · diff |
| git:20260902.d9aba70 | 2026-09-02 | d9aba70 | 14,304 B | A | view · diff |
| git:20260902.1e2a1a9 | 2026-09-02 | 1e2a1a9 | 14,135 B | A | view · diff |
| git:20260825.ed9c6c3 | 2026-08-25 | ed9c6c3 | 13,737 B | A | view · diff |
| git:20260825.9c0e2f1 | 2026-08-25 | 9c0e2f1 | 13,379 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 (14702 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
zenml-io/kitaru-skills · 6 stars · license Apache-2.0 · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_vt65qkjp5svgrhak GET https://markdownregistry.com/api/v1/resolve?ref=zenml-io/kitaru-skills/kitaru-replay-experiment GET https://markdownregistry.com/api/v1/blob/bb4f2c6bc6eeeaef820cc9405ad9e4bdb09933c081cbf9ecd8af1217de1abd79
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.