experiment SKILL.md skillA

experiment from ariaxhan/kernel-claude is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add ariaxhan/kernel-claude/experiment@git:20260910.20bff72

Pins git:20260910.20bff72 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
ariaxhan/kernel-claude
Path
skills/experiment/SKILL.md
Versions recorded
6
Latest version
git:20260910.20bff72, committed Sep 10, 2026
First version recorded
May 28, 2026
Size
10,075 bytes
Repository stars
14
License
MIT

Rules as hypotheses: falsifiable tests, confidence updates, graduate or kill. Triggers: experiment, hypothesis, prove, test rule, validate methodology, evidence.

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

<skill id="experiment">

<purpose>
Rules without evidence are superstitions. One invocation, no subcommands: the engine
figures out what the hypothesis system needs — seeds, tests, graduates, or kills.

  - No hypotheses? Seeds them from CLAUDE.md.
  - Hypotheses exist? Picks the most uncertain, designs an experiment, runs it.
  - Evidence accumulating? Graduates proven rules, kills disproven ones.
  - Everything tested? Reports and stops.

Rules that survive become convictions. Rules that fail become learnings.
</purpose>

<reference>
Deep patterns, SQL schema, domain design templates, confidence-scoring examples:
skills/experiment/reference/experiment-research.md
</reference>

<skill_load>
always: skills/quality/SKILL.md, skills/build/reference/testing.md
</skill_load>

<on_start>
```bash
agentdb read-start
agentdb emit command "experiment-start" "" '{}'
```
</on_start>

<cycle id="experiment" max_iterations="20">

  <phase id="sense" name="SENSE — Read the State">
    Autonomous entry point. Determine what the system needs.

    ```bash
    agentdb hypothesis list 2>/dev/null
    ```

    Decision tree (no human input needed):
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add ariaxhan/kernel-claude/experiment@sha256:0b53199f3123f7c6

The line at the top of this page pins the label git:20260910.20bff72, 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_qt4lvptbftkbgcro.svg)](https://markdownregistry.com/a/art_qt4lvptbftkbgcro)

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

Versions

The registry has recorded 6 versions of this file, between May 28, 2026 and Sep 10, 2026, about one every 21 days.

versioncommittedcommitsizeaudit
git:20260910.20bff72 latest2026-09-10 20bff72 10,075 BA view · diff
git:20260829.68271442026-08-29 6827144 10,155 BA view · diff
git:20260828.e3ca5142026-08-28 e3ca514 10,145 BA view · diff
git:20260711.c23e6cb2026-07-11 c23e6cb 10,248 BA view · diff
git:20260710.713c75b2026-07-10 713c75b 3,952 BA view · diff
git:20260528.53798292026-05-28 5379829 3,878 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 (10075 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

ariaxhan/kernel-claude · 14 stars · license MIT · pushed 2026-10-19 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_qt4lvptbftkbgcro
GET https://markdownregistry.com/api/v1/resolve?ref=ariaxhan/kernel-claude/experiment
GET https://markdownregistry.com/api/v1/blob/0b53199f3123f7c6c201d76b43b104ba2327af9867f84e83492a167f6a3e43f5

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 ariaxhan/kernel-claude

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