experiment SKILL.md skillA
experiment from ohm41321/luciazero is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ohm41321/luciazero/experiment@git:20260820.35b5e3ePins git:20260820.35b5e3e in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ohm41321/luciazero
- Path
skills/experiment/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260820.35b5e3e, committed Aug 20, 2026
- First version recorded
- Aug 10, 2026
- Size
- 1,740 bytes
- Repository stars
- 6
- License
- MIT
Measure performance or tuning changes with a baseline, controlled comparison, correctness check, and recorded verdict. Use for speed, memory, latency, size, "ทดลอง", or any claim that one approach is better. Not for correctness bugs.
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
# Experiment — no claim without a measurement Optimization needs numbers; null results get recorded too. ## 1. Define the metric before touching code Choose one command that prints the number: runtime, RSS, latency, size, or count. Decide **now** what improvement would count, before seeing results. If no metric command exists, build it first. ## 2. Baseline Run at least 3 times and record all values, not only the mean. Pin what you can: seed, input, cache state, and environment; state what remains uncontrolled. Correctness verify must be green before and after. ## 3. One variable per experiment Change one thing. Multiple changes make the result uninterpretable. ## 4. Measure again Use the Same command, same repetitions, same conditions. A result must beat the baseline spread; Inside the noise = **null result**. ## 5. Verdict and record Follow the repository's existing experiment log; otherwise create and append to `docs/experiments.md`: ``` ## <date> — <hypothesis> change: <one variable> baseline: <all values> | result: <all values> verdict: WIN <n%> | NULL (inside noise) | LOSS decision: <kept or reverted + reason> ``` …
Read the whole file at its exact version.
How to install
mdr add ohm41321/luciazero/experiment@sha256:8ccb5a9a052ca88aThe line at the top of this page pins the label git:20260820.35b5e3e, 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_3x2ahcw5cpjbaghv)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Aug 10, 2026 and Aug 20, 2026, about one every 5 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260820.35b5e3e latest | 2026-08-20 | 35b5e3e | 1,740 B | A | view · diff |
| git:20260816.a197bdc | 2026-08-16 | a197bdc | 2,542 B | A | view · diff |
| git:20260810.c08635e | 2026-08-10 | c08635e | 2,606 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 (1740 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
ohm41321/luciazero · 6 stars · license MIT · pushed 2026-10-11 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3x2ahcw5cpjbaghv GET https://markdownregistry.com/api/v1/resolve?ref=ohm41321/luciazero/experiment GET https://markdownregistry.com/api/v1/blob/8ccb5a9a052ca88a557aae0ca652511ed713594a406c27cb2f4cbfc78389e4c4
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 ohm41321/luciazero
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