axiomize SKILL.md skillA
axiomize from furox-art/axiomize is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add furox-art/axiomize/axiomize@git:20260904.e839f37Pins git:20260904.e839f37 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- furox-art/axiomize
- Path
skills/axiomize/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260904.e839f37, committed Sep 4, 2026
- First version recorded
- Aug 24, 2026
- Size
- 11,376 bytes
- Repository stars
- 9
- License
- MIT
Transforms vague ideas, real-world problems and scientific hypotheses into rigorous mathematical models. Clarifies missing mechanisms in plain language, recommends weak/medium/strong depth, builds and compares multiple candidate models, fits and validates them with scientific tools, quantifies uncertainty and sensitivity, produces visualizations and testable hypotheses, and records reproducible runs while keeping extra agent/API consumption under explicit user control. Use when the user wants…
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
# Axiomize: Idea → Rigorous Mathematical Model Turn an idea into multiple testable mathematical models, compare them honestly, validate them with real tools, and state what could make them wrong. Before starting, read and obey: - [adaptive-workflow.md](adaptive-workflow.md) — authoritative interaction, honesty, data, hypothesis, visualization, reproducibility and consumption rules. - [rigor.md](rigor.md) — weak / medium / strong depth ladder. - [archetypes.md](archetypes.md) — canonical model matches. - [first-principles.md](first-principles.md) — novel-mechanism path when no archetype fits. If an older instruction conflicts with `adaptive-workflow.md`, the adaptive workflow wins. ## Phase 0 — Clarify the idea and choose depth Recommend **weak**, **medium**, or **strong** and give one short reason. The user may override it. Clarify the idea before model construction. Extract: - **system boundary** — what is inside/outside the model; - **state** — what changes over time, space or entities; - **inputs/drivers** — what perturbs the system; - **goal** — predict, explain, optimize or control; - **measurable outcome** — what observation tells us whether the model works; …
Read the whole file at its exact version.
How to install
mdr add furox-art/axiomize/axiomize@sha256:2c5abe6074a53569The line at the top of this page pins the label git:20260904.e839f37, 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_wz6fikdp52ciclss)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Aug 24, 2026 and Sep 4, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260904.e839f37 latest | 2026-09-04 | e839f37 | 11,376 B | A | view · diff |
| git:20260903.93d7e34 | 2026-09-03 | 93d7e34 | 11,793 B | A | view · diff |
| git:20260824.ac527d4 | 2026-08-24 | ac527d4 | 11,917 B | A | view · diff |
| git:20260824.a0d14fb | 2026-08-24 | a0d14fb | 11,552 B | A | view · diff |
| git:20260824.b8cdbb0 | 2026-08-24 | b8cdbb0 | 11,192 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 (11376 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
furox-art/axiomize · 9 stars · license MIT · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_wz6fikdp52ciclss GET https://markdownregistry.com/api/v1/resolve?ref=furox-art/axiomize/axiomize GET https://markdownregistry.com/api/v1/blob/2c5abe6074a535699e7e0dcb2cfd7b3a1e8e50d49f7bbac49eb08551704d9868
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.