APSIM SKILL.md skillC
APSIM from lzwei196/kiss-knowledge-infrastructure-for-scientific-simulation is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add lzwei196/kiss-knowledge-infrastructure-for-scientific-simulation/APSIM@git:20261023.e8d0414Pins git:20261023.e8d0414 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- C, 14 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- lzwei196/kiss-knowledge-infrastructure-for-scientific-simulation
- Path
models/APSIM/SKILL.md- Versions recorded
- 7
- Latest version
- git:20261023.e8d0414, committed Oct 23, 2026
- First version recorded
- Apr 13, 2026
- Size
- 33,032 bytes
- Repository stars
- 190
- License
- MIT
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
> **MANDATORY EXECUTION POLICY** — READ BEFORE PROCEEDING > <!-- KI-MAP:BEGIN (projected by generate_skill_map.py — edit the KI, not this table) --> ## KI map — what to read, and when | when you need | read | why | |---|---|---| | FIRST, always | `preflight_check.py` | run it (`python preflight_check.py`): proves env/binary/data are usable and emits a machine-readable `PREFLIGHT_REPORT=` line. Do not debug a run that never had a healthy environment. | | to run the pipeline stages | `tools/` (5 tools) | the executable pipeline. Read each tool's argparse (`--help`) before composing a command; SKILL.md's stage table says which tool serves which stage. | | before running a stage | `docs/s*_*.md` (8 stage docs) | per-stage procedure, verification and traps — the how-to that SKILL.md's overview compresses. | | on ANY error, before debugging | `diagnostics/triplets.yaml` (20 entries) | symptom → diagnosis → remedy for this model's known failure modes. Check here FIRST; the answer usually exists. Never renumber or rewrite entries. | …
Read the whole file at its exact version.
How to install
mdr add lzwei196/kiss-knowledge-infrastructure-for-scientific-simulation/APSIM@sha256:a31a1362944feaa8The line at the top of this page pins the label git:20261023.e8d0414, 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_5cqy3ctr3yfok25u)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between Apr 13, 2026 and Oct 23, 2026, about one every 32 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261023.e8d0414 latest | 2026-10-23 | e8d0414 | 33,032 B | C | view · diff |
| git:20261016.7d2ade9 | 2026-10-16 | 7d2ade9 | 33,159 B | C | view · diff |
| git:20260826.6c18863 | 2026-08-26 | 6c18863 | 32,944 B | C | view · diff |
| git:20260817.6859167 | 2026-08-17 | 6859167 | 24,952 B | A | view · diff |
| git:20260812.18b5865 | 2026-08-12 | 18b5865 | 24,456 B | C | view · diff |
| git:20260414.2b184d0 | 2026-04-14 | 2b184d0 | 20,886 B | C | view · diff |
| git:20260413.8f45bc0 | 2026-04-13 | 8f45bc0 | 20,457 B | C | view |
Audit of the latest version
- fail: Frontmatter block present
- fail: Frontmatter declares a name
- fail: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (33032 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
lzwei196/kiss-knowledge-infrastructure-for-scientific-simulation · 190 stars · license MIT · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_5cqy3ctr3yfok25u GET https://markdownregistry.com/api/v1/resolve?ref=lzwei196/kiss-knowledge-infrastructure-for-scientific-simulation/APSIM GET https://markdownregistry.com/api/v1/blob/a31a1362944feaa811297c317f9b4a8db5eb9444e332d17a005f9ea198707f46
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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