swmm-calibration SKILL.md skillA
swmm-calibration from zhonghao1995/agentic-swmm-workflow is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add zhonghao1995/agentic-swmm-workflow/swmm-calibration@git:20260711.0e57f32Pins git:20260711.0e57f32 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- zhonghao1995/agentic-swmm-workflow
- Path
skills/swmm-calibration/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260711.0e57f32, committed Jul 11, 2026
- First version recorded
- May 14, 2026
- Size
- 21,225 bytes
- Repository stars
- 31
- License
- MIT
Calibration and validation scaffold for EPA SWMM. Use when an agent needs to (1) compare simulated vs observed flow, (2) evaluate candidate parameter sets, (3) rank explicit candidates by an objective, (4) run a bounded random / LHS / adaptive search for the best-fitting parameters, (5) run a publication-grade SCE-UA calibration with KGE as the primary objective and (r, alpha, beta) decomposition reported, or (6) run a DREAM-ZS Bayesian calibration producing a posterior over parameters with…
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
# SWMM Calibration / Validation Part of [Agentic SWMM](https://github.com/Zhonghao1995/agentic-swmm-workflow) — install the project first for the executable toolchain (aiswmm CLI, SWMM solver, MCP servers). ## CLI verb: aiswmm calibrate (real engine) Since ADR-0005 the top-level verb drives this skill's SCE-UA engine directly: ``` aiswmm calibrate --inp model.inp --observed-csv observed.csv \ --patch-map examples/calibration/patch_map.json \ --run-id calib_001 --total-iters 200 \ --param pct_imperv_s1=20,70 --run-dir runs/agent/calib_001 --progress ``` Contract highlights: - **Units**: observed values MUST be in the same units as the SWMM output attribute selected by `--node`/`--attr`. There is no conversion layer; a greater-than-100x median magnitude mismatch between the best trial and the observed series triggers a loud `UNITS MISMATCH` warning (stderr + summary) to catch L/s vs m3/s style errors. - **Parameters**: `--param name=low,high` supplies search bounds only; every name must exist in the `--patch-map` file (the sole parameter-definition contract). Unknown names fail fast and list what IS available. …
Read the whole file at its exact version.
How to install
mdr add zhonghao1995/agentic-swmm-workflow/swmm-calibration@sha256:5db89c55949fd080The line at the top of this page pins the label git:20260711.0e57f32, 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_etqs2iozy6rcwdnm)
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Versions
The registry has recorded 5 versions of this file, between May 14, 2026 and Jul 11, 2026, about one every 14 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260711.0e57f32 latest | 2026-07-11 | 0e57f32 | 21,225 B | A | view · diff |
| git:20260711.403b6e3 | 2026-07-11 | 403b6e3 | 21,237 B | A | view · diff |
| git:20260612.9aca7f3 | 2026-06-12 | 9aca7f3 | 19,661 B | A | view · diff |
| git:20260609.399e1d7 | 2026-06-09 | 399e1d7 | 19,483 B | A | view · diff |
| git:20260514.fce0241 | 2026-05-14 | fce0241 | 19,489 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 (21225 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
zhonghao1995/agentic-swmm-workflow · 31 stars · license MIT · pushed 2026-10-28 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_etqs2iozy6rcwdnm GET https://markdownregistry.com/api/v1/resolve?ref=zhonghao1995/agentic-swmm-workflow/swmm-calibration GET https://markdownregistry.com/api/v1/blob/5db89c55949fd0808c04549c05f7c649c80c04d2fbfadc3120dd3d8a09640c08
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