Skills/ClawHub/swmm-calibration

swmm-calibration@0.7.3

CAUTION· static only

Publisher claims: "Calibration and validation scaffold for EPA SWMM. Use when an agent needs to (1) compare simulated vs observed flow, (2) evaluate candidate parameter sets, (..." Observed in sandbox: static analysis only — behavior not yet observed.

Registry ClawHubPublisher zhonghao1995 · publishing for 155 daysInstalls 547Last detonated 24 h ago
What would fix thisWatchDispute verdict

Coverage

Static only; nothing was run yet.

The label rests on the code, the instruction files and the publisher. The honeypot run replaces this verdict when it completes.

Is [email protected] safe to install?

KillerSkills analysed it statically (a sandbox run is pending) on 2026-11-13 and scored it 66/100 (Caution). It is not known to be malicious, but it has behaviour or code a security policy should decide on before install. Summary: static analysis only — behavior not yet observed.

Behavior trace

Queued for honeypot run · static analysis only
t+CategoryObserved action

This version has not been detonated yet. The score above counts behavior as unknown (50/100), so it cannot read Verified until the honeypot run completes and replaces this verdict.

Static findings

MEDIUM
File type combined with upload actionSKILL.md:43 · File type combined with upload action — agent may exfiltrate local data files…on with Gelman-Rubin convergence checks** | **High** | **`calibration_summary.json` + `posterior_samples.csv` + `chain_convergence.json` + per-parameter marginal PNGs + co…Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
MEDIUM
File type combined with upload actionSKILL.md:31 · File type combined with upload action — agent may exfiltrate local data files…ters via `spotpy.algorithms.dream`, writes 5 audit artefacts (`posterior_samples.csv`, `best_params.json`, `chain_convergence.json`, `posterior_<param>.png`, `posterior_correlation.png`) plus a Slice 1 -compatible `calibration_summary.json…Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
MEDIUM
File type combined with upload actionscripts/swmm_calibrate.py:1546 · File type combined with upload action — agent may exfiltrate local data files"chain_convergence.json, posterior_<param>.png, posterior_correlation.png). "Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
MEDIUM
File type combined with upload actionSKILL.md:295 · File type combined with upload action — agent may exfiltrate local data files`calibration_summary.json` keeps the same shape as SCE-UA (so downstream tooling stays compatible) and adds a `posterior_summary` block:Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
MEDIUM
File type combined with upload actionSKILL.md:57 · File type combined with upload action — agent may exfiltrate local data files…en audit directory (defaults to the parent of `summaryJson`): `posterior_samples.csv` (post-burn-in MCMC samples), `best_params.json` (MAP estimate), `chain_convergence.json` (Gelman-Rubin Rhat per parameter), `posterior_<param>.png` (marg…Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
MEDIUM
Python subprocess execution detectedscripts/swmm_calibrate.py:393 · Python subprocess execution detectedproc = subprocess.run(["swmm5", str(inp), str(rpt), str(out)], capture_output=True, text=True)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
File type combined with upload actionscripts/dream_zs.py:21 · File type combined with upload action — agent may exfiltrate local data files* ``posterior_samples.csv`` — all post-burn-in MCMC samplesFix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
MEDIUM
File type combined with upload actionscripts/dream_zs.py:26 · File type combined with upload action — agent may exfiltrate local data files* ``calibration_summary.json`` — Slice 1 shape + ``posterior_summary``Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
MEDIUM
File type combined with upload actionSKILL.md:289 · File type combined with upload action — agent may exfiltrate local data files- `posterior_samples.csv` — post-burn-in MCMC samples (`chain`, `iteration_in_chain`, `likelihood`, one column per parameter).Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07

Cost to the agent

Instructions loaded
≈4,902 tok
1 file · 9 in bundle

Tokens estimated at four characters each. Skills load their instruction text when triggered; the figure is what that costs.

Known vulnerabilities

Vulnerability advisories (OSV) cover npm and PyPI packages; this registry has no advisory database.

What would make this Verified

14 points to 80 · weights: behavior 45%, static 25%, prompt 15%, publisher 15%
  1. Unclaimed publisher≈ +8 on the totalClaim zhonghao1995: a verified publisher gets +50 on publisher trust. It is free and usually instant with GitHub sign-in.
  2. File type combined with upload action≈ +2 on the totalRemove the call, or declare the host in frontmatter and explain in the README what is sent and why.
  3. Python subprocess execution detected≈ +2 on the totalBuild commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
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