SKILLEMALL.ai

AF swmm-climate

Deterministic rainfall/climate formatting for SWMM. Use when converting timestamped rainfall CSV files into SWMM-ready [TIMESERIES] lines and [RAINGAGES] helper snippets for swmm-builder.

ClawHub Agent Skills author: Zhonghao Zhang v0.7.3 MIT-0 9 files body ≈ 1 715 tokens Open the sourceclawhub.ai analyzed 34 h ago

Deterministic rainfall/climate formatting for SWMM.

As a process F 52/100 · Will not run — References files that are not bundled: scripts/format_rainfall.py, scripts/build_raingage_section.py

GeneratorData and analyticsAI and agentstype and topics are labelled automatically from the skill text
JSON
Technical rating
A
91/100
safety, quality, tests
Safety 60%
100
Quality 40%
78
Run on models
none yet
Process rating
F
52/100
Will not run
References files that are not bundled: scripts/format_rainfall.py, scripts/build_raingage_section.py
Tools and files w 18
0
Failures and branches w 10
0
Progress reporting w 2
0
the three weakest of ten parameters · all ten

How to improve

  1. The text references files that are not there: add them or drop the references.
For the model run — optional
  • Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
  • A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.

Guard findings · 0

✓ No critical or high findings

Files scanned: 0. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: scripts/format_rainfall.py
  • warning missing-ref reference to a missing file: scripts/build_raingage_section.py

Process rating: all ten parameters 52/100

Will not run. References files that are not bundled: scripts/format_rainfall.py, scripts/build_raingage_section.py
  • 0Tools and files. 2 referenced file(s) missing: scripts/format_rainfall.py, scripts/build_raingage_section.py
  • 0Failures and branches. Linear process with no failure handling
  • 0Progress reporting. Says nothing while it works
  • 20When it triggers. No condition that starts the skill
  • 60Result and completion. Output format stated, no completion criterion
  • 70Inputs and preconditions. Inputs and preconditions are listed
  • 100Steps. 36 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 1715 tokens
  • 100Running it twice. No mutating operations

Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.

Quality signals

  • +5Description has no quoted example phrases that should trigger the skill
  • +4Description does not say when NOT to use the skill (false activations)
  • +1No license
  • +2Single-language instructions
  • +3Description length 187: enough signal without eating the budget
  • +4Structure: 15 headings
  • +3Step-by-step instructions: 36 items
  • +3Output format is stated explicitly
  • +4Has examples (7 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 78.

External checks

ClawHub: clean
This skill is a straightforward SWMM rainfall formatting utility that reads user-provided rainfall data and writes user-chosen output files.
LLM: benign (high) · VirusTotal: · 12 Jun 2026