SKILLEMALL.ai

BF swmm-end-to-end

Top-level orchestration skill for agentic SWMM modelling. Use when an agent needs one entrypoint that decides which module tools to run, in what order, and when to stop, for example to build, run, QA, and optionally calibrate a SWMM case from prepared or partially prepared inputs.

ClawHub Agent Skills author: Zhonghao Zhang v0.7.3 MIT-0 3 files body ≈ 5 612 tokens Open the sourceclawhub.ai analyzed 2 d ago

Top-level orchestration skill for agentic SWMM modelling.

As a process F 69/100 · Will not run — References files that are not bundled: scripts/real_cases/run_todcreek_minimal.py, templates/city_mapping_raw_shapefile.template.json

GeneratorObsidianAI and agentstype and topics are labelled automatically from the skill text
JSON
Technical rating
B
88/100
safety, quality, tests
Safety 60%
100
Quality 40%
71
Run on models
none yet
Process rating
F
69/100
Will not run
References files that are not bundled: scripts/real_cases/run_todcreek_minimal.py, templates/city_mapping_raw_shapefile.template.json
Tools and files w 18
0
Progress reporting w 2
0
Result and completion w 14
60
the three weakest of ten parameters · all ten

How to improve

  1. The SKILL.md body is over 5,000 tokens: move reference detail into references/ and load it when needed.
  2. 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: 3. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning body-long SKILL.md body ≈ 5612 tokens (recommended < 5000); move details to references/
  • warning missing-ref reference to a missing file: scripts/real_cases/run_todcreek_minimal.py
  • warning missing-ref reference to a missing file: templates/city_mapping_raw_shapefile.template.json

Process rating: all ten parameters 69/100

Will not run. References files that are not bundled: scripts/real_cases/run_todcreek_minimal.py, templates/city_mapping_raw_shapefile.template.json
  • 0Tools and files. 2 referenced file(s) missing: scripts/real_cases/run_todcreek_minimal.py, templates/city_mapping_raw_shapefile.template.json
  • 0Progress reporting. Says nothing while it works
  • 60Result and completion. Output format stated, no completion criterion
  • 70When it triggers. States when to use, but not when not to
  • 70Execution cost. Instruction body is 5612 tokens
  • 100Steps. 232 steps
  • 100Inputs and preconditions. Inputs and preconditions are listed
  • 100Failures and branches. 3 branches, has a failure section
  • 100Consistency. Name and required fields are in place
  • 100Running it twice. Mutating operations check current state
  • low 16 top-level sections: this looks like several domains in one skill
  • low The response is described with custom markup (31 tags): a typed call is more reliable

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 281: enough signal without eating the budget
  • +4Structure: 31 headings
  • +3Step-by-step instructions: 232 items
  • +3Output format is stated explicitly
  • +4Has examples (2 code blocks)
  • +3All 1 scripts are documented

Quality base 70; lint remarks subtract, signals add up to 100. Result: 71.

External checks

ClawHub: clean
This SWMM workflow skill is a coherent modelling orchestrator, but it can run local project tooling and write audit notes outside the run folder unless disabled.
LLM: benign (high) · VirusTotal: · 12 Jun 2026