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BC saas-revenue-leak-hunter

(no description)

ClawHub Hermes author: heroinyan-stack v1.0.0 MIT-0 2 files body ≈ 2 032 tokens Open the sourceclawhub.ai↗ analyzed 2 d ago

Most SaaS founders don't know they're losing 15-30% of potential revenue to preventable leaks: failed payments, poor tier gating, underpricing, manual churn…

As a process C 63/100 · Has gaps — weak spots: inputs and preconditions, consistency, running it twice

ProcedureFinancetype and topics are labelled automatically from the skill text
Runs in: OpenClaw Hermes Agent
JSON
Technical rating
B
75/100
safety, quality, tests
Safety 60%
100
Quality 40%
37
Run on models
none yet
Process rating
C
63/100
Has gaps
Inputs and preconditions w 11
0
Progress reporting w 2
0
Running it twice w 4
30
the three weakest of ten parameters · all ten

How to improve

  1. Add a description to the frontmatter: without it the skill never triggers.
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: 2. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • error description-missing SKILL.md: no `description` — the skill can never trigger
  • note frontmatter-key unknown frontmatter key "trigger_keywords"
  • note frontmatter-key unknown frontmatter key "pricing"

Process rating: all ten parameters 63/100

  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Progress reporting. Says nothing while it works
  • 30Running it twice. 1 mutating operations with no state check
  • 40Consistency. Frontmatter name (saas-revenue-leak-hunter) differs from the folder (saas-revenue-leak-detector)
  • 50When it triggers. States when to use, but not when not to
  • 50Failures and branches. 0 branches, has a failure section
  • 60Result and completion. Output format stated, no completion criterion
  • 100Tools and files. No external tools needed
  • 100Steps. 31 steps
  • 100Execution cost. Instruction body is 2032 tokens

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)
  • +3Description length 0: 120–800 characters recommended
  • +1No license
  • +2Single-language instructions
  • +4Structure: 14 headings
  • +3Step-by-step instructions: 31 items
  • +3Output format is stated explicitly
  • +4Has examples (2 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 37.

External checks

ClawHub: clean
This skill is a disclosed SaaS revenue analysis guide that works from user-provided information and does not install code, access accounts, or persist data.
LLM: benign (high) · VirusTotal: · 13 Aug 2026