SKILLEMALL.ai
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CF plotly

Interactive visualization library. Use when you need hover info, zoom, pan, or web-embeddable charts. Best for dashboards, exploratory analysis, and presentations. For static publication figures use matplotlib or scientific-visualization.

synthetic-sciences/OpenScience Hermes author: synthetic-sciences Apache-2.0 6 files body ≈ 1 716 tokens Open the sourcegithub.com↗ analyzed 5 d ago

Interactive visualization library.

As a process F 30/100 · No process to follow — References files that are not bundled: reference/plotly-express.md, reference/graph-objects.md, reference/chart-types.md

ProcedureData and analyticstype and topics are labelled automatically from the skill text
Runs in: Hermes Agent
JSON
Technical rating
C
88/100
safety, quality, tests
Safety 60%
100
Quality 40%
70
Run on models
none yet
Process rating
F
30/100
No process to follow
References files that are not bundled: reference/plotly-express.md, reference/graph-objects.md, reference/chart-types.md
Tools and files w 18
0
Result and completion w 14
0
Inputs and preconditions w 11
0
the three weakest of ten parameters · all ten

How to improve

  1. For Hermes the description must be one sentence under 60 characters; move the conditions to a "When to Use" section.
  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: 6. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning description-long-hermes description is 238 chars; the Hermes authoring standard requires ≤ 60 (one sentence, ending with a period)
  • warning missing-ref reference to a missing file: reference/plotly-express.md
  • warning missing-ref reference to a missing file: reference/graph-objects.md
  • warning missing-ref reference to a missing file: reference/chart-types.md
  • warning missing-ref reference to a missing file: reference/layouts-styling.md
  • warning missing-ref reference to a missing file: reference/export-interactivity.md
  • note frontmatter-key unknown frontmatter key "dependencies"

Process rating: all ten parameters 30/100

Will not run. References files that are not bundled: reference/plotly-express.md, reference/graph-objects.md, reference/chart-types.md
  • 0Tools and files. 5 referenced file(s) missing: reference/plotly-express.md, reference/graph-objects.md, reference/chart-types.md
  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 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
  • 30Running it twice. 2 mutating operations with no state check
  • 85Steps. 29 steps, 1 vague phrases
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 1716 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)
  • +3Output format is not stated: the model decides each time
  • +2Single-language instructions
  • +3Description length 238: enough signal without eating the budget
  • +4Structure: 18 headings
  • +3Step-by-step instructions: 29 items
  • +4Has examples (15 code blocks)
  • +4Reference files are cited in the instructions (5 of 5)
  • +1License stated

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