SKILLEMALL.ai

AD apa7-reference-helper

Format, audit, and polish academic references in APA 7th style, including in-text citations, DOI/URL cleanup, and correction tables for student papers.

ClawHub Agent Skills author: MIA956 v1.0.0 MIT-0 6 files · 1 script body ≈ 1 185 tokens Open the sourceclawhub.ai analyzed 2 d ago

Format, audit, and polish academic references in APA 7th style, including in-text citations, DOI/URL cleanup, and correction tables for student papers.

As a process D 49/100 · Unfinished process — weak spots: result and completion, inputs and preconditions, failures and branches

AnalyzerResearchtype and topics are labelled automatically from the skill text
JSON
Technical rating
A
90/100
safety, quality, tests
Safety 60%
100
Quality 40%
75
Run on models
none yet
Process rating
D
49/100
Unfinished process
Result and completion w 14
0
Inputs and preconditions w 11
0
Failures and branches w 10
0
the three weakest of ten parameters · all ten

How to improve

  1. Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
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: 5. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning description-no-when description does not say WHEN to use the skill (no "use when")

Process rating: all ten parameters 49/100

  • 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
  • 40Consistency. Frontmatter name (apa7-reference-helper) differs from the folder (apa7-reference-helper-mia956)
  • 60Tools and files. Uses tools (python) that frontmatter does not declare
  • 85Steps. 38 steps, 1 vague phrases
  • 100When it triggers. States when to use and when not to
  • 100Execution cost. Instruction body is 1185 tokens
  • 100Running it twice. Mutating operations check current state
  • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing

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
  • +1No license
  • +2Single-language instructions
  • +3Description length 151: enough signal without eating the budget
  • +4Structure: 13 headings
  • +3Step-by-step instructions: 38 items
  • +4Has examples (2 code blocks)
  • +3All 1 scripts are documented

Quality base 70; lint remarks subtract, signals add up to 100. Result: 75.

External checks

ClawHub: clean
This is a coherent APA 7 reference-formatting skill with a small local checker script and no evidence of hidden data access, persistence, or network behavior.
LLM: benign (high) · VirusTotal: · 6 Jun 2026