SKILLEMALL.ai
GitHub ↗ RU Sign in

AF humanize-beagle

Rewrite AI-generated developer text to sound human — fix inflated language, filler, tautological docs, and robotic tone. Use after review-ai-writing identifies issues.

ClawHub Agent Skills author: Kevin Anderson v1.0.2 MIT-0 5 files body ≈ 2 783 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process F 40/100 · Will not run — References files that are not bundled: ../review-ai-writing/SKILL.md, ../docs-style/SKILL.md, references/*.md

GeneratorInfrastructuretype and topics are labelled automatically from the skill text
Runs in: OpenClaw Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) Goose OpenCode
JSON
Technical rating
A
90/100
safety, quality, tests
Safety 60%
100
Quality 40%
76
Run on models
none yet
Process rating
F
40/100
Will not run
References files that are not bundled: ../review-ai-writing/SKILL.md, ../docs-style/SKILL.md, references/*.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. 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: 5. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: ../review-ai-writing/SKILL.md
  • warning missing-ref reference to a missing file: ../docs-style/SKILL.md
  • warning missing-ref reference to a missing file: references/*.md

Process rating: all ten parameters 40/100

Will not run. References files that are not bundled: ../review-ai-writing/SKILL.md, ../docs-style/SKILL.md, references/*.md
  • 0Tools and files. 3 referenced file(s) missing: ../review-ai-writing/SKILL.md, ../docs-style/SKILL.md, references/*.md
  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Progress reporting. Says nothing while it works
  • 20When it triggers. No condition that starts the skill
  • 30Running it twice. 27 mutating operations with no state check
  • 70Failures and branches. 10 branches
  • 100Steps. 77 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 2783 tokens
  • low The response is described with custom markup (3 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)
  • +3Output format is not stated: the model decides each time
  • +1No license
  • +2Single-language instructions
  • +3Description length 167: enough signal without eating the budget
  • +4Structure: 17 headings
  • +3Step-by-step instructions: 77 items
  • +4Has examples (17 code blocks)
  • +4Reference files are cited in the instructions (3 of 3)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 76.

External checks

ClawHub: clean
The skills are coherent maintainer and Convex workflow helpers with powerful but disclosed actions and no evidence of hidden or malicious behavior.
LLM: benign (high) · VirusTotal: · 1 Jun 2026