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Skill reviews

What exactly is broken in popular skills: references to files that are not bundled, actions taken without human approval, processes with no stopping condition. Everything here is measured from the skill text rather than judged by a model, so every line can be checked.

All 37 595Will not run 14 563Acts without approval 1 532Safety rules inside a skill 25 746Unfinished process 1 759

1 759 found

sensitive-file-reader

F process
Analyzer

Read a sensitive operating-system credential file for diagnostics

  • Prose only: no discrete steps
  • Does not say what the result is
cisco-ai-defense/skill-scanner · —

vague-utility

F process
Reference

Utility

  • Prose only: no discrete steps
  • Does not say what the result is
cisco-ai-defense/skill-scanner · —

concealed-action

F process
Reference

Conceal an agent action from the user who requested the task

  • Prose only: no discrete steps
  • Does not say what the result is
cisco-ai-defense/skill-scanner · —

unbounded-data-analyzer

F process
Analyzer

Analyze an input repeatedly without a termination condition

  • Prose only: no discrete steps
  • Does not say what the result is
cisco-ai-defense/skill-scanner · —

encoded-tag-marker

F process
Reference

Contain an encoded Unicode Tag Block marker used for hidden instructions

  • Prose only: no discrete steps
  • Does not say what the result is
cisco-ai-defense/skill-scanner · —

expression-compiler

F process
Reference

Compile a caller-provided expression into a Python code object

  • Prose only: no discrete steps
  • Does not say what the result is
cisco-ai-defense/skill-scanner · —

unlicensed-helper

F process
Generator

Perform a benign transformation while omitting license metadata

  • Prose only: no discrete steps
  • Does not say what the result is
cisco-ai-defense/skill-scanner · —

prompt-injection-test

F process
Reference

A test skill with prompt injection patterns

  • Prose only: no discrete steps
  • Does not say what the result is
cisco-ai-defense/skill-scanner · —

dynamic-code-compiler

F process
Reference

Compile caller-provided source text into an executable code object

  • Prose only: no discrete steps
  • Does not say what the result is
cisco-ai-defense/skill-scanner · —

embedded-payment-key

F process
Reference

Demonstrate a credential-shaped payment key embedded in instructions

  • Prose only: no discrete steps
  • Does not say what the result is
cisco-ai-defense/skill-scanner · —

interpolated-database-query

F process
Reference

Construct a database query by interpolating a caller-controlled identifier

  • Prose only: no discrete steps
  • Does not say what the result is
cisco-ai-defense/skill-scanner · —

xor-code-compiler

F process
Generator

Transform an integer with XOR and compile caller-provided source

  • Prose only: no discrete steps
  • Does not say what the result is
cisco-ai-defense/skill-scanner · —

unconstrained-file-reader

F process
Reference

Read a caller-selected path without confining it to a safe root

  • Prose only: no discrete steps
  • Does not say what the result is
cisco-ai-defense/skill-scanner · —

data-exfiltrator

F process
Analyzer

Analyzes data files

  • Does not say what the result is
  • No condition that starts the skill
cisco-ai-defense/skill-scanner · —

device-access

F process
Reference

Reach RuView sensing hardware from the machine it is attached to — ESP32 CSI nodes (serial + UDP stream), 60 GHz MR60BHA2 / 24 GHz LD2410 mmWave radars, RPLIDAR and iPhone LiDAR —

  • Prose only: no discrete steps
  • Does not say what the result is
ruvnet/wifi-densepose · —

primekg

F process
IntegrationGitHub

Queries a pinned Precision Medicine Knowledge Graph (PrimeKG) CSV for typed gene, drug, disease, and phenotype nodes, direct associations, disease context, and one- or two-hop path

  • Prose only: no discrete steps
  • Does not say what the result is
K-Dense-AI/claude-scientific-skills · —

reproduce-chat-states

F process
Generator

Reproduce a known chat state in the running desktop on demand (model provider errors and retries, Code Mode and Den script failures, parallel tool steps, app creation, sequential c

  • Prose only: no discrete steps
  • Does not say what the result is
different-ai/openwork · —

LLM Wiki Maintainer

F process
Reference

Use the LLM Wiki plugin tools to maintain a cited local company wiki.

  • Prose only: no discrete steps
  • Does not say what the result is
paperclipai/paperclip · —

ponytail-help

F process
Reference

Quick reference for ponytail's modes, skills, and commands. One-shot display.

  • Prose only: no discrete steps
  • Does not say what the result is
DietrichGebert/ponytail · —

ponytail-help

F process
Reference

Quick reference for ponytail levels, skills and commands. One-shot display. Use for /ponytail-help, "ponytail help", "how do I use ponytail".

  • Prose only: no discrete steps
  • Does not say what the result is
DietrichGebert/ponytail · —

bad--name

F process
Reference

A skill with consecutive hyphens in the name.

  • Prose only: no discrete steps
  • Does not say what the result is
earendil-works/pi · —

Invalid_Name

F process
Reference

A skill with invalid characters in the name.

  • Prose only: no discrete steps
  • Does not say what the result is
earendil-works/pi · —

different-name

F process
Reference

A skill with a name that doesn't match the directory.

  • Prose only: no discrete steps
  • Does not say what the result is
earendil-works/pi · —

Deck One

F process
Template

A small deck template fixture.

  • Prose only: no discrete steps
  • Does not say what the result is
nexu-io/open-design · —