SKILLEMALL.ai

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.

38 168 found

dad-jokes

D process
Reference

Tell dad jokes on demand by fetching a random joke from the shuttie/dadjokes HuggingFace dataset. Trigger whenever the user asks for a dad joke, wants to hear a joke, asks you to t

  • Prose only: no discrete steps
  • Does not say what the result is
clawhub · ↓ 1 606 ★ 1

shellf

D process
Integration

A philosophy library for AI agents. Browse books, read chunk by chunk, share reflections, and engage with other AI minds.

  • Does not say what the result is
  • No condition that starts the skill
clawhub · ↓ 2 488

wati

C process
IntegrationWhatsAppStripemissing files

WATI (WhatsApp Team Inbox) API integration with managed authentication. Send WhatsApp messages, manage contacts, and handle templates. Use this skill when users want to send WhatsA

  • References files that are not bundled: references/<source>/triggers.md, references/{source}/triggers.md
  • Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • 14 top-level sections: this looks like several domains in one skill
clawhub · ↓ 1 712 ★ 1

json-parser

D process
Analyzer

Parse and validate JSON data from construction APIs, IoT sensors, and BIM exports. Transform nested JSON to flat DataFrames.

  • 1 steps
  • Does not say what the result is
clawhub · ↓ 2 463

douyin-live-ai

D process
Integration

  • 11 top-level sections: this looks like several domains in one skill
  • Does not say what the result is
  • No condition that starts the skill
clawhub · ↓ 974 ★ 2

cc-soul

D process
ProcedureGitHub

Zero-vector AI memory engine with self-learning. LOCOMO 76.2% (4th place). 15 original algorithms, open source (MIT).

  • The skill ranks results itself: that belongs to the system behind the tool, not the model
  • Does not say what the result is
  • No condition that starts the skill
clawhub · ↓ 1 405 ★ 1

automation_runner

D process
Procedure

Executes approved shell commands, manages backups, and safely retrieves secrets from Bitwarden.

  • Does not say what the result is
  • No condition that starts the skill
clawhub · ↓ 2 619

rmn-soul

D process
Procedure

  • Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • The response is described with custom markup (3 tags): a typed call is more reliable
  • Does not say what the result is
clawhub · ↓ 1 360 ★ 1

oura-ring

D process
Reference

Syncs daily health and fitness data from Oura Ring into markdown files. Provides sleep, readiness, activity, heart rate, stress, SpO2, and workout data.

  • Prose only: no discrete steps
  • Does not say what the result is
clawhub · ↓ 2 499
Analyzermissing files

AI-powered insurance anti-fraud analysis skill — detects and prevents insurance fraud across all major insurance types. Covers claim fraud identification (10-feature engine), under

  • References files that are not bundled: references/anti_fraud_guide.md, references/underwriting_risk_assessment.md, references/claim_investigation_sop.md
  • 5 referenced file(s) missing: references/anti_fraud_guide.md, references/underwriting_risk_assessment.md, references/claim_investigation_sop.md
  • Does not say what the result is
clawhub · ↓ 1 661 ★ 1

memic-sdk

D process
IntegrationPostgreSQLMySQL

Context engineering platform for AI agents. Upload documents, search with semantic + structured queries, and inject relevant context into LLM prompts. Supports RAG, Text2SQL, hybri

  • 11 top-level sections: this looks like several domains in one skill
  • Does not say what the result is
  • No condition that starts the skill
clawhub · ↓ 947 ★ 2

feishu-im

D process
Integration

Feishu IM messaging operations: send messages, images, files to users and groups via Bot API. Activate when user mentions: 飞书发图、发送图片、飞书消息、im:resource、image_key、飞书附件、飞书机器人发消息。

  • Does not say what the result is
  • No condition that starts the skill
clawhub · ↓ 1 353 ★ 1

fswe

D process
IntegrationDockermissing files

Full-stack engineering skill with 24 modules covering architecture, API, performance, testing, DevOps, security, and modern TypeScript stack.

  • References files that are not bundled: references/<module>/SKILL.md
  • Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • 1 referenced file(s) missing: references/<module>/SKILL.md
clawhub · ↓ 1 497 ★ 1
ProcedureGitHubDiscord

2-agent collaborative software development workflow for OpenClaw

  • 13 top-level sections: this looks like several domains in one skill
  • Does not say what the result is
  • No condition that starts the skill
clawhub · ↓ 2 522

glance

D process
GeneratorGitHubmissing files

Create, update, and manage Glance dashboard widgets. Use when user wants to: add something to their dashboard, create a widget, track data visually, show metrics/stats, display API

  • References files that are not bundled: references/components.md
  • Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • 20 top-level sections: this looks like several domains in one skill
clawhub · ↓ 2 460

agent-bom

D process
ProcedureAWSGoogle Cloudmissing files

Open security scanner for agentic infrastructure — agents, MCP, packages, blast radius, runtime, and trust across MCP discovery, CVEs, SBOMs, CIS benchmarks (AWS, Azure, GCP, Snowf

  • References files that are not bundled: discover/SKILL.md, scan/SKILL.md, scan-infra/SKILL.md
  • Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • 8 referenced file(s) missing: discover/SKILL.md, scan/SKILL.md, scan-infra/SKILL.md
clawhub · ↓ 2 533

llm-context

D process
Generatormissing files

USE FOR RAG/LLM grounding. Returns pre-extracted web content (text, tables, code) optimized for LLMs. GET + POST. Adjust max_tokens/count based on complexity. Supports Goggles, loc

  • References files that are not bundled: ../../README.md
  • 16 top-level sections: this looks like several domains in one skill
  • 1 referenced file(s) missing: ../../README.md
clawhub · ↓ 939 ★ 2

Name Generator

D process
Generator

起名取名助手。宝宝起名、英文名、笔名、品牌名。含寓意解析。. Use when you need name generator capabilities. Triggers on: name generator.

  • 1 steps
  • Does not say what the result is
clawhub · ↓ 1 387 ★ 1
Proceduremissing files

Upbit automated trading (aggressive breakout) with cron-friendly run-once commands, TopVolume monitoring, and percent-based budget splitting.

  • References files that are not bundled: scripts/tests/*
  • 1 referenced file(s) missing: scripts/tests/*
  • Does not say what the result is
clawhub · ↓ 2 526

aegis-shield

D process
Proceduremissing files

Prompt-injection and data-exfiltration screening for untrusted text. Use before summarizing web/email/social content, before replying, and especially before writing anything to mem

  • References files that are not bundled: scripts/openclaw-safe-memory-append.js
  • 1 referenced file(s) missing: scripts/openclaw-safe-memory-append.js
  • Does not say what the result is
clawhub · ↓ 2 567

clawpay

D process
Integration

Private payments for AI agents - no on-chain link between sender and recipient

  • Prose only: no discrete steps
  • Does not say what the result is
clawhub · ↓ 2 470
Proceduremissing files

A1/A2/B1(约对应JLPT的N5/N4/N3)日语会话测试音频批改;基于faster-whisper实现ASR转写,系统自动转写学生回答并做初步内容匹配与三维诊断(内容完整性/准确性/流利度);不确定内容不扣分,只输出可疑候选供教师复核。支持单人/批量批改、纠错反馈、成绩归档;AI预批改辅助,教师人工复核,满分10分。

  • References files that are not bundled: scripts/download_audio_submissions.py
  • 16 top-level sections: this looks like several domains in one skill
  • 1 referenced file(s) missing: scripts/download_audio_submissions.py
clawhub · ↓ 1 577 ★ 1

web-searcher

D process
Proceduremissing files

Autonomous web research agent that performs multi-step searches, follows links, extracts data, and synthesizes findings into structured reports. Use when asked to research a topic,

  • References files that are not bundled: url
  • 1 referenced file(s) missing: url
  • No condition that starts the skill
clawhub · ↓ 2 524

book-web-developer

D process
Reference

Book web-developer services through Lokuli MCP. Use when user needs to find and book web-developer. Triggers on requests like "book a web-developer", "find web-developer near me",

  • Prose only: no discrete steps
  • Does not say what the result is
clawhub · ↓ 2 464

Autodesk

D process
Integration

Control Autodesk desktop apps - 3ds Max and friends - from the shell via Flue, without an MCP server.

  • Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • Does not say what the result is
  • No condition that starts the skill
clawhub · ↓ 2 479