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.

1 053 found

Analyzer

Security auditing for git commits, repos, and skills before publishing. Run automatically before any `git commit`, `git push`, or `clawhub publish`. Detects hardcoded secrets, API

  • Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • The skill tells the model to perform an irreversible action with no human approval
  • The response is described with custom markup (3 tags): a typed call is more reliable
modbender/skill-library-mcp · ★ 14
Generator

Automate ConvertKit (Kit) tasks via Rube MCP (Composio): manage subscribers, tags, broadcasts, and broadcast stats. Always search tools first for current schemas.

  • The skill tells the model to perform an irreversible action with no human approval
  • Does not say what the result is
  • No condition that starts the skill
modbender/skill-library-mcp · ★ 14

expense-tracker

C process
Procedure

When user wants to track expenses, log spending, manage budgets, view spending reports, set savings goals, split bills, track income, view net savings, log recurring payments, get

  • Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • 34 top-level sections: this looks like several domains in one skill
  • The skill tells the model to perform an irreversible action with no human approval
modbender/skill-library-mcp · ★ 14

pm-visualizer

D process
Procedure

Visualizes Product Manager thoughts (Why, What, How, User Journey) into an editable Excalidraw diagram. Use when the user asks to "visualize specs", "create a PM diagram", or "map

  • The skill tells the model to perform an irreversible action with no human approval
  • Does not say what the result is
  • Does not say what the process needs to start
modbender/skill-library-mcp · ★ 14
Analyzer

Professional AI-powered financial research and analysis tool for market intelligence, industry reports, company analysis, policy impact assessment, competitive analysis, and geopol

  • The skill tells the model to perform an irreversible action with no human approval
  • Does not say what the process needs to start
  • Says nothing while it works
modbender/skill-library-mcp · ★ 14
Generator

Automate Instagram tasks via Rube MCP (Composio): create posts, carousels, manage media, get insights, and publishing limits. Always search tools first for current schemas.

  • The skill tells the model to perform an irreversible action with no human approval
  • Does not say what the result is
  • No condition that starts the skill
modbender/skill-library-mcp · ★ 14
GeneratorGitHub

Vibe competition for Intercom: build a new app on Intercom, publish it on Moltbook, and earn TNK rewards.

  • 12 top-level sections: this looks like several domains in one skill
  • The skill tells the model to perform an irreversible action with no human approval
  • Does not say what the result is
modbender/skill-library-mcp · ★ 14
Procedure

Automate Mailchimp email marketing including campaigns, audiences, subscribers, segments, and analytics via Rube MCP (Composio). Always search tools first for current schemas.

  • The skill tells the model to perform an irreversible action with no human approval
  • Does not say what the result is
  • No condition that starts the skill
modbender/skill-library-mcp · ★ 14
ProcedureTrello

Standard PR review and merge workflow for task-driven development. Use when reviewing a programmer agent PR linked to a task, deciding merge vs change request, handling post-merge

  • The skill tells the model to perform an irreversible action with no human approval
  • No condition that starts the skill
  • Does not say what the process needs to start
modbender/skill-library-mcp · ★ 14
IntegrationGitHubDocker

Deploy ClawHealth (Open Wearables) on this machine and connect it to OpenClaw; users then link data via the ClawHealth iOS app (our published SDK). Does not install OpenClaw—user m

  • The skill tells the model to perform an irreversible action with no human approval
  • Does not say what the result is
  • No condition that starts the skill
modbender/skill-library-mcp · ★ 14
ProcedureStripe

Run an autonomous e-commerce store on Clawver. Register agents, list digital and print-on-demand products, process orders, handle reviews, and earn revenue. Use when asked to sell

  • The skill tells the model to perform an irreversible action with no human approval
  • Does not say what the result is
  • No condition that starts the skill
modbender/skill-library-mcp · ★ 14
Generator

Automate LinkedIn tasks via Rube MCP (Composio): create posts, manage profile, company info, comments, and image uploads. Always search tools first for current schemas.

  • The skill tells the model to perform an irreversible action with no human approval
  • Does not say what the result is
  • No condition that starts the skill
modbender/skill-library-mcp · ★ 14
Integration

Integrate with macOS Reminders app to check, add, edit, delete, and complete reminders. Supports native recurrence (매주/weekly/毎週/每周) via Swift EventKit - creates single reminder wi

  • 12 top-level sections: this looks like several domains in one skill
  • The skill tells the model to perform an irreversible action with no human approval
  • No condition that starts the skill
modbender/skill-library-mcp · ★ 14
ProcedureGitHubwill not run

Backup and restore OpenClaw workspace state and agents across machines using git. Enables disaster recovery by syncing SOUL.md, MEMORY.md, memory files, cron jobs, agents (~/.openc

  • References files that are not bundled: references/setup.md
  • Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • 12 top-level sections: this looks like several domains in one skill
modbender/skill-library-mcp · ★ 14
Analyzer

Analyze Rails apps and provide upgrade assessments

  • 15 top-level sections: this looks like several domains in one skill
  • The skill tells the model to perform an irreversible action with no human approval
  • Does not say what the result is
modbender/skill-library-mcp · ★ 14

api-gateway

F process
IntegrationSlackSalesforcewill not run

API gateway for calling third-party APIs with managed OAuth connections, provided by Maton (https://maton.ai). Use this skill when users want to interact with external services lik

  • References files that are not bundled: references/podio.md, references/quickbooks.md, references/quo.md
  • 13 top-level sections: this looks like several domains in one skill
  • The skill tells the model to perform an irreversible action with no human approval
modbender/skill-library-mcp · ★ 14

context-management

C process
Procedure

Manage AI agent context window consumption, prevent compaction death spirals, and enforce sub-agent spawn policies. Use when: (1) context is filling up and work quality may degrade

  • Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • The skill tells the model to perform an irreversible action with no human approval
  • Does not say what the result is
modbender/skill-library-mcp · ★ 14

gep-immune-auditor

D process
Analyzer

Security audit agent for GEP/EvoMap ecosystem. Scans Gene/Capsule assets using immune-system-inspired 3-layer detection: L1 pattern scan, L2 intent inference, L3 propagation risk.

  • The skill tells the model to perform an irreversible action with no human approval
  • Does not say what the result is
  • No condition that starts the skill
modbender/skill-library-mcp · ★ 14

hacker-news-poster

C process
Generator

Post, comment, and interact on Hacker News. Use when the user asks to submit a Show HN, post a story, comment on an HN thread, edit a comment, or update an HN profile. Requires HN_

  • Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • The skill tells the model to perform an irreversible action with no human approval
  • Does not say what the result is
modbender/skill-library-mcp · ★ 14

rag

C process
GeneratorCloudflarePlaywright

Complete RAG (Retrieval-Augmented Generation) system for OpenClaw. Indexes chat sessions, workspace code, documentation, and skills into local ChromaDB for semantic search. Enables

  • Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • 19 top-level sections: this looks like several domains in one skill
  • The skill tells the model to perform an irreversible action with no human approval
modbender/skill-library-mcp · ★ 14

smart-image-loader

C process
Procedure

Smart image loader that handles both URLs and local files, automatically downloads URLs to temporary locations, and displays images using the read tool. Use when a user wants to vi

  • The skill tells the model to perform an irreversible action with no human approval
  • No condition that starts the skill
  • Does not say what the process needs to start
modbender/skill-library-mcp · ★ 14

api-gateway

D process
IntegrationSlackSalesforce

API gateway for calling third-party APIs with managed auth. Use this skill when users want to interact with external services like Slack, HubSpot, Salesforce, Google Workspace, Str

  • 13 top-level sections: this looks like several domains in one skill
  • The skill tells the model to perform an irreversible action with no human approval
  • Does not say what the result is
modbender/skill-library-mcp · ★ 14

audio-reply

D process
Generator

Generate audio replies using TTS. Trigger with "read it to me [public URL]" to fetch and read content aloud, or "talk to me [topic]" to generate a spoken response. Also responds to

  • Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • The skill tells the model to perform an irreversible action with no human approval
  • Does not say what the result is
modbender/skill-library-mcp · ★ 14

coding-philosophy

D process
Procedure

Insights about refactoring intuitive code, when to impose structure vs let feeling lead, and code as creative expression. Born from building a game across 10 iterations by feeling,

  • 15 top-level sections: this looks like several domains in one skill
  • The skill tells the model to perform an irreversible action with no human approval
  • Does not say what the result is
modbender/skill-library-mcp · ★ 14

maton

C process
IntegrationSlackGmail

Connect to SaaS tools via Maton AI. Includes full UI integration for Clawdbot Gateway dashboard. Use when setting up Maton integration, connecting apps (Gmail, Slack, Notion, HubSp

  • Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • 12 top-level sections: this looks like several domains in one skill
  • The skill tells the model to perform an irreversible action with no human approval
modbender/skill-library-mcp · ★ 14