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Found 8,419 Skills
Test a specific claim with the strongest relevant evidence, distinguish factual disagreement from design trade-offs, and conclude honestly when no supported rebuttal is found.
Experience a source-accessible library or developer tool through outcome-oriented slices before reading its implementation, and report honest coverage and observable findings without repairing or publishing them.
Room/SQLite, DataStore and repository traps: migrations, NOT IN with NULLs, LIKE escaping, delete order, local-time bucketing, imports, caching, paging. Use before writing a query or migration, or when data comes back wrong.
Use when the developer wants the agent to work without approving every write - "tu dong hoan toan", "cu lam het di", "dung hoi tung buoc", "work autonomously", "approve everything for this task", a long build session - or when an apply preview says autopilot is active, paused, expired or not covering a statement. Requests one developer-approved lease, works strictly inside it, stops where it stops, and reports every write it made.
Use when producing the final output a person will read — a chat reply, summary, status update, handoff, or a PR, issue, or commit message — not your private reasoning. Triggers on wrapping up a task or reporting back to the user.
Create a current-state research query plan from a task.
Before starting a nontrivial task, compute how much understanding the work demands and split it into "already understood" vs "learn first". Use when the user invokes /depth-check, asks "what do I need to understand before touching this?", "이거 시작하기 전에 뭘 알아야 해?", "어디까지 파악하고 들어가야 해?", or is about to start work in territory they may not know well. Maps the task's blast radius, grades the depth each area requires, and emits the short list of questions to answer before coding.
Writes posts and breakdowns that open on where the author stands, show the options that lost, give exact numbers and mark every guess as a guess.
Build an entity-relationship link-analysis graph of an investigation — nodes, typed edges carrying source and confidence, aliases, and temporal validity — to expose shared infrastructure, bridging nodes and the real principal behind a frontman. Covers Maltego, Neo4j and Cypher, Gephi, centrality and community detection, and entity resolution. Use when an investigation has outgrown a list and needs a graph, or when asked how a set of people, companies and domains connect. Applies to fraud-ring and shell-network detection, AML and sanctions-evasion analysis, and complex corporate-structure work. Reference at useosint.com/skills/graph-the-network.
Polyglot Clean Architecture governance, dynamic visual workbench companion, policy scaffolding, mailbox refactoring protocols, LLM prompt dossiers, and Model Context Protocol (MCP) diagnostics for Archlens.
Use when symfony doctrine migrations
Generate Xiaohongshu topic ideas that appeal to a fitness coach's local in-person members. Use this when the user says “What should I post today?”, gives only a broad direction such as fat loss, or wants to generate and filter topics in bulk; it reads the coach's activated Personality DNA, local consultation pain points, and the eight topic elements, and labels the four content types. It does not write full copy or teach the coach how to acquire peers as clients.