Use when you need an independent second opinion before, during, or after implementation — run challenge, consult, or review mode in a…
Writing effective prompts for OutSystems Mentor (the AI that generates and modifies real OutSystems apps) and driving the mentor_start MCP…
Build, normalize, and audit engineering P2P cabling workbooks from an equipment list, BOM, port plan, and optional rack coordinates.
Simulates the stoic and gritty inner voice from Disco Elysium to help you endure hardships and push through obstacles.
Apply to any non-trivial work, not just bulk work: edits, migrations, analyses, checks.
Apply when you catch yourself writing the same instruction a second time, or notice a recurring correction.
Apply when context is filling up: large outputs, long files, repeated reads, fan-out planning.
Apply when refactoring, evaluating diff size, or tempted to add abstractions, layers, or signal threading.
Apply when writing stateful logic, or when code branches a lot or repeats a shape assumption across files.
Apply when tempted to ask 'should I do X?' on reversible work.
Apply poteto's rigorous engineering workflow to non-trivial coding, investigation, review, migration, and verification tasks.
Reconstruct your recent working context from your own chat history, live state, and the shared record (user reports, prior fixes…
Keep a reviewable decision trail for long-running or unattended work: a TSV log with one row per decision (what, why, evidence, result).
Apply when sequencing an addition, refactor, or rewrite.
Fan out N independent workers, collect their results, and return one report for coverage, races, gauntlets, or exploration.
Drive interactive terminal programs your exec-style shell tool cannot: REPLs, TUIs, pagers, ssh/sudo password prompts, docker exec -it…
Write an implementation plan that a human executes step by step: independently verifiable steps, exact verification commands, changes…
Converts academic paper PDFs and supporting information into self-contained, offline HTML group meeting presentations with deep analytical…
Build a complete Nature-style Chinese PPTX presentation from a scientific paper, preprint, PDF, article text, figure legends, or reading…
Use when someone asks "have we done this before", "how did we do X last time", "any precedent for this", or says "recall" — and…
Manage documents in Paperless-ngx document management system.