Recover a software debugging effort that is repeating failed fixes, tests, or hypotheses without gaining useful evidence.
Use when the user asks to debug, check, or diagnose a Snakemake pipeline on a remote cluster.
Document debugging sessions with hypothesis tracking and knowledge base
Diagnose MATLAB errors and unexpected behavior via MCP eval.
Use when instrumenting code with runtime logs to test a hypothesis — @dxos/log debug lines captured to app.log (browser), test.log (node…
Use before designing architecture or debugging to check past lessons, and after resolving complex bugs or discovering systemic constraints…
Debugs why session recordings aren't appearing in the local dev environment.
Symptom-to-fix triage for a clinical EHR-automation pipeline, in the format that made it work: every symptom routes to what it means, a…
Debug Output SDK workflow issues. Use when user reports a workflow failing, erroring, hanging, producing wrong results, or asks to debug…
For deception and threats — Section 123 of the German Civil Code (BGB): establishes the legal norm, burden of proof, and counterarguments…
When you have a decision to make and want a structured workflow that picks the load-bearing questions, walks through them, reaches a call…
When to activate: decision frameworks, RAPID, RACI, decision matrix, reversible decisions, pre-mortem, second-order thinking, decision…
Record architectural and design decisions as structured ADR files in docs/decisions/, with auto-indexing and link suggestions to related…
Present options with trade-offs for informed decision-making — use when choosing between approaches
Draft status updates, launch notes, project reports, agendas, retrospectives, and stakeholder comms.
Generate structured decision-making tools — step-by-step guides, bias checkers, scenario explorers, and interactive dashboards.
Evidence-bound multi-agent council for high-stakes decisions.
Updates a presentation with new numbers — quarterly refreshes, earnings updates, comp rolls, rebased market data.
Discrete MCP tools that back the deck-builder agent — theme listing, image generation (gpt-image-2), stock search (Pexels), and Marp…
Decompose long transcripts, dictations, voice-memo exports, brainstorming notes, and exploratory conversations into traceable jobs to be…
Decide where a boundary goes — and whether it earns its keep at all.