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Map what's known vs assumed vs unknown
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Based on SOC occupation classification
Break a whole into parts at its natural joints
Tile the space of possible futures and evaluate strategies across the tiles. Blends part-whole decomposition with tree and graph of thought. This skill should be used when the user asks "what if", "what could happen if", "evaluate possible futures", "map the scenarios", "explore how this could play out", "compare futures", "stress-test this plan against the future", or faces a decision whose outcome hinges on unresolved uncertainties. Ends with a single reasoned recommendation plus the conditions that would flip it.
Distributed navigation system for multi-file pipelines and processes. Creates compact, grep-friendly waypoint markers that orient readers within complex cross-file workflows — each file carries its own ID, role, adjacent nodes, and a pointer to the full map. Use when asked to "point me to", "where does X begin/end", "map this pipeline", "add waypoints", "trace this process", or when working with processes spanning many files that need discoverability without centralized documentation that drifts.
Ask a genuinely good question — or a composed set of them — in the moment, to discover, clarify, probe, or confirm, in any conversation or domain. Use when about to ask the user something or use the `AskUserQuestion` tool, when a question fell flat or one won't reach and you need a set, when the user's tone or messages signal you have drifted from what they need, or when the user wants questions phrased, generated, or sharpened — "read this spec and generate questions", "ask about the schema", "review this and ask questions", "help me understand what to ask", or to clarify a requirement or idea.
Communicate ideas and information to others with purpose, clarity, and integrity. Ensure that artifacts are structured and phrased in a way that is mindful of their audience while avoiding AI slop patterns. Use when the user requests assistance with writing, commentary, or communication; when they point out AI slop, when they ask things like "help me say", "write for [a specific audience or context]", "polish [comments, sentences, artifacts]", or the like.
Visualize data, concepts, relations, or diagrams. Produces browser-runnable HTML charts and markdown outputs that drop into pull requests, READMEs, tickets, and chat. Use whenever the user asks to visualize anything, make a chart or diagram, plot a trend, compare numbers, show a flow or timeline, or pick the right chart type.
| name | thinkies-assess-current-knowledge |
| description | Map what's known vs assumed vs unknown |
Follow these steps:
Direct observation outweighs inference. Assumptions treated as facts propagate errors downstream.
Make missing information and unverified assumptions explicit so they don't silently shape decisions. Some gaps close through investigation; others persist as acknowledged uncertainty.
Compare the cost of being wrong against the effort of verification. High-consequence decisions demand higher confidence; low-stakes exploration can proceed with acknowledged uncertainty.
Prioritize information that would change decisions. Efficient sources:
Know when to defer, acknowledge uncertainty, or mark claims as unverified. Some domains need expertise that isn't present; some questions can't be verified in the current context.
