If you think AI’s analytical and judgment capabilities are inferior to humans, perhaps you have not taught it which tool to use in each situation. Mindthus helps AI Agents discover, define, and solve problems, break down ambiguous problems, deepen thinking toward a goal, and produce more substantial outputs.
This repository also configures its own agents. See what Mindthus tells them →
Skill Claude CodeCodex
Use when a problem is unclear, noisy, repeatedly reworked, or too large to execute directly; also use when a task list looks structured but may not be executable, verifiable, or tied to a falsifiable problem.
Skill Claude CodeCodex
Use when an ambiguous qualitative judgment needs Extreme Deduction and optional Scenario Projection: push variables to extremes, build a structural coordinate system, diagnose malformed propositions, then project concrete scenarios when needed.
Skill Claude CodeCodex
Use when a plausible mainline or strategic direction meets a concrete carrier/proxy, concentrated scarce-resource exposure, or continue/commit/hold/exit/switch decision under path volatility, costs, delays, fragility, or counter-forces; not for method-reference evidence review.
Skill Claude CodeCodex
Use for long-term system-efficiency versus local-advantage direction pressure, especially old paradigm vs scalable system or external system efficiency vs local/internal advantage; when concrete carrier/exposure/path action is also present, use as a support lens with MPG rather than sole owner.
Skill Claude CodeCodex
Use when an AI agent needs an OKR-Runtime: a Mission needs script-driven task state, acceptance evidence, decision hooks, human-in-loop authority, or Mission-relative addition, subtraction, selection, closure, and recovery.
Skill Claude CodeCodex
Use as a value-directed strengthening loop for bounded AI artifacts that need clearer judgment, evidence, trade-offs, handoff, reuse, or action value.
Skill Claude CodeCodex
Use only for fact-sufficient hard-judgment routing among Mindthus lenses; structural, strategic, path, control, artifact, problem-definition, Mission-state, or allocation ambiguity. Never load for an ordinary request lacking facts or resource bounds to compare candidates; ask directly. SRA only after multiple…
Skill Claude CodeCodex
Use for unresolved or misplaced control in agentic systems, including workflows freezing truth, claims exceeding evidence, or unowned semantic choices. Conceptual comparisons alone do not require WAE.
Skill Claude CodeCodex
Use directly when multiple already-judgeable actions or bundles compete for one named scarce resource; choose the current floor and next meaningful tranche. Default Lite; use Full for explicit bundles, multiple resource constraints, fixed thresholds, or major commitments. Do not use with missing comparison…
Skill Claude CodeCodex
Use by default when Mindthus delivers human-facing conclusions, reports, stage results, or progress, and for explicit explanation requests. The current Agent applies clarity, with brief, ELI5, audience, or HTML modes as needed. Preserve source judgment and exact machine formats; keep routine acknowledgements short.
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: