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Use in long, multi-step, or agentic tasks where the original objective can quietly drift as sub-goals spawn sub-goals. Forces periodic re-grounding against the literal original goal. Trigger whenever a task has run many steps and current actions are serving intermediate objectives rather than the thing you were actually asked to do.

Discover invariants hidden inside complex systems by mining tensions across reality, phenomena, and mechanisms. Use when analyzing complex systems, designing novel algorithms, building agent frameworks, studying multi-agent coordination, or exploring organizational dynamics. Not for simple optimization tasks or known-solution problems.

Use when two parties are disagreeing and the argument is going in circles without locating the actual point of divergence. Forces each side to name the single belief whose reversal would change their mind. Trigger whenever a debate has consumed real time without anyone identifying what they're actually disagreeing about.

Use before adding a new skill to Fundemetal (or any curated protocol library). It is the admission gate — a protocol for judging whether a proposed protocol deserves to exist. Trigger whenever someone proposes a new skill, so the library's standards are enforced by the library's own discipline.

Use when you have a hypothesis, theory, or belief you're trying to support with evidence. Forces you to hunt for what would kill it, not just what confirms it. Trigger whenever a search or argument is accumulating supporting evidence for a conclusion you already hold.

Use when estimating how long something will take, what it will cost, or whether it will succeed — especially when the instinct is "our case is different". Forces base rates before exceptions. Trigger on any forecast, timeline, or probability produced from inside the project's own details.

Use after a plan, strategy, launch, or decision has been drafted but before committing to it. Forces the failure to be imagined concretely instead of the success. Trigger whenever a proposal reads as a list of reasons it will work.

Use when generating options, ideas, solutions, or approaches — before evaluating any of them. Forces a quota of genuinely distinct candidates and bans premature judgment. Trigger whenever the first workable idea is starting to monopolize attention.

Uncovers, challenges, and validates hidden assumptions in ideas, plans, and decisions. Helps users excavate implicit beliefs, categorize them by risk and impact, design tests to validate them, build dashboards to track them, and stress-test them under various scenarios.

Systematically applies Charlie Munger's inversion principle to identify failure modes, work backwards from success, and design robust strategies by asking "What would guarantee this fails?" before asking "How to make this succeed?"

A framework for managing paradoxes and polarities that founders face, not solving them. Helps identify tensions, map polarities, diagnose current positions, generate corrective actions, and monitor polarity balance over time.

"The symptom you see is downstream from the structure you built." Systems thinking for founders: map causal loops, find leverage points, trace effects, diagnose delays, and match system archetypes.

Decision framework engine that serves as the central coordination hub for skill selection, context synthesis, and multi-domain problem decomposition. Analyzes user requests and orchestrates appropriate skills to generate optimal solutions.

Helps users rapidly learn any domain and build cross-domain knowledge connections, becoming a "T-shaped" generalist who can connect experts across fields. Use when users need to quickly understand a new field, find cross-domain connections, or build efficient learning paths.

Guides users from vague ideas to clear direction through the "Doubt + Reconstruction" framework, helping users clarify their true needs and establish a clear development roadmap.

Provides comprehensive marketing and growth support for solo entrepreneurs, guiding them from zero to one customer acquisition. Covers customer acquisition strategy, content marketing, conversion optimization, growth hacking, analytics, and brand building. Use this skill when users need marketing guidance, growth strategies, or customer acquisition support.