Research Sweep
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Council
Convenes a council of orthogonal thinker-lenses (Munger, Taleb, Thiel, plus idea-lenses base-rates and second-order-effects, plus a functional skeptic seat) to pressure-test a decision from multiple perspectives, force disagreement, then synthesize. Stateless three-phase engine: blind parallel reads, a dissent round against the consensus, then a synthesis (where they agree, sharpest live dissent,…
Learn
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Grill Me
Interrogate the user about a plan or design one question at a time, walking the decision tree branch by branch and recommending an answer for each, until every decision is resolved and understanding is shared. User-invoked only via explicit phrases like 'grill me', 'interrogate this plan', 'stress-test this design', or '/grill-me'. Never auto-fires. Distinct from plan mode (explores and proposes)…
Post Update
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Self Improving Agent
Logs corrections, errors, bugs, feature requests, and learnings into a learnings log, then queues a promotion target (a skill's SKILL.md, an agent's SOUL/SCOPE, a rules file) so a future session applies the fix at the source. Invoke when the user (1) corrects behavior or output ('no', 'wrong', 'actually', 'don't do that', 'next time'), (2) reports a bug or unexpected output, (3) requests a capabi…
Commit
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Designing Frontend Uis
Build or improve any frontend UI (component, page, app, dashboard, landing, marketing site) so it does not look like generic AI output. Enforces a brief-read, three dials, and a countable pre-flight gate instead of vague 'be distinctive' advice. Invoke when the user asks to build/create/redesign/improve a web UI, a React/Vue/Svelte component, a page, a dashboard, or an app, or says it 'looks gene…
Dream
Consolidates memory across all layers (the durable memory files, the learnings log, project continuity) by pruning stale entries, merging duplicates, and resolving contradictions. Invoke when the user says 'dream', 'consolidate memory', 'clean up memory', 'merge duplicates', or after a heavy session that produced many similar entries. Different from per-correction capture (memory and the learning…