936건 · 관련도순
Teacher mode — turn a session recap / article / docs / concept / piece of code / bug into an incremental mini-course with comprehension checks, quizzes, and an auto-saved summary note. Invoke /teach [topic or URL]. Triggers — "explain it like a teacher", "walk me through what we did", "turn this into a lesson", "quiz me", "teach me", "let's learn this together".
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Designs genomics experiments so technical nuisance variation (batch, lane, plate, flow cell, operator, reagent lot, processing day) is balanced against the biological variable of interest and therefore estimable rather than confounded, using constrained sample-to-batch assignment (designit, OSAT), the confounder/mediator/collider distinction, and the principle that no post-hoc correction recovers a fully confounded design. Covers detecting hidden batches with surrogate variable analysis, a decision table for downstream correction (ComBat-seq, RUVSeq, SVA) whose execution is deferred to differential-expression/batch-correction, and reproducibility metadata. Use when assigning samples to sequencing batches/lanes/plates, avoiding batch-condition confounding, deciding whether a design is salvageable by correction, choosing a correction method, or estimating the number of hidden batches. For the experimental unit, randomization, and blocking concepts see experimental-design/randomization-blocking.
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YC Office Hours — product validation for a new product, feature, or side-project concept. Startup mode tests demand; Builder mode develops an unvalidated product idea. Use when the user asks whether something is worth building or has an idea whose problem/value is not yet validated. Proactively suggest when the user describes a new product idea or is exploring whether something is worth building — before any code is written. Use BEFORE a plan exists. For reviewing an existing plan, use /mk:plan-ceo-review.
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Rapidly generate up to 25 distinct ad creative hypotheses for testing. Produces a matrix of angles (pain, benefit, social proof, urgency, curiosity, comparison) x formats (static, carousel hook, UGC-style, bold-text overlay) with headline, visual prompt, and rationale for each, then generates the visuals with any image tool. Use when the user wants "ad variations", "ad concepts", "creative testing batch", "give me 25 ads", or paid-social creative ideation. Part of the Creative Production set.
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Apply or adapt a dual-theme liquid glass UI board for premium dashboards, workspace launchers, settings surfaces, design-system previews, and glossy interface concepts. Use when Codex should build or restyle interface work with frosted translucent panels, aurora glow accents, pill controls, circular glass actions, blurred color blooms, and a polished light-plus-dark material system.
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Record measured or directly seen security-research behavior as cited Observations, classify it against reusable security concepts, and decide whether it remains an observation, becomes a Lead, or supports a Finding. Use after passive analysis, a tool run, a probe, a crash, a timing anomaly, or a user-supplied behavioral report produces noteworthy evidence.
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Safely develop, verify, and document proof-of-concept exploits and payloads for authorized targets inside isolated Workspace Containers. Use when a Hypothesis is well-founded, target authorization covers scope, and each active step will carry a durable approval — for minimal PoCs, impact verification, or reproducible exploit Evidence.
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This skill screens for pregnancy intention in individuals with preexisting diabetes at every reproductive, diabetes, primary care, and urgent care/ER visit when clinically appropriate. Trigger phrases include reproductive planning, preconception care, or pregnancy intention discussion.
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Suggests considering mineralocorticoid receptor antagonists when benefits outweigh risks in pregnant or preconception PA patients with uncontrolled hypertension and hypokalemia. Triggered when standard therapy fails and clinicians ask 'Should I consider MRAs despite pregnancy?' or when assessing risk‑benefit of MRA use.
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The primary tool for code-navigation questions in ANY language (frontend or backend) — walk the structural graph from an entry point (page, route, handler, command, `main`) down through imports to the IO boundary (network call, query, file read). Use this skill, in preference to the Explore agent or global grep, whenever the user asks "where does X come from?", "what API/data populates Y?", "what renders or wraps the Z panel?", "which file for feature F?", "how is this wired up?", or any code-navigation question mapping a UI element, route, or feature concept to source files. Also reverse queries ("what uses /api/foo?", "who consumes this service?"). Keyword search routinely picks up unrelated flows sharing a domain word and produces wrong answers; the walk follows the actual graph. The JS/TS `walk.mjs`/`discover.mjs` are an optional accelerator, not required — the walk is language-agnostic.
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Bootstrap the central system spec at `docs/system/` for a repository that has never had one. Scans the governed surface, proposes a concept map clustered by directory, and materializes elements + shards ONLY after a human confirms that map. Use when adopting the baseline on an existing project, or when the corpus needs re-deriving from scratch. Re-runnable. Requires `memory.architecture_map.enabled` and a declared `governed_surface`.
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Interact with Langfuse and access its documentation. Use when needing to (1) query or modify Langfuse data programmatically via the CLI — traces, prompts, datasets, scores, sessions, and any other API resource, (2) look up Langfuse documentation, concepts, integration guides, or SDK usage, or (3) understand how any Langfuse feature works. This skill covers CLI-based API access (via npx) and multiple documentation retrieval methods.
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Author, revise, review, or organize Open Knowledge Format (OKF) v0.2 knowledge bundles: Markdown concept documents with YAML frontmatter, bundle navigation, provenance, trust, lifecycle, and Attested Computation contracts. Use whenever creating or maintaining an OKF corpus or checking it for OKF compliance.
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Expert-level nuclear energy covering fission reactor physics, reactor types, safety systems, nuclear fuel cycle, waste management, and advanced reactor concepts.
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Use when a component library needs a workshop — one story per concept, JSDoc summaries the manifest can carry, stories run as tests, and an opt-in MCP channel that replaces guessing with querying.
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Writes or edits PHP code — controllers, classes, type hints, SOLID refactors, modern idioms — even without naming PHP. NOT for writing tests (use pest-testing) or explaining PHP concepts.
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Conception pipeline. Détecte le mode (epic/task/bug) selon le type d'issue ou le prompt et invoque les agents appropriés. Usage: /analyse [<issue#>] [<description>]
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Conception pipeline for Codex. Equivalent to the repository's Claude skill: detect epic/task/bug mode, then delegate to the existing repo agents and workflows. Usage: /analyse [<issue#>] [<description>]
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Teach the user a new skill or concept, within this workspace.
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[Process] Use when a developer needs to understand and judge scoped work: a change set, subsystem, decision, plan or concept — flow, rationale, trade-offs, testing. Bugs: investigate --mode=debug; one feature's code flow: investigate.
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Import a GitBook space (company docs, a whitepaper) into an Obsidian vault as linked atomic notes plus a map-of-content, concept links and a RAG reindex. Idempotent re-import supported. Triggers: "/gitbook-import <url>", "import this gitbook", "gitbook to vault".
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Find and merge duplicate or near-duplicate notes anywhere in a vault (rules, concepts, people, leads) with a deterministic scanner and a supersede-not-delete merge policy. Human review before any merge is written. Triggers: "/dedup", "clean up duplicates", "dedupe <folder>".
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Pull new and changed claude.ai web conversations into an Obsidian vault, extract artifacts as first-class notes, concept-link them, and refresh the RAG index and dashboard. Idempotent: curated notes are never overwritten. Triggers: "/claudeai-sync", "pull claude.ai", "grab new claude.ai chats".
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Analyze code for primitive obsession and plan value object extractions around domain concepts, validation, and grouped primitive fields. Use when the user says `/value-objects`, asks for value object refactoring, or runs `/refactor:value-objects`.
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