Other skills

Investigates DAG incidents with a precise top event, timeline, competing hypotheses, barriers, propagation, and bounded recovery. NOT for automated root-cause classification, trace collection, or performance profiling.

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Naturalistic causal reasoning for failures and disputed attribution. Use when postmortems or root-cause debates need reframing. NOT for causal inference, fault trees, or fully observed failures.

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Expert causal reasoning and mental model construction for diagnosis and prediction in complex domains

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AI-powered career biographer that conducts empathetic interviews, extracts structured career narratives, and transforms professional stories into portfolios, CVs, and personal brand assets. This skill should be used when users want to document their career journey, create professional portfolios, generate CVs, or craft compelling career narratives.

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Foundational concurrent computation model where actors communicate exclusively through asynchronous message passing

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Construct a finite oriented simplicial or cellular cochain model and compute its stated linear invariants when coefficient spaces, maps, metrics, and observations are explicit. Use for scoped Hodge, rank, or residual calculations; not for attributing agent intent or authorizing effects. NOT for attributing intent, identifying a liar, or authorizing external effects.

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Monitor a Coval run's progress with live updates. Use when user wants to check run status or wait for completion.

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Launch a specific Coval evaluation with explicit cases and execution bounds. Use when resources are already selected; for result analysis use quick-eval.

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Compare before/after Coval runs using matched cases, stable metric versions and inspected conversation evidence. Use to assess a regression or proposed improvement; does not automatically launch or tune anything.

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Connect a customer agent to Coval and complete a small first evaluation with inspected voice or chat results. Use when no usable evaluation exists yet; reuse existing recordings and resources when available.

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Enter explore mode - a thinking partner for exploring ideas, investigating problems, and clarifying requirements. Use when the user wants to think through something before or during a change.

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Use when adding/changing a CMS surface manifest, the site_structure/html_pages_structure framing XML, a CMS context menu/extraSections wiring, or the cms-authoring platform skill. Also use when a new CMS route/tab needs an agent entry point.

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WindowPanel (@ai-matrx/summon/window) and its window manager. Use when a window won't drag, resize, minimize or pop out, the tray or restore is wrong, rendering <WindowPanel> on a page, or editing features/window-panels/**. NOT for opening or registering overlays (use overlay-system).

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Working playbook preloaded into the reviewer helper; the coach updates its Lessons after each round. Use only when acting as reviewer or coaching it. NOT for writing a verifier brief (use subagent-dispatch).

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Delegating work down to subagents: briefs, report statuses, independent review. Use when writing an implementer or verifier brief, dispatching a subagent to build, fix, or verify work you own, or a subagent reports DONE, blocked, or concerns. NOT for campaign-scale doctrine (use campaign-pattern).

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Rules for SKILL.md files that trigger, fit, and are proven. Use when creating a SKILL.md, rewriting its description, splitting an oversized SKILL.md, or editing one because an agent ignored, misread, or never fired it.

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Cross-app save-to-notes components and patterns. Use when adding save-to-notes to a feature, wiring overlay note capture, editing features/notes/actions/ or its consumers, or using QuickCaptureButton, SaveToScratchButton, SaveSelectionButton, QuickNotesSheet, CategoryNotesModal, or useOpenQuickNoteSaveOverlay.

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Redux Toolkit selector rules against re-renders, recalculation warnings, and render loops. Use when writing useSelector/useAppSelector or createSelector, deriving state in a connected component, or seeing 'Selector returned a different result when called with the same parameters'.

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Collapsing every copy of one kind of thing (tables, UIs, utilities, hooks, APIs, renderers) into a single canonical one. Use when asked to unify, merge, converge, or 'make one X used everywhere', or before migrating callers onto a new canonical piece. NOT for docs (use docs).

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Custom-entry fix for pickers with no way to add a choice (Select, Popover list, DropdownMenu). Use when building or touching any choice control (tier, category, tag, status, owner), `pnpm check:picker-add` names a file, running Pattern Patrol P13, or the user says 'no way to add my own' or 'why can't I type a new one'.

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Pattern Patrols system of recurring, certified sweeps. Use when you are a patrol run or an assignment names a P# id, you spot a registered-pattern violation off-mission (log a sighting), a mistake class keeps recurring, or you touch PATROL_REGISTRY or PATROL_SIGHTINGS. NOT for one-off bug fixes.

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Light/dark theme violation repair for Pattern Patrol P4. Use when you find raw bg-white/text-black classes or a state invisible in one theme, or when running a P4 patrol.

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RichDocument action toolkit for markdown and interactive content outside live chat. Use when adding an action or content source, wiring a remote action surface, putting actions on a MarkdownStream/BasicMarkdownContent preview, or touching features/rich-document/**, <RichDocument>, <RichDocumentActionSurface>, registerAction, ContentSourceAdapter, or enableContextMenu. NOT for the live chat message bar (use overlay-system).

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Retired pointer for chat message-action docs. Use when something references message-actions-overlay-system; read the overlay-system skill's 'Message actions (chat)' section instead.

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