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Observe the user's screen via screenpipe, detect repeated research workflows, match them against existing scientific-agent-skills, and draft new skills (or composition recipes that chain existing ones) for the patterns not yet covered. Use when the user asks to analyze their recent work and propose skills based on what they actually do. Requires the screenpipe daemon (https://github.com/screenpipe/screenpipe) running locally on port 3030 — the skill has no other data source and will refuse to run if screenpipe is unreachable. All detection runs locally; only redacted cluster summaries reach the LLM.

日本語の概要は準備中です。原文の説明を表示しています。

Session-scoped edit restriction: blocks Edit/Write outside an allowed path, to scope changes to one module or prevent unrelated fixes. NOT for blocking destructive shell commands (mk:careful).

日本語の概要は準備中です。原文の説明を表示しています。

Use when a plan directory (plan.md + phase-*.md) needs a visual review. By DEFAULT this drives the STRUCTURED visual-plan artifact (visual-plan/plan.json) via the mewkit visual-plan CLI — generate if absent, validate, open the local studio (view/edit), and export plan.html from the approved artifact. Pass --static for the legacy prompt-only single-file plan.html template render. Triggers on "render this plan", "visualize the plan", "open the plan studio", "make a shareable plan page", "plan.html". This is the canonical owner of plan-as-visual-review. NOT for plan critique or scope review (see mk:plan-ceo-review / mk:validate-plan), NOT for generic code/diagram/diff visuals (see mk:preview), NOT for live media generation (see mk:multimodal).

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Serve any markdown file or directory as a calm, book-like reader via a local HTTP server (127.0.0.1 only). Best for long-form documents — RFCs, runbooks, design docs, plan files — where comfortable in-browser reading matters. Supports Mermaid diagrams, dark/light mode, plan navigation sidebar, and keyboard shortcuts. Requires explicit start and stop lifecycle.

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Use RoutIR — call a running endpoint with the client, stand up a local server that mixes locally-hosted services with services proxied from a remote master server, and extend RoutIR with new bi-encoders, rerankers, and document collections by writing a small config (and optionally one Python file referenced via `file_imports`). No checkout of the routir source is required.

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Search cloud memory backup when local results are insufficient. Use when memory_search returns few/no results for a topic you know was discussed before. Cloud preserves everything - even memories that were deleted or compacted locally.

日本語の概要は準備中です。原文の説明を表示しています。

Scientific model and eval tuning loop for prompt/skill/system-prompt changes, model configuration, runtime options, and local/Ollama model sizing or environment variables. Use when tuning eval performance, comparing local or remote models, improving tool-use behavior, reducing timeouts/loops, or deciding whether an eval optimization is worth keeping.

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Apply when creating, modifying, or reviewing any Rembric agent plugin. Triggers on changes under `apps/plugin/`, on new clients added alongside Claude Code / Codex CLI / Hermes Agent / opencode / Pi, on edits to `apps/plugin/mcp-bridge/`, `apps/plugin/bin/rembric-plugin-core.mjs`, per-client manifest changes, or plugin install/uninstall scripts. End-to-end validation against a local dev server (`pnpm run dev`, host Next.js on :3000) is mandatory whenever local testing is feasible.

日本語の概要は準備中です。原文の説明を表示しています。

This skill should be used when the user asks about "plugin settings", "store plugin configuration", "user-configurable plugin", ".local.md files", "plugin state files", "read YAML frontmatter", "per-project plugin settings", or wants to make plugin behavior configurable. Documents the .claude/plugin-name.local.md pattern for storing plugin-specific configuration with YAML frontmatter and markdown content.

日本語の概要は準備中です。原文の説明を表示しています。

Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the `cacheComponents` flag, work through a flood of blocking-prerender / instant validation errors, run the `cache-components-instant-false` codemod, or decide between opting routes out with `export const instant = false` and fixing them in place.

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This skill recommends against initiating puberty blocking or gender-affirming hormone treatment in prepubertal children diagnosed with gender dysphoria or gender incongruence. Clinical triggers include a young child presenting with GD/gender incongruence and caregivers or clinicians considering hormone intervention.

日本語の概要は準備中です。原文の説明を表示しています。

This skill suggests medical therapy to block aberrant hormone receptors for bilateral macronodular adrenal hyperplasia (BMAH) when surgery is not preferred or feasible. Consider this approach in patients with confirmed BMAH and evidence of aberrant hormone receptor expression (e.g., GIP, LH/hCG, serotonin) driving cortisol excess.

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This skill recommends localizing and resecting ectopic ACTH-secreting tumors with node dissection when ectopic ACTH secretion is suspected or confirmed. Clinical triggers include unexplained persistent hypercortisolism after pituitary surgery, elevated ACTH with negative pituitary MRI, or identification of occult ectopic ACTH syndrome (EAS) on biochemical testing.

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Suggests a trial of dehydroepiandrosterone (DHEA) replacement in women with primary adrenal insufficiency (PAI) who report low libido, depressive symptoms, and/or low energy levels despite otherwise optimized glucocorticoid and mineralocorticoid replacement. Consider when a woman with PAI presents with persistent low libido, depressive symptoms, and/or low energy levels after glucocorticoid and mineralocorticoid doses have been titrated to clinical targets.

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This skill outlines monitoring of mineralocorticoid replacement in primary adrenal insufficiency, focusing on clinical assessment of salt craving, postural hypotension, or edema alongside serum electrolyte measurements. It is initiated when evaluating patients on fludrocortisone therapy to ensure adequate dosing and avoid over- or under-replacement.

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This skill recommends simultaneous measurement of plasma renin and aldosterone in patients with primary adrenal insufficiency (PAI) to determine the presence of mineralocorticoid deficiency. It is triggered when assessing for mineralocorticoid deficiency in PAI, such as in patients with unexplained hyponatremia, hyperkalemia, or salt craving despite glucocorticoid replacement.

日本語の概要は準備中です。原文の説明を表示しています。

Oracle-bound spec-review check that every structured Rollout prerequisite binds to an enforcement-type acceptance criterion. A prerequisite whose `enforced-by` is missing, dangling, or points at a non-enforcement AC is a BLOCKER (hard-blocks implementation entry via the checker fan-out verdict); a prerequisite left in free prose is ADVISORY. Read-only. Runs in the spec-review fan-out before implementation.

日本語の概要は準備中です。原文の説明を表示しています。

Sets up an `## Agent skills` block in AGENTS.md/CLAUDE.md and `docs/agents/` so the engineering skills know this repo's issue tracker (GitHub or local markdown), triage label vocabulary, and domain doc layout. Run before first use of `to-issues`, `to-prd`, `triage`, `diagnose`, `tdd`, `improve-codebase-architecture`, or `zoom-out` — or if those skills appear to be missing context about the issue tracker, triage labels, or domain docs.

日本語の概要は準備中です。原文の説明を表示しています。

Set up Claude Code hooks to block dangerous git commands (push, reset --hard, clean, branch -D, etc.) before they execute. Use when user wants to prevent destructive git operations, add git safety hooks, or block git push/reset in Claude Code.

日本語の概要は準備中です。原文の説明を表示しています。

Run local AI services on Windows — port binding, firewall, WSL2 networking, and common pitfalls.

日本語の概要は準備中です。原文の説明を表示しています。

Track a shared contact's location via Apple Find.

日本語の概要は準備中です。原文の説明を表示しています。

Control Bambu Lab 3D printers locally via MQTT.

日本語の概要は準備中です。原文の説明を表示しています。

Control Apple Find My app via Peekaboo to locate people, devices, and items (AirTags)

日本語の概要は準備中です。原文の説明を表示しています。

Expert-level control systems engineering covering feedback control, PID design, root locus, frequency domain methods, state-space design, and digital control.

日本語の概要は準備中です。原文の説明を表示しています。