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概要と使いどころ
Turn a fix you made for a whole class of bugs into help for others: reverse-search GitHub for people hitting the same symptom, pick the 3-5 best live threads and post one tailored answer or gist each, no copy-paste fan-out. Use after a verified class fix. Triggers: /share-fix, /sf, share the fix.
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Open-source one slice of a private system: take a component, sanitize it, run a leak-scan as a hard gate, publish to GitHub, then changelog, roadmap and tag on cadence, then the content wave. Publishing without passing the leak-scan is forbidden. Triggers: "/release-slice <piece>", "ship the next slice".
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。
Close a work session properly: reconcile it against the wider collaboration, inventory what was actually built from git log and recently-touched files, summarize the arc, classify each artifact as keep, one-off or promote-to-permanent, route the durable ones to memory, canon or a new skill, save the retro as a vault note, and hand back an enriched /compact block so working memory shrinks without losing the thread. Triggers: "/retro", "/rr", "wrap up the session".
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Answer 'what happened on that day' instantly from a daily ledger that night robots assemble from free traces (git commits, session logs, vault writes, bus messages), with zero LLM tokens spent on retrieval. Use when asked what was done yesterday, on a given date or during a week. Triggers: /ledger, what did we do yesterday, what happened on <date>, show the day, daily summary.
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。
Дверь к банку шуток Майкрофта: подобрать строку раскрытия/ответку/гэг под конкретный текст и канал. Триггеры: '/mycroft-joke', '/mj', 'шутка майкрофта', 'смешное раскрытие', 'ответь хеклеру', а также САМ — каждый раз, когда пишу исходящее от лица Майкрофта (ФА, личка, GitHub-треды, комменты) и ставлю строку раскрытия §3.3: сухая плашка = дефект, строка берётся из банка
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。
Answer reviewers on your own pull requests in other people's repos: find threads where the ball is on your side, tell humans from bots, do exactly what was asked and reply with evidence. Use at the start of any GitHub session or on a new-review alert. Triggers: /pr-reply, /prr, answer the reviewers, who is waiting on us.
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。
- СОРСИНГ ПОД РЕЙЗ в два трека: инвесторы из нашего VC-графа (leads.db) и покупатели-пилоты, найденные ПО СИМПТОМУ в интернете (GitHub issues, Hacker News, X, наши же репозитории, клуб СОСТАВ). Триггеры: “/raise-sourcing“, “/sourcing“, “собери список инвесторов“, “кому питчить“, “найди покупателей“, “добери лидов под рейз“, “кого звать в пилот“, “обнови стол сорсинга“, “raise sourcing“
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。
Write an evergreen teaching longform for non-technical readers built from your own real material (systems you run, dated failures, numbers), structured as a stitched lesson that can live as a blog post, a GitHub guide hub and a newsletter issue. Use when turning lived engineering experience into a durable how-to. Triggers: /guide, make a guide, build a lesson, evergreen guide.
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。
Finds free backlink and brand mention opportunities across Hacker News, Quora, GitHub, directories, and niche communities. Outputs a prioritized action plan with draft responses ready to post. Use after brand research and content creation to amplify reach and AI engine citations.
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。
Build a dashboard from idea to live link in one pass: create the visualization, file it in one shared catalog, cross-link it with the others, publish to GitHub Pages and return the working URL right away. Use when results carry more than one fact to decide on. Triggers: /dash, build a dashboard, show it visually, publish the dashboard, give me the dashboard link.
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。
After shipping a repo, release or feature, find who on GitHub actually needs it: search issues, discussions and catalogs for the symptom, rank live threads and draft one precise reply per consumer. Use right after any artifact goes public. Triggers: /consumer-hunt, /ch, find consumers, where to submit.
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。
Map repository structure, likely tests, git state, and write scope before edits. Use when asked for repo mapping, blast radius, file inventory, or change planning.
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。
Produce publication-style figures from MIKE+ .res1d results via the mike-plus MCP server — a stacked rainfall-runoff hydrograph, a single time series, a network map, a baseline-vs-scenario overlay, or a longitudinal profile (bed / crown / ground / max water level along a pipe string), in the house style (Arial 12, ticks inward, SI units, no title). Use when an agent must render MIKE+ results as a PNG without opening the GUI. No license required.
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。
Implements and reviews push and local notification lifecycles across Flutter, Android, iOS, React Native and Kotlin Multiplatform. Use for FCM/APNs or Expo delivery, token rotation, notification permissions and channels, account bindings, duplicate messages and cold-start tap navigation. Git push and observability alerts are outside this skill.
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。
Operational guide for integrating the NV oOS Complete purchase flow (vendor checkout API client) into standalone WordPress plugins — docs-hub 0.5.3 (stack added in PR #6963, shipped 0.5.2 → 0.5.3) and nvoos-content-graph 1.0.10 (live). Covers the vendor API contract (session/verify/health, nvoos-oos-complete product, 424/502 error passthrough), the five-class client stack (config, vendor client, license store, installer, REST controller), the purchase-modal JS/CSS port recipe (class-prefix rename, keep-the-JS-identical trick), wp.org commerce compliance (External Services disclosure, WPORG-REVIEW-COMMERCE-NOTES.md, js.stripe.com service exception), and the checkout test conventions (direct controller calls, pi_ fixture rules, zero-HTTP assertions). Use when adding the Get NV oOS Complete upsell/checkout to a plugin, porting the commerce stack to a new standalone plugin, extending the purchase flow, or debugging a checkout integration.
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。
Operational guide for the NV oOS Content Graph ↔ Pro SPA surface — the
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。
Operational guide for the NV oOS Model Foundry (Proposal 067) — the cluster fine-tuning flywheel. Phase 1 shipped: the Corpus Foundry (Pro addon, addons/pro/includes/model-foundry/) — consent-gated, deduplicated, PII-scrubbed corpus exporters (trajectory_v1, preference_v1, docs_v1) with deterministic holdout splits and R12 provenance manifests. Covers the governance contract, row schemas, output layout, filter seams, the registration pattern for foundry tool slices, how to add a new exporter, and the test/validation gates. Use when extending the Corpus Foundry, debugging corpus exports, wiring a new data source, or continuing Phases 2–6 (train-worker, registry/serving, eval gate, fleet sharing).
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。
Manage AI assistant configurations and peer-to-peer mesh network connections in the NV oOS Pro Toolkit. Covers assistant creation, model configuration, provider setup, peer discovery, mesh networking, and cross-assistant communication. Use when creating or editing AI assistants, configuring model providers, setting up peer connections, managing mesh network topology, or debugging assistant behavior.
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。
UI stack, build, and test conventions for NV oOS React SPA addons (toolkit-shell, chat-spa, schedule-anything-spa, saas-controller) — three sanctioned build patterns plus the standalone Pro SPA Vite app (examples/nvoos-pro-spa-vite), dual-React guard, headless component rules, NDS tokens, Tailwind v4, @xyflow/react v12, vitest/jsdom gotchas, the full-JS-rebuild map, and the TS-shadows-JS webpack gotcha. Use when building or modifying SPA addon UI, writing SPA JS tests, upgrading SPA deps, or rebuilding JS for packaging.
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。
Operational guide for the ArtCraft MCP integration — the community Python rebuild (C:\Users\rasta\artcraft-mcp-py\artcraft_mcp_server.py) that replaces the broken upstream artcraft-mcp.exe, the live api.storyteller.ai/v1 API map (required headers, cookie auth, endpoint schemas), the upstream bug/PR trail (issues #1/#3, PR #2), the reverse-engineering playbook (browser capture, cookie injection, schema fishing via validation errors, handshake replay, Windows MITM kit), and the generic MCP-protocol debugging playbook (snake_case servers, the shim pattern, 'missing field protocolVersion' diagnosis). Use when working on ArtCraft MCP tools, debugging an artcraft server connection, extending the Python rebuild, or diagnosing any third-party MCP handshake failure.
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。
Author and validate nvoos-chart fenced-JSON chart blocks for NV oOS chat surfaces — 29 chart types across distribution, part-to-whole, ranking, change, special and grid families. Covers type selection, the v2 schema (values/series/data.items, mode, sort, direction, unit, animate, table, target), data-shape rules, the create_chart_fence server validator, the a11y checklist, and copy-paste JSON templates. Use when writing chart fences in assistant responses, choosing a chart type for data, validating chart JSON, or deciding between nvoos-chart, create_chart, generate_chart and generate_mermaid.
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。
Operational guide for the NV oOS Dictation desktop companion app (Tauri v2 + Rust, examples/nvoos-dictate) — build/run on Windows/MSVC, the local-first engine track (parakeet/whisper/moonshine/silero-vad, all API-verified against pinned crate versions), the embedded remote-STT fallback against the Embedded addon's transcribe route, model registry + verification harnesses, the plugins.updater boot-crash config rule, and the full test/clippy gate matrix. Use when building, extending, or debugging the dictation app, adding an engine or model, touching the cleanup pipeline golden tests, or continuing the P2/P4/P5/distribution follow-up work.
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。
End-to-end playbook for creating a new NV oOS Pro toolkit under addons/pro/includes/tools/<toolkit> — folder layout, service layer, tool class conventions (canonical envelope, two-gate sanitisation, capability flags), ALL seven registration surfaces (central registry, admin Tools section, settings status map, both WP-CLI commands, schedule presets, workflow presets, SA Toolkit Manager), fixture/oracle testing with a standalone smoke harness, and the phpcs gotcha checklist. Use when asked to build a new Pro toolkit, add a toolkit to the plugin, scaffold toolkit tools, register toolkit presets/toggles, or debug why a new toolkit's tools or presets don't appear. First case study: food-beverage (F&B Management, 21 tools, 2026-10-08, 20/20 Check-totals oracle verified). Complements mcp-ai-wpoos-toolkit-audit (hardening existing toolkits) and mcp-ai-wpoos-test-suite (repair).
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。
Operate NV oOS WordPress sites through the NV oOS MCP Gateway — namespaced tools, key scoping, background research, and health checks. Use when working with tools prefixed <site-slug>.<tool> or when asked about the gateway.
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。