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概要と使いどころ
Provider-neutral entry point for discovering, planning and synchronizing MCP configuration between user-selected providers and app classes. The user selects truth, targets and scope; no provider is an implicit hub.
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Providerneutrales Protokoll zum Zerlegen komplexer Aufgaben, zum Beauftragen unabhängiger Worker und zur evidenzbasierten Abnahme ihrer Ergebnisse.
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Providerneutrale Operator- und Teamleader-Rolle für komplexe, länger laufende oder planbasierte Vorhaben. Verwenden bei `$operator`, `/operator`, "übernimm als Operator" oder "arbeite den Plan weiter ab", um den nächsten substanziellen Planschritt zu wählen, unabhängige Arbeitspakete kontrolliert zu delegieren und Ergebnisse evidenzbasiert abzunehmen und zu integrieren.
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agents-bridge — the Lifeboat, auch: Time Capsule. Portable, provider-neutral file bridge for bootstrap surfaces, truth pointers, separate memory silos, messaging, presence, cooperative locks, and reversible host recovery.
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Structured 6-step procedure for improving, renovating, or rebuilding existing pipelines, individual project folders, documentation structures, or software stacks. Addressable as "pipeline optimizer" (for whole topic pipelines, e.g. a software, research, or game-dev pipeline) or "project-folder optimizer" (for individual project folders within a pipeline, e.g. a single software tool or paper project). Triggers on tasks like "improve pipeline X", "optimize the stack", "rebuild Y", "renovation", "pipeline refactoring", "clean up project folder", "improve folder structure", "unify conventions", "documentation consolidation", "integrate into existing system", or any substantial intervention in established structures. Delivers building-stock analysis, purpose clarification, ideal sketch, gap plan, empirical pain-point identification, and retests with fresh subagents. Prevents parallel standards, duplication, and pipeline breaks.
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Produces a DRAFT 30-60-90 day onboarding plan for a new hire from the role, the team context and the systems list: phase outcomes traced to the role, activities with a named owner and due window, an access and equipment request table, learning items, manager checkpoints and the items the manager must confirm. Use when the user asks to "build an onboarding plan for our new hire", "draft the induction plan for this role", "write a first 90 days plan", "put together a new starter plan with owners", "create a ramp plan from this job description" or "plan the integration of an internal mover". Do not use for writing the job description itself, use job-description-drafter instead; for interview questions or a scorecard, use interview-scorecard-builder. Drafts for human review; never approves, authorises or signs off.
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Prepares the contents of a dated backup of a custom skills folder and drafts a session journal entry, both for the user to save, so work can be resumed after a crash, a context loss or a skills wipe. Returns the copy action list, backup manifest, journal entry, resume summary and a restore plan whose steps the user confirms one by one and carries out. Use when the user asks to "back up my skills folder", "checkpoint this session", "write the session journal", "where did we leave off last time", "restore my skills from the last backup" or "take a safety copy before I edit this skill". Do not use for holding individual file changes for approval during ordinary work, use no-delete-guardrail instead. Drafts for human review; never approves, authorises or signs off.
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Turns a campaign idea, its objectives and the supporting notes (audience material, offer facts, budget and dates, channel list) into one DRAFT one-page campaign brief: objectives, audience, one single-minded message with sourced proof points, channels and timeline, success measures with baselines, mandatories, risks and numbered open questions for the campaign owner. Use when the user asks to "write a campaign brief", "draft a creative brief for this launch", "turn this idea into a one-page brief", "tighten this brief to one page" or "build the marketing brief from these notes". Do not use for a message house, messaging pillars or a launch narrative on its own, use message-house-builder instead; for laying the campaign onto dated slots, use content-calendar-planner. Drafts for human review; never approves, authorises or signs off.
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Pre-tests one message (email, announcement, intranet post, town hall script, customer notice or slide) against two to six role personas the user supplies and returns a DRAFT panel report: each persona's likely first reaction, objections, unanswered questions, misreadings and what they would do next, every point tied to the passage that triggers it, plus suggested edits that add no fact the message does not already hold. Use when the user asks to "pre-test this message", "how will the team read this", "run this past the personas", "what objections will this raise", "find the holes before I send" or "check this lands with managers and field staff". Do not use for an in-character review of a proposal or business case by one executive archetype, use the executive-review family (cfo-reviewer, frontline-skeptic-reviewer and siblings) instead; to write the message in the first place, use announcement-drafter. Drafts for human review; never approves, authorises or signs off.
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Builds a one-page meeting preparation brief from the calendar invite, recent mail threads with the attendees, chat messages and shared files: purpose, what each attendee likely wants, open threads, key files, talking points and risks. Returns it in the chat as a DRAFT Markdown document capped at 450 words. Use when the user asks to "prep me for my next meeting", "what do I need to know before the vendor call", "one-pager for tomorrow's steering meeting" or "brief me on my 2pm". Do not use for minutes or action items after a meeting, use meeting-minutes-writer or transcript-to-actions instead. Drafts for human review; never approves, authorises or signs off.
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Turns one meeting transcript or recap into a DRAFT action-items document (decisions, owned and dated action items with verbatim source quotes, open questions), a task list ready for the user to enter into their task tracker, and one DRAFT follow-up email per action owner, all returned in the chat for the user to store, create or send. Use when the user shares, names or points to a meeting transcript or recap and asks to "pull the action items from this transcript", "who owns what after today's call", "draft follow-up emails to each owner" or "turn this recap into tasks". Do not use for full minutes, use meeting-minutes-writer instead; a brief before a meeting is meeting-prep-onepager. Drafts for human review; never approves, authorises or signs off.
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Reviews a set of knowledge files or a knowledge base listing and returns a draft hygiene table, one row per file: duplication signals with the matching file, staleness signals, conflicts between files on the same topic with both passages quoted, missing or unverified owners, and one proposed action per file (Keep, Update, Merge into, Retire, Assign owner, Confirm with owner) for the owner to decide. Never edits, merges, moves or deletes a file. Use when the user asks to "review our knowledge base for duplicates", "which KB articles are stale", "find conflicting articles", "which articles have no owner" or "run a hygiene check on these files". Do not use for review-date sweeps of a document library with owner reminders, use sharepoint-review-sweeper instead; for writing one article, use knowledge-article-drafter. Drafts for human review; never approves, authorises or signs off.
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Flags where a P&ID draft raises a process safety question and points to the candidate evidence an engineer would review (HAZOP register, relief study, SIL assessment, isolation philosophy), as questions and quoted passages with UNKNOWN for missing documents, plus safety functions, relief devices and isolation requirements carried over as stated. Never rates, sizes, classifies, resolves or declares protection adequate. Use when the user asks to "write the process safety flags", "produce the process safety section of the P&ID enrichment", "list which protection questions this P&ID raises" or "map the HAZOP and relief study evidence to the draft" after gate G2, once the piping and instrumentation sections exist. Do not use for proposing loops, alarms or trips from the control philosophy, use instrumentation-and-control-enrichment instead; do not use for checking identifiers, use tagging-and-numbering. Drafts for human review; never approves, authorises or signs off.
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。
Prepares a DRAFT leadership-meeting briefing pack from the reports, meeting notes, emails and dashboard exports the user provides: one headline, metrics exactly as stated with period and source, decisions the meeting must take, risks as reported, talking points with anticipated questions, a source reference on every line and UNKNOWN where the material is silent. Use when the user asks to "brief the leadership team", "prepare the exec pack", "pull together a briefing for the steering committee", "summarise these reports for the CEO", "what do I tell the board on Monday" or "build the pre-read for the management meeting". Do not use for a formal board or committee paper seeking a resolution, use board-paper-skeleton instead; for a personal one-page prep drawn from the user's own calendar and inbox, use meeting-prep-onepager. Drafts for human review; never approves, authorises or signs off.
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。
Discover and execute specialized skills from a curated marketplace catalog on GitHub, fetched on-demand and run ephemerally (no permanent installation). The catalog covers a broad and growing range — document generation (PDF/Word/Excel/PowerPoint), visual design, presentations, web app testing, animated GIFs, dev tooling (MCP scaffolding, frontend components), creative outputs (algorithmic art), technical documentation lookup (library/API/framework references), and more. Consult this skill whenever the user asks for a capability that could plausibly be covered by a community skill — the catalog is the source of truth, not this description.
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Collective research memory for AI coding agents — search prior research before hitting the web, save findings back to the shared cache, view karma stats. Use when the user asks a library/API/framework question, before running WebSearch/WebFetch, or after deep web research so the next agent doesn't repay the cost. Talks directly to the hosted MCP endpoint via JSON-RPC — no local MCP server required.
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Fetch up-to-date library, framework, and SDK documentation via Context7's search and docs endpoints. Use when the user asks about a library/API (React, Next.js, Prisma, Supabase, Tailwind, Django, Vue, etc.) and you need current docs, not Claude's training-time knowledge. Skip this skill for generic programming questions that don't require library-specific docs.
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Manage Railway projects, services, deployments, environments, variables, and deployment logs via Railway's public GraphQL API — one endpoint, relay-style pagination, two token flavors (account vs project), typed mutations for deploys and env vars. Use when the user wants to deploy, check service status, manage env vars, or read deployment logs programmatically without the Railway MCP installed.
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Operate Lemon Squeezy — the Merchant of Record for digital products and SaaS — via its JSON:API REST endpoints. Covers stores, products, variants, checkouts, orders, subscriptions, customers, and license keys. Use when the user wants MoR billing (EU VAT, chargebacks, sales tax all handled for ~5% + fees) instead of rolling their own with Stripe.
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Build an Anima LoRA from a single-character or style name, from Danbooru collection through curation, section-ordered WD14 captions, dataset checks, confirmed training, fixed-seed checkpoint validation, and a staged Civitai draft. Use for requests such as make a LoRA of X, collect images and train a character LoRA, train and upload to Civitai, or build a dataset from scratch and publish. Delegate training to lora-trainer and structural checks to dataset-doctor; never train without confirmation and never auto-publish.
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- Entry point for open-source intelligence, investigation and verification work. Use when asked to investigate, research, verify, vet, check out, look up, background-check, trace, attribute or find someone or something; when a request involves due diligence, KYC or KYB, counterparty or vendor risk, sanctions and PEP screening, AML, fraud, business email compromise
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Researches Reddit using a brand's Brand DNA to find promotable pain-point discussions, target subreddits, and real user search language. Produces a prioritized Reddit opportunity list for content seeding, helpful replies, and prompt research inspiration.
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Get a second opinion from an external LLM at three checkpoints: T1 is the plan valid, T2 which path at a fork, T3 finish plus a QA breaker that tries to break the result. One structured move per exchange (PROPOSE, COUNTER, VERIFY, ACCEPT, BLOCK) with memory across turns, and every exchange mirrored into a human-visible channel. Supports a multi-vendor panel instead of a single reviewer. Triggers: "/secondop", "get a second opinion", "run the review panel".
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Sweep every external pointer to you (profiles, READMEs, bios, link pages) after a rename of a repo, org, domain, handle or account, and fix the dead ones. Use right after any public rename and once a quarter as hygiene. Triggers: /link-rot, /lr, check links, broken profile links, after the rename, link rot.
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。