研究与知识
研究、检索、摘要和知识工作
Skills 列表
integration-listing-optimization
Optimize a B2B SaaS vendor's own listing on a third-party app marketplace - Salesforce AppExchange, HubSpot, Atlassian Marketplace, Shopify App Store, Slack, or comparable directories. Covers the view-to-install funnel, keyword placement in title and tagline, screenshot and demo-video ordering, category choice, compliant review-velocity programs (incentivized reviews are banned everywhere), badge pursuit ranked by confirmed ranking effect, and defending rank against listing decay. Use whenever the user mentions AppExchange, marketplace listing conversion, marketplace search rank, app installs, or app reviews - even if they never say "listing optimization". Do NOT use for the operator's own rulebook - use samber/developer-platform-skills@app-marketplace-listing-standards instead.
samberevent-debrief
Run the organizing team's own internal retrospective on one finished edition of a technical event - the blameless frame, the reconstructed timeline, what went well split from what went poorly, what fired reconciled against the risk register, budget plan and run of show, team-health findings, and dated lessons-learned entries each carrying an owner and a due date. Use whenever asked to run a post-event debrief, a post-mortem or a retrospective after a conference, meetup or hackathon, review an edition against the goals the team set, build a lessons-learned log, or publish a public recap. Do NOT use to collect participant feedback - use samber/dev-event-organizer-skills@event-feedback - or for trends across editions - use samber/dev-event-organizer-skills@event-continuous-improvement.
samberevent-sponsor-pricing
Build the sponsorship rate card for a technical event - the revenue target taken from the budget, an inventory of sellable surfaces, cost-recovery, market-comp and value-based price setting, a 2-4 tier ladder with anchoring and a sane top-to-floor ratio, add-on and exclusivity premiums, in-kind valuation, and the discount and negotiation policy written before the first sponsor call. Use whenever the user mentions sponsorship tier prices, a sponsor rate card, sponsor package pricing, or choosing between a published ladder, quote-gated pricing and no ladder at all - even if they never say "pricing". Do NOT use for attendee ticket prices - use samber/dev-event-organizer-skills@event-ticket-pricing; the deck is samber/dev-event-organizer-skills@event-sponsor-prospectus.
samberdev-event-kickoff
Before answering any event-organizing request that opens a new project or a new session, run this router first - it maps the task onto the 71-skill samber/dev-event-organizer-skills collection, or says plainly that none fits, and bootstraps or resumes the project's shared context so the next session starts warm. This fires on a conversational state, not on a subject - invoke it at every event project start even when the collection's skills are already in daily use on another event, at every recurring check-in on the same project, and whenever routing between siblings is unclear. Covers conference, meetup and hackathon kickoffs, "which event skill do I need", "where do I start organizing this event", event organizer skill routing, and recurring event check-ins. Use this whenever someone describes an event-organizing problem without naming a skill, even if they never say "kickoff", "routing" or "start".
samber
paperclip
Interact with the Paperclip control plane API to manage tasks, coordinate with other agents, and follow company governance. Use when you need to check assignments, update task status, delegate work, post comments, set up or manage routines (recurring scheduled tasks), or call any Paperclip API endpoint. Do NOT use for the actual domain work itself (writing code, research, etc.) — only for Paperclip coordination.
getpaperclipaipara-memory-files
File-based memory system using Tiago Forte's PARA method. Use this skill whenever you need to store, retrieve, update, or organize knowledge across sessions. Covers three memory layers: (1) Knowledge graph in PARA folders with atomic YAML facts, (2) Daily notes as raw timeline, (3) Tacit knowledge about user patterns. Also handles planning files, memory decay, weekly synthesis, and recall via qmd. Trigger on any memory operation: saving facts, writing daily notes, creating entities, running weekly synthesis, recalling past context, or managing plans.
getpaperclipaipaperclip-board
Manage a Paperclip company as a board member via chat. Covers onboarding (company creation, CEO setup, hiring plans), agent management, approvals, task monitoring, cost oversight, and work product review. Use this skill whenever the user wants to interact with their Paperclip control plane. Do NOT use for installing or bootstrapping the Paperclip server itself — use the `paperclip` skill's `references/setup-installation.md` instead.
getpaperclipai
indexion-documentation
Documentation analysis — assess coverage, detect code-to-doc drift with plan reconcile, visualize dependencies with doc graph. Answers "what needs docs?" and "are docs still accurate?"
trkbt10indexion-segment
Split text into contextual chunks for RAG/embedding pipelines. Document segmentation and section extraction using window, tfidf, punctuation, or hybrid strategies chosen by intent.
trkbt10indexion-wiki
Project wiki lifecycle — create pages, track source changes with ingest, update stale pages, lint structural integrity, detect code-to-doc drift with reconcile, and manage search indexes. A runbook for navigating and maintaining the wiki as an agent.
trkbt10indexion-identity
Detect and review name/content drift in code using `indexion identity audit`, then plan verified renames, moves, folder changes, or splits.
trkbt10
pricewin-hotel-search
Search hotels live across Agoda + Booking.com + Traveloka + OpenTravel with realtime pricing for specific dates. Use when user wants hotel prices for travel dates, comparing OTAs, or finding rooms.
price-win
fusion-issue-solving
Handles GitHub issue resolution end-to-end for prompts like "solve #123", "lets solve #123", "work on #123", "work on https://github.com/owner/repo/issues/123", or by pasting a direct GitHub issue URL as the request. USE FOR: solve #123, continue work on issue #123, work on https://github.com/owner/repo/issues/123, paste a GitHub issue URL for implementation work. DO NOT USE FOR: issue drafting only, PR review only, or non-implementation research.
equinorfusion-skill-authoring
Creates or modernizes repository skills with clear activation cues, purposeful support files, and practical review loops. USE FOR: creating a new skill, tightening an existing skill, improving discovery wording, and structuring references/assets/optional helper agents when they genuinely add value. DO NOT USE FOR: product-code changes, routine copy edits outside skills/, or documentation that should not become an installable skill.
equinor
douyin-video-summary
Summarize Douyin (TikTok China) videos by extracting audio, transcribing with whisper.cpp, and generating structured summaries. Use when a user shares a Douyin link and wants a text summary of the video content. Supports optional sync to Feishu (Lark) docs. Triggers on Douyin URLs (v.douyin.com, douyin.com/video/).
liu-wei-aifusion-mcp
Explain what Fusion MCP is and guide users through setting it up when they need Fusion-aware MCP capabilities in Copilot workflows.
equinorfusion-research
Source-backed research orchestrator for the Fusion ecosystem. Routes to the correct research agent based on question type. Returns source-backed evidence only; will not invent Framework behavior, component APIs, skill catalog relationships, platform guidance, or backend implementation details. USE FOR: any research question needing source-backed evidence about Fusion Framework APIs, EDS components, the Fusion skill catalog, Fusion platform documentation, or backend service implementation. DO NOT USE FOR: implementing code changes, installing or editing skills, MCP setup or troubleshooting, or inventing Fusion behavior without evidence.
equinor
prismic
Use whenever Prismic is mentioned or relevant in any way — including questions, lookups, configuration, repository settings, content modeling, content types, slices, localization, previews, API tokens, webhooks, syncing local models, or reading Prismic documentation. Load on any reference to Prismic, even for simple questions.
prismicio
partnerships-kickoff
Before starting any partnerships work - and before routing to any other skill in the mbfinotti/partnerships-skills collection - run this router first. It matches the task (channel, alliance, co-sell, marketplace, affiliate, influencer, or referral) to exactly one sibling skill, says plainly when none fits, and bootstraps or resumes the project's shared partnerships-context.md artifact so the next session starts warm instead of cold. Use whenever the user opens a partnerships project, asks which partnerships skill they need, resumes partner work after a gap, runs a periodic partner, affiliate or influencer check-in, or describes a partner, creator or commission problem without naming a skill - even if they never say kickoff, routing or partnerships, and even when they name a downstream task directly. Routing and shared context only - it never does a sibling skill's work itself, and always emits the full owner/repo@skill target it routes to.
mbfinottipartner-economics
Model the unit economics of one partner relationship - partner P&L, margin modeling, cost-to-serve, referral-fee and lifetime-value split, channel partner ROI, partner CAC vs direct CAC, ramp and payback - to decide whether to sign, scale, renegotiate, or exit that partner. Covers B2B channel and alliance partners plus B2C affiliate and creator economics. Use whenever the user mentions partnership unit economics, a single-partner business case, reseller, VAR, MSP, OEM or marketplace deal economics, revenue-share and margin-stack analysis, or asks whether a partner is worth pursuing, even if they never say economics. Do NOT use for ranking a portfolio of candidates - use mbfinotti/partnerships-skills@alliance-prioritization instead.
mbfinottipartner-enablement
Sequence the training, content, and certification a B2B partner program needs to make partners self-sufficient sellers - the partner enablement roadmap, not the training content itself. Covers the skills-gap needs assessment, enablement tracks split by partner role and type, certification design and refresh cadence, and a pilot cohort, all designed backwards from the partner's first deal. Also covers B2C analogs (franchise, dealer, ambassador education). Use whenever the user mentions partner enablement, partner certification, channel partner training, a partner onboarding curriculum, or ramping partners to a first deal, even if they never say enablement. Do NOT use for affiliate welcome emails - use mbfinotti/partnerships-skills@affiliate-onboarding-sequence instead.
mbfinotti
extension-object-storage
General file/object storage, such as for images, videos, files, documents and other bulk data. Perfect fit for image galleries, video galleries, and other file or object management. Supports large files beyond IC limit, with browser-cached HTTP URL access.
caffeinelabs
screenshot-compression
Compress PNG and JPEG screenshots in place using pngquant and jpegoptim, keeping the original format for maximum compatibility.
zc277584121github-traffic
Fetch, store, and visualize GitHub repository traffic data (views, clones, referrers, stars) with trend charts. Requires repo push access.
zc277584121