hashgraph-online
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- ▌ Orgx Deviation Reporting · hashgraph-onlineRecord a skill deviation with OrgX so it feeds tomorrow's Daily Brief. Use whenever an OrgX skill fires locally on a file edit, commit, PR, chat turn, or task output.
- ▌ Using Development Skills · hashgraph-online bundleRead at session start to route development work through the direct or full development loop on Claude Code and Codex.
- ▌ Django Orm Query Optimization · hashgraph-online bundleOptimize Django ORM query loading by fixing N+1 queries, duplicate related-object queries, over-fetching, serializer/template query loops, and inappropriate select_related, prefetch_related, only, or defer usage. Use when a Django page, API, admin view, template, serializer, or queryset issues too many queries or loads more model data than needed.
- ▌ Rust Data Driven Game Content · hashgraph-online bundleMove Rust game monsters, items, loot, effects, spawn weights, level gates, and balance numbers into validated data files using Serde-friendly schemas. Use when replacing hard-coded spawn functions, adding RON or JSON content templates, or making game content editable without recompiling.
- ▌ Obsidian CLI Workflows · hashgraph-online bundleUse this skill for one-command Obsidian workflow orchestration across the existing six domain skills. This skill owns named workflow command IDs and preview/apply execution policy, while delegating all direct official CLI command execution to the appropriate domain skill.
- ▌ Django Pagination Performance · hashgraph-online bundleImprove Django and Django REST Framework pagination for large querysets using bounded page sizes, stable ordering, indexed ordering, offset limits, keyset pagination, DRF CursorPagination, and count-query tradeoffs. Use when list pages, admin views, APIs, exports, or infinite scroll become slow, inconsistent, or memory-heavy as result sets grow.
- ▌ Accessibility Perceivable · hashgraph-online bundleUse this skill when the question is whether users can *perceive* the content — see it, hear it, or feel it — regardless of impairment. Trigger when designing color systems, picking text sizes, building image-heavy surfaces, working with video/audio, designing for low-vision users, or running an accessibility audit. Covers WCAG Principle 1 (Perceivable). Sub-aspect of `accessibility`; read that first if you haven''t already.
- ▌ Affordance False And Anti · hashgraph-online bundleUse this skill when designing or fixing controls that mislead users — elements that look interactive but aren''t (false affordance), or controls that need to clearly communicate "you can''t do that here" (anti-affordance, like disabled states). Trigger when reviewing UIs where users tap inert elements expecting response, when designing disabled states, when picking treatments for read-only fields, or when a "decorative" element is being mistaken for a button. Sub-aspect of `affordance`; read that first.
- ▌ Ethical Persuasion Design · hashgraph-online bundleUse when creating or improving persuasive copy, launch offers, fundraising appeals, onboarding prompts, sales pages, calls to action, or behavior-change messages where the goal is effective persuasion without deception, coercion, fake proof, fake scarcity, or overstated authority.
- ▌ Frontend Math Foundations · hashgraph-online bundleExplain and apply foundational math for front-end development, including arithmetic, algebra, ratios, exponents, roots, linear equations, inequalities, geometry, trigonometry, coordinates, and choosing CSS versus JavaScript math. Use when a web design calculation needs first-principles explanation before applying CSS, JavaScript, Grid, Flexbox, responsive, or color-specific skills.
- ▌ Prototyping When And What · hashgraph-online bundleUse this skill when deciding what to prototype, what fidelity to use, and when to stop prototyping and ship. Trigger when planning research, scoping a design phase, or facing pressure to "stop prototyping and just build it." Sub-aspect of `prototyping`; read that first.
- ▌ Technical Book Lab Design · hashgraph-online bundleDesign hands-on technical nonfiction chapters as runnable labs, worked examples, exercises, checkpoints, troubleshooting paths, and reader outcomes. Use when turning technical book sections, tutorials, self-hosting chapters, DevOps guides, programming lessons, or infrastructure explanations into practical labs that readers can complete and verify.
- ▌ Customer Segment Slicing · hashgraph-online bundleNarrow broad customer categories into specific, reachable who-where segments for customer discovery, positioning, traction tests, sales outreach, or SEO personas. Use when feedback is inconsistent, the market is too broad, personas are vague, users request too many different features, or the team does not know where to find target customers.
- ▌ Linkedin Comment Drafter · hashgraph-online bundleDraft a LinkedIn comment on someone else's post from its URL, or reshare (repost) it to your feed with optional commentary. Use when the user pastes a post URL and asks to comment, engage, be first commenter, or repost with their thoughts. Produces 1-3 variants in the user's voice, picks a reaction, and publishes via Publora on approval. Not for replying to existing comments (use linkedin-reply-handler).
- ▌ Linkedin Content Planner · hashgraph-online bundleGenerate a 7-day LinkedIn content plan from a theme, audience, and pillars. Produces per-day post pillar, format, hook type, CTA, posting time, daily comment targets, and a weekly inbound-readiness check. Use when the user wants to plan a week or month of content, not draft a single post.
- ▌ Product Led SEO Strategy · hashgraph-online bundleCreate product-led SEO strategies that turn product value, user intent, page architecture, taxonomy, and scalable user experiences into organic growth. Use when a user asks for SEO strategy, organic growth planning, content/product SEO, programmatic SEO direction, search moat creation, or wants to avoid keyword-list SEO.
- ▌ SEO Opportunity Research · hashgraph-online bundleFind product-led and blue-ocean SEO opportunities from customer demand, query behavior, competitive gaps, search result features, communities, and proprietary product strengths. Use when researching SEO opportunities, organic growth ideas, competitive SEO gaps, programmatic SEO concepts, or when keyword tools show little volume.
- ▌ Traction Email Marketing · hashgraph-onlineDesign email marketing traction tests from Traction for acquisition, engagement, retention, revenue, and referrals. Use when planning email courses, newsletter sponsorships, lifecycle sequences, retention emails, or email-driven growth experiments.
- ▌ Third Party Integrations · hashgraph-onlineUse when a val talks to an external service — Slack, Discord, Telegram, Stripe, GitHub, Gmail, Google Sheets, Postgres/Supabase/Upstash/Neon, browser automation (Playwright, Browserbase, Kernel, Steel), web scraping, PDF generation, push notifications, RSS, or any other third-party API. Covers the required workflow (fetch the Val Town guide, get credentials, test, store secrets) and the catalog of available guides.
- ▌ Game Mesh Voxel Conversion · hashgraph-onlinePlan and implement conversions between game meshes, SDFs, voxels, images, contours, and smooth curves while preserving enough gameplay and rendering data. Use when repairing meshes, extracting meshes from fields, voxelizing geometry, contouring, denoising voxel data, generating LODs, or moving geometry between representations.
- ▌ Game Responsibility Review · hashgraph-online bundleReview a game for player impact, ethics, transformation, inclusion, monetization pressure, community risk, dark patterns, and hidden design agendas. Use before shipping manipulative loops, social systems, ads, monetization, retention mechanics, UGC, or player-generated communities.
- ▌ Game Story World Character · hashgraph-online bundleDesign or evaluate game story, world, characters, spaces, presence, aesthetics, and indirect control. Use when adding narrative, quests, levels, environments, character arcs, worldbuilding, environmental storytelling, or emotional context to gameplay.
- ▌ Muapi Award Ceremony Video · hashgraph-onlineGenerate a 15-second cinematic awards-ceremony video — a host announces a winner from the stage, a spotlight finds them in the crowd, they walk up to the podium, receive the award, and the LED display reveals their name and "THE BEST ACTOR".
- ▌ Muapi Chibi Collage Effect · hashgraph-onlineTurn a real lifestyle photo into a polished "chibi clone sticker diary" image — the original person stays photorealistic, surrounded by 5–8 kawaii chibi mini-clones, scrapbook doodles, and handwritten-style captions that match the scene.
- ▌ Muapi Color Analysis Board · hashgraph-onlineTurn a portrait photo into a high-end editorial "Color Analysis Board" in a luxury fashion-magazine style (Dior / Ralph Lauren aesthetic) — best colors, undertone, makeup guide, capsule wardrobe, hair & jewelry recommendations, all laid out on a clean beige/ivory grid.
- ▌ Muapi Floor Plan Rendering · hashgraph-onlineDesign a 2D floor plan and convert it into a realistic, high-quality 3D architectural rendering.
- ▌ Muapi Photo Pack Generator · hashgraph-online bundleGenerate a pack of professional or aesthetic photos from a single reference image while preserving the exact identity of the person.
- ▌ Muapi Product Ad Cinematic · hashgraph-onlineCinematic 5–10s product ad from a product photo + brand brief.
- ▌ Muapi Ugc Lifestyle Try On · hashgraph-onlineGenerate UGC-style (User Generated Content) lifestyle photos of a person wearing or using your product — authentic, relatable, social-media-native imagery.
- ▌ Chunking Numeric And Otp · hashgraph-online bundleUse this skill when designing inputs or displays for numeric strings — phone numbers, OTP / verification codes, credit card numbers, account IDs, license keys, currency, dates, social security numbers. Trigger when picking a format for displaying numbers, designing OTP entry UIs, or formatting identifiers in tables and receipts. Sub-aspect of `chunking`; read that first.
- ▌ Curating Bgs Modpack · hashgraph-onlineUse when planning or building the whole Bethesda modpack incrementally — batch strategy, rollback point, naming convention, separator discipline, attribution, and declaring 风格 before adding mods. Triggers - "build a modpack", "plan the pack", "batch strategy", "rollback point", "naming convention", "declare 风格", "策展整合包", "整合包规划". NOT for deciding whether one mod belongs (evaluating-bgs-mods), installing one mod from author instructions (interpreting-mod-author-instructions), load order mechanics (writing-bgs-load-order), or record conflicts (xedit-conflict-audit).
- ▌ Xedit Conflict Audit · hashgraph-onlineUse when auditing conflicts in a Bethesda plugin set — determining for a record (or a plugin's records) which override wins, what the conflict label is, what references it, and whether the configuration is safe or breaking.
- ▌ Django Spike Despike Workflow · hashgraph-online bundleManage Django spikes and de-spiking with tests: branch experiments, exploratory code, learning capture, functional tests against spiked behavior, revert-and-rebuild, custom auth flows, email/token models, and dependency seams. Use when a Django feature was prototyped quickly and needs to be turned into production-quality tested code.
- ▌ Inclusive Experiment Analysis · hashgraph-online bundleEvaluate A/B tests for inclusive product impact across user groups, accessibility needs, device constraints, privacy behavior, bandwidth, geography, and underrepresented segments. Use when checking whether an experiment benefits or harms different user groups, planning segmentation dimensions, auditing test/control balance, interpreting subgroup effects, or reviewing product changes for inclusive experimentation.
- ▌ Linkedin Comment Writing · hashgraph-online bundleWrite and audit LinkedIn comments and reply strategies that add professional value, start useful discussion, and increase ethical visibility. Use when drafting comments on LinkedIn posts, replying to comments, improving comment prompts, or planning comment-based engagement without spam.
- ▌ Create Agent Onboarding · hashgraph-onlineUse when a repo has no AGENTS.md and an AI coding agent needs onboarding context, or the user asks to generate onboarding files. Produces AGENTS.md (cross-agent), a CLAUDE.md wrapper, and the .aiboarding lifecycle (state, config, hooks). Fallback target when the session-start hook reports missing onboarding files.
- ▌ Repo Harness Assessment · hashgraph-online bundleUse when evaluating repository agent-readiness, mapping harness roles, choosing the next smallest improvement, or designing and reconciling agent entrypoints such as AGENTS.md, CLAUDE.md, GEMINI.md, Cursor rules, or GitHub instructions.
- ▌ Update Agent Onboarding · hashgraph-onlineUse when commits have landed since the onboarding files were last synced (the drift-check hook nudges for this), or the user asks to refresh AGENTS.md. Triages whether the change touches onboarding scope and patches only the affected sections; on no-op it advances the state pointer only.
- ▌ Work State And Delivery · hashgraph-online bundleUse when designing or reconciling design docs, task boards, external trackers, execution plans, delivery records, handoffs, review evidence, task-to-change traceability, or repository commit-coupling policy.
- ▌ Multi Perspective Review · hashgraph-online> 多视角评审技能,融合 gstack 的 CEO/Design/Eng/DevEx 四视角 review 方法论。 在每次评审中从多个角色视角审查同一产出,避免单一视角盲区, 增强现有 /team-review 的评审深度。
- ▌ Directory Link Evaluation · hashgraph-online bundleEvaluate directories, listings, profiles, citations, associations, and resource indexes for legitimate link-building value, editorial quality, spam risk, local relevance, and submission fit. Use when deciding whether to submit to a directory, audit directory backlinks, compare listing opportunities, or reject low-quality indexes.
- ▌ Experiment Type Selection · hashgraph-online bundleChoose the right product experiment type: superiority, non-inferiority, equivalence, A/B/n, or holdback-backed validation. Use when deciding what kind of A/B test to run, when the question is not simply "is variant better," when validating no degradation, proving similarity, comparing multiple variants, or selecting an experiment design for a mature product.
- ▌ Car Corrective Action · hashgraph-online bundle>- Write a corrective action report, CAPA, respond to an NCR or audit finding, or document an 8D D5 root cause action. Covers the full CAR structure: root cause analysis, corrective actions, implementation evidence, and verification of effectiveness (VOE) per ISO 9001 §10.2. Use for any quality escape requiring documented systemic corrective action.
- ▌ Obsidian CLI Devtools · hashgraph-online bundleUse this skill when the user needs Obsidian runtime debugging or developer introspection through official desktop Obsidian CLI developer commands, including devtools, console/errors capture, DOM/CSS inspection, screenshots, CDP calls, and controlled eval. Do not use for regular note CRUD, task/property editing, Sync/Publish administration, or community tooling outside the official CLI.
- ▌ Obsidian Official CLI · hashgraph-online bundleUse this skill when the user wants local Obsidian note or metadata work done primarily through documented official desktop `obsidian` CLI commands, with limited local vault filesystem support when needed for parent folders, path checks, ambiguity resolution, verification, or safe vault structure operations. Best for local vault search, note reads, exact-path note updates, backlinks, tasks, properties, templates, and local history. Do not use it for runtime admin, devtools diagnostics, workspace/navigation administration, community tools, `obsidian://` launcher tasks, Headless Sync or Publish workflows, or plugin-specific APIs.
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- ▌ Reciprocity Offer Design · hashgraph-online bundleUse when designing or auditing free samples, lead magnets, trial offers, concessions, referral gifts, favor exchanges, freemium onboarding, consultation offers, or give-first sales strategies where reciprocity, obligation, uninvited gifts, or concession tactics may affect decisions.
- ▌ Scaling Load Assumptions · hashgraph-online bundleVerify and design for load scaling — data volume, transaction volume, request rate, and user count. Use when sizing infrastructure, choosing data structures, designing pagination and lazy-loading patterns, evaluating dependencies'' rate limits, or load-testing before launch. Most scaling failures are load failures: a system that handled X requests/second can''t handle 10X. The skill is anticipating the load the system will see and designing or testing for it deliberately.
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- ▌ Establishing Project Context · hashgraph-online bundleUse when the user asks to establish shared project language or project work exposes a resolved, vague, conflicting, renamed, or deprecated domain term that needs active semantic modeling.
- ▌ Finding Latest Julia Version · hashgraph-onlineUse when you need the latest stable JuliaLang version number (e.g., to fill `VERSION=` in an install script) instead of hard-coding a value
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- ▌ Launchfast Ppc Research · hashgraph-online| Codex-native Amazon PPC keyword research using LaunchFast MCP. Use when the user wants competitor keyword discovery, keyword tiering, or a ready-to-upload Amazon Sponsored Products bulk file from 1-15 ASINs. Requires the LaunchFast MCP tool `amazon_keyword_research`.
- ▌ Linkedin Hook Extractor · hashgraph-online bundleReverse-engineer the hook formula from a viral LinkedIn post URL. Returns which of the 16 canonical 2026 formulas it uses (anaphora, R.I.P., year-pivot, time-anchor, curiosity-gap, contrarian, comment-gate, emotional cold-open, named-gratitude, and 7 more), why it worked, and a blank template. Use to learn from a competitor's post, not to write your own (use linkedin-post-writer).
- ▌ Linkedin Thread Monitor · hashgraph-online bundleTrack which of your LinkedIn comments earned author replies. Flags the 6-24h warm-reply window where thread momentum peaks, classifies threads as hot/warm/cool/dormant, and routes warm ones to linkedin-reply-handler for follow-up drafts. Powered by Apify, no LinkedIn login. Triggers on "what threads need follow-up", "author replied", "monitor my comments". Not for analyzing likers on a post (use linkedin-engager-analytics).
- ▌ Muapi Couple Grid Creator · hashgraph-onlineCreate a stylized 6-box grid featuring a couple in various romantic poses and outfits, with each pose framed inside a unique cardboard box packaging.
- ▌ Muapi Freeze Effect Video · hashgraph-onlineGenerate a cinematic "freeze effect" video where time stops mid-scene, the subject walks through the frozen world, then time resumes with a snap.
- ▌ Muapi Multi Angle Reshoot · hashgraph-onlineRe-render a subject or scene from multiple dramatic camera angles, such as fish-eye, bird's-eye, low-angle, and macro, while maintaining consistent identity and detail.
- ▌ Book Reader Conversations · hashgraph-online bundlePlan and synthesize pre-draft reader conversations for useful nonfiction books, including listening interviews, teaching calls, reader-language capture, promise validation, scope refinement, and TOC testing. Use when validating a practical book idea, finding target readers, preparing interview prompts, testing a table of contents, or turning reader conversations into book decisions.
- ▌ Recognition Over Recall · hashgraph-online bundleUse this skill whenever the user must locate or choose something from many possibilities — pickers, command palettes, navigation menus, autocompletes, recents lists, search results, settings panels. Trigger when designing inputs that ask the user to "type the right thing," when picking between dropdowns and search-first interfaces, when reviewing why users keep typing wrong values into autocomplete fields. Recognition Over Recall is one of the foundational principles in ''Universal Principles of Design'' (Lidwell, Holden, Butler 2003) and one of Nielsen''s 10 heuristics — recognizing options is far easier than recalling them from memory.
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- ▌ Batch Product Research · hashgraph-online| Codex-native batch Amazon keyword research using LaunchFast MCP. Use when the user wants a ranked comparison across many keywords and optionally wants HTML and CSV artifacts written to disk.
- ▌ Ml Experiment Evaluation · hashgraph-online bundlePlan evaluation strategies for machine-learning product changes. Use when deciding between offline evaluation, interleaving, online A/B tests, multi-armed bandits, or model filtering for ranking, recommendation, search, personalization, or other ML-powered user experiences.
- ▌ Django Deployment Test Loop · hashgraph-online bundleMake Django deployment changes test-driven across Docker, production settings, Gunicorn, WhiteNoise/static files, environment variables, Ansible/server setup, staging smoke tests, and release checks. Use when containerizing Django, preparing production config, debugging staging, automating deploys, or deciding what deployment behavior functional tests should verify.
- ▌ Docs Feedback Triage · hashgraph-online bundleGather, classify, prioritize, respond to, and act on developer documentation feedback from page feedback, support issues, community forums, field notes, sentiment, surveys, user councils, bug reports, and user follow-up. Use when setting up docs feedback channels, triaging docs issues, responding to frustrated users, prioritizing doc fixes, or converting feedback into actionable documentation work.
- ▌ Visual Docs Diagrams · hashgraph-online bundleDesign and review visual content for developer documentation, including screenshots, architecture diagrams, boxes-and-arrows diagrams, flowcharts, swimlanes, video decisions, accessibility, performance, annotations, and visual maintenance. Use when creating or auditing diagrams, screenshots, visual explanations, or media in technical docs.
- ▌ Django Forms Validation Tdd · hashgraph-online bundleTest-drive Django validation across model constraints, forms, ModelForms, views, template errors, duplicate handling, and redirects. Use when adding or refactoring Django forms, surfacing validation errors, deciding model-vs-form-vs-view responsibility, or preventing invalid input from being saved.
- ▌ Reviewer Performance Review · hashgraph-onlineReview code changes only for performance and efficiency risks (N+1 queries, repeated work, bad asymptotics, missing batching/caching, blocking I/O, memory growth). Use when the user explicitly asks for a performance review of a diff/PR.
- ▌ Rust Concurrency Primitives · hashgraph-online bundleDesign and review thread-based Rust concurrency with explicit ownership, sharing, and synchronization choices. Use when writing, refactoring, or reviewing threads, scoped threads, channels, Arc, Mutex, RwLock, Condvar, atomics, OnceLock, LazyLock, Send, Sync, deadlocks, or shared state.
- ▌ 80 20 Redesign Targeting · hashgraph-online bundleUse this skill when scoping a redesign or refactor — choosing which existing surfaces deserve full attention and which can be left mostly alone. Trigger when the user asks "where should we focus our redesign?", "do we need to redo all of this?", or when planning incremental design improvements with limited capacity. Sub-aspect of `80-20-rule`; read that first.
- ▌ Color Math Accessibility · hashgraph-online bundleCalculate, review, and generate web color systems using RGB, HSL, LAB, OKLCH, contrast ratios, luminance, opacity, blend modes, and light/dark mode transformations. Use when auditing accessible colors, converting color models, deriving palettes, checking WCAG contrast, building theme tokens, or debugging opacity and CSS blend math.
- ▌ Commitment Ladder Design · hashgraph-online bundleUse when designing or auditing onboarding, activation flows, habit loops, pledges, public commitments, progressive profiling, retention programs, behavior-change plans, pricing flows, or lowball-risk funnels where consistency pressure may shape user decisions.
- ▌ Constraint Psychological · hashgraph-online bundleUse this skill when designing constraints that work through perception, expectation, and learned convention — symbols, conventions, mappings. Trigger when designing iconography, picking control conventions, or designing for behavioral predictability. Sub-aspect of `constraint`; read that first.
- ▌ Evergreen Technical Book · hashgraph-online bundleKeep technical nonfiction durable by separating timeless concepts, decision frameworks, and reader outcomes from fast-changing tool walkthroughs, UI steps, versions, vendor details, and companion resources. Use when scoping, outlining, revising, or updating technical books, self-hosting guides, software manuals, DevOps books, or other technical manuscripts that risk becoming outdated.
- ▌ Hierarchy Color And Tone · hashgraph-online bundleUse this skill when constructing visual hierarchy through color and tone (value, contrast, saturation) — picking which elements get full-color emphasis and which recede into greys, building a tone ladder, and deciding when color should *be* the hierarchy versus when it should *support* a size/weight hierarchy. Trigger when picking the primary color, building a neutral palette, designing a status badge system, or fixing a UI where color is "too loud" or "too flat." Sub-aspect of the broader `hierarchy` principle; read that first if you haven''t already.
- ▌ B2b Resonance Audit · hashgraph-onlineAudit and rewrite B2B sales messaging so the right buyers quickly understand the painful problem, concrete outcome, and mechanism behind the offer. Use when buyers see the company but do not remember it, cannot explain what it does, do not connect it to a trigger, or messaging sounds clever, vague, over-complex, generic, or too simplified for the buyer's world.
- ▌ Evaluating Bgs Mods · hashgraph-onlineUse when deciding whether a mod belongs in a modpack — judging mod quality, fit, risk, and pack-value BEFORE download/install. Triggers - "should I add this mod", "is this mod good", "评估这个mod", "这个mod值得装吗", "is this mod worth it", "this mod looks too good to be true", "compare these mods", "does this mod fit my pack". NOT for how to install a mod (use interpreting-mod-author-instructions), load order (writing-bgs-load-order), or conflict resolution (xedit-conflict-audit).
- ▌ Recover Credentials · hashgraph-onlineHelp the user recover lost AxonFlow tenant credentials via the email magic-link flow, or apply a paid Pro-tier license token. Use when the user says they've lost their AXONFLOW_AUTH, lost their secret, can't authenticate, or has a new AXON- license token to install.
- ▌ Ab Testing Platform Strategy · hashgraph-online bundlePlan A/B testing platform strategy, architecture, and build-vs-buy decisions for product engineering teams. Use when deciding whether to build or buy an experimentation platform, scoping feature flagging, targeting, assignment, exposure logging, metrics pipelines, dashboards, governance, or evolving a simple testing setup into a durable platform.
- ▌ Adk Framework Adapters · hashgraph-online bundle> ADK 框架适配层。为 LangChain / EINO / AutoGen / AgentScope / CrewAI 提供框架特定的 代码模板、惯用模式、API 映射和项目结构,供 agent-dev-workshop Phase 5 代码生成使用。 每个框架 reference 文件标注 verified_date 用于版本锁定。
- ▌ Agent Patterns Catalog · hashgraph-online bundle> AI Agent 架构模式目录。提供 ReAct、Multi-Agent Conversation、Multi-Agent Workflow、 RAG Agent、Tool-Use Agent、Autonomous Agent 六种核心模式的参考架构、组件拓扑、 数据流、设计决策和框架无关的最佳实践。供 agent-dev-workshop Phase 2 调用。
- ▌ Audit Agent Onboarding · hashgraph-onlineUse to lint a repo's agent onboarding files (AGENTS.md, CLAUDE.md, .claude/rules/*.md) for bloat, contradictions, duplication, stale or vague commands, missing sections, leakage, and secrets - or with --stats to view compression receipts. Read-only; reports findings and hands fixes to update-agent-onboarding.
- ▌ Long Task Continuation · hashgraph-onlineUse when a task is multi-step, may span context resets or sessions, uses subagents, or risks losing state before completion.
- ▌ Orgx Runtime Reporting · hashgraph-onlineUse when a Codex execution should report progress, artifacts, blockers, or completion state back to OrgX during a live task.
- ▌ Book Sales Optimization · hashgraph-online bundleOptimize useful nonfiction book sales after the book is already working, including Amazon or retailer funnels, cover thumbnail clarity, store descriptions, authentic reviews, extra formats, pricing, upsells, piracy hooks, and fan engagement. Use when improving a book product page, purchase funnel, format strategy, pricing, direct sales, or post-launch growth.
- ▌ Customer Learning Notes · hashgraph-online bundleTurn customer conversation notes, interview transcripts, call summaries, CRM snippets, or research notes into shared team learning and next questions. Use when synthesizing raw customer notes, avoiding founder interpretation bottlenecks, extracting quotes and signals, updating beliefs, or deciding what to ask next.
- ▌ Muapi Keyboard Art Maker · hashgraph-onlineGenerate artistic top-down photos of keyboard keycaps arranged to spell out custom text messages.
- ▌ Muapi Social Media Video · hashgraph-online bundleBrand-aware social media video creator. Reads brand-identity.md, ICP.md, and messaging.md to write a post/storyboard, craft an optimized Seedance 2.0 Director prompt, generate reference frames with the best available image model, and produce platform-ready video.
- ▌ Muapi Talking Baby Video · hashgraph-onlineCreate a viral-style video of a talking baby with custom costumes and scripts.
- ▌ Rust Game Polish Release · hashgraph-online bundleFinish and package small Rust games with MVP lock, playability checks, resource packaging, release builds, smoke tests, and disciplined post-MVP polish. Use when preparing a Rust game prototype for sharing, packaging bracket-lib assets, or deciding what finishing work belongs before release.
- ▌ Rust Game Slice Planning · hashgraph-online bundlePlan small, playable Rust game implementation slices from a short design brief, MVP, stretch goals, and acceptance checks. Use when starting a Rust game, scoping a prototype, converting a game idea into work items, or preventing an AI coding agent from overbuilding.
- ▌ Build Swiftui Interface · hashgraph-onlineUse when a coding agent must design, scaffold, implement, or verify an iOS or macOS SwiftUI interface with Apple-platform state, accessibility, availability, testing, and Xcode evidence.
- ▌ 80 20 Feature Prioritization · hashgraph-online bundleUse this skill when scoping a roadmap, prioritizing features, planning an MVP, or deciding what to ship and what to defer. Trigger when the user asks "what should we build next?", "is this feature worth it?", "should we ship feature X?", or when reviewing a feature backlog. Sub-aspect of `80-20-rule`; read that first.
- ▌ Chunking Form Grouping · hashgraph-online bundleUse this skill when designing or fixing long forms that ask the user for many fields — sign-up flows, profile setup, settings panels, checkout, intake forms, applications. Trigger when forms exceed ~6 fields, when users complain forms are "too long," when seeing high mid-form drop-off, or when picking how to break a form into sections. Sub-aspect of `chunking`; read that first.
- ▌ Xquik Social Research · hashgraph-online bundleResearch public X data with Xquik. Use for tweet search, tweet lookup, user discovery, profile timelines, threads, followers, trends, exports, monitoring plans, or MCP setup. Keep public reads bounded. Require explicit approval before private reads, writes, persistent resources, or bulk jobs. Not affiliated with X Corp.
- ▌ Runtype Build Product · hashgraph-online bundle>- Use when building, designing, validating, or deploying Runtype AI products with agents, flows, tools, surfaces, records, secrets, schedules, evals, orchestration, webhooks, Slack/email/SMS/Telegram/Discord/WhatsApp/iMessage/messaging/chat/API/MCP/A2A/hosted-page surfaces, commerce tools, agent skills, or hosted product generation. Always fetch current MCP build instructions before creating resources.
- ▌ Skill Parallel Agents · hashgraph-online bundleDecompose large tasks across parallel agents — use for migrations, multi-file refactors, or batch work
- ▌ Skill Task Management · hashgraph-online bundleManage tasks with Claude Code native tools — use to track TODOs, delegate work, and monitor progress
- ▌ Unity Agent Workflows · hashgraph-online bundleUse for AI-assisted Unity work that needs live repo discovery, project-derived routing, runtime-owner proof, runtime-visible output hard stops, runtime numeric proof for repeated visible-output failures, state-step guards, multi-agent scope ownership, modular C#/asmdef safety, UI/scene/visual asset gates, data-first content changes, validation, cleanup proof, or durable workflow rules. Best when agents must prove the actual folder/module/scene/prefab/runtime owner before editing, especially runtime UI, generated assets, code graphs, tutorial/state flows, guided selection/action flows, overlay/dim source-bound mistakes, coordinate conversions, focus/highlight/marker/HUD alignment, or repeated "fix still not visible" failures.