hashgraph-online
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- ▌ Threat Model · hashgraph-onlineThreat modeling and attack surface analysis. Use when assessing security boundaries, modeling threat actors, or generating threat scenarios.
- ▌ Browser Smoke Testing · hashgraph-online bundle> 提供浏览器层 smoke 测试工作流，用于关键页面、核心路径和发布前回归确认。 当任务需要真实浏览器验证渲染、导航、交互或前端上线风险时使用。
- ▌ Django Test Profiling · hashgraph-online bundleProfile and measure slow Django test suites with Django's runner, pytest-django, shell timing, py-spy, cProfile, pytest durations, and profiler visualizations. Use when a Django project has slow tests, unclear test-runtime bottlenecks, CI timing problems, startup overhead, database setup overhead, or a request to find the slowest tests before optimizing.
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- ▌ Traction Test Planner · hashgraph-online bundleDesign cheap, measurable traction tests from Traction for startup growth channels. Use when planning marketing experiments, middle-ring tests, A/B tests, acquisition test spreadsheets, channel validation, or growth experiment success criteria.
- ▌ Agent Repo Init · hashgraph-online bundleOne-click initialization of a multi-agent repository from the RepoBrain template. Use this skill when users want to scaffold a new project quickly (`quick` mode) or with runtime defaults (`full` mode) including MCP toggle, swarm preference context, sandbox type, and optional git init. LLM configuration is handled later by rb-setup.
- ▌ Clean Room Loop · hashgraph-onlineFront door for running the clean-room unattended loop as a Claude Code dynamic WORKFLOW using in-session subagents, so it never spends `claude -p` API tokens. Use when the user wants to run a clean-room / reverse-engineering / source-to-clean-implementation task hands-off but without paying per-token for `clean-room-skill run`, or says "clean-room as a workflow", "unattended clean-room without API cost", "/clean-room-loop". Runs a short discussion (authorization, end goal, target stack, policies, source roots, output roots, iterations) then launches the `clean-room-loop` workflow with the answers. NOT the enforced OS-level wall - that is `clean-room-skill run --agent-runtime claude`.
- ▌ Create Override · hashgraph-onlineCreate a governed session override for a policy that would otherwise deny — mandatory justification, server-clamped TTL, blocked for critical-risk policies
- ▌ Deploy Operator · hashgraph-onlineИспользуй только внутри активного Codex Project Autopilot-проекта для deployment/handoff по его плану; не включай для обычных deploy-задач вне автопилота.
- ▌ Dispatch Agents · hashgraph-onlineUse when you have 2+ independent tasks with no shared state — dispatches parallel subagents for each task.
- ▌ Domain Creation · hashgraph-online bundleGuides you through creating a Honeydew domain — a governance object that scopes entity/field visibility and applies mandatory filters — ideal for setting up contexts for deep analysis.
- ▌ Entity Creation · hashgraph-online bundleGuides you through defining a new Honeydew entity from a data warehouse source — covering source type, granularity key, and initial attribute mapping — then pushes to Honeydew via the MCP tools.
- ▌ Frappe Gameplan · hashgraph-onlineFrappe Gameplan guidance for team discussions, projects, tasks, notes, decisions, async collaboration, permissions, and workspace workflows. Use when work touches Gameplan or planning/collaboration features in the Frappe ecosystem.
- ▌ Frappe Helpdesk · hashgraph-onlineFrappe Helpdesk implementation and customization guidance for ticket intake, SLAs, assignment, portals, knowledge base, notifications, and support workflows. Use when work touches the Frappe Helpdesk app or customer support operations.
- ▌ Frappe Insights · hashgraph-onlineFrappe Insights and analytics guidance for dashboards, query design, charts, permissions, metrics, ERPNext reporting, and operational analytics. Use when work touches Frappe Insights or analytics in the Frappe ecosystem.
- ▌ Frappe Payments · hashgraph-onlineFrappe Payments and ERPNext payment workflow guidance for payment gateways, payment requests, subscriptions, invoices, reconciliation, webhooks, and secure checkout flows. Use when work touches payments in Frappe or ERPNext.
- ▌ Getting Started · hashgraph-onlineAssess an authenticated Agiflow workspace and recommend the right next project-management workflow. Use when a user is new to Agiflow, asks what to do next, needs orientation, or is unsure whether to plan, refine, groom, triage, or review daily status.
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- ▌ Lark Whiteboard · hashgraph-online bundle> 飞书画板：查询和编辑飞书云文档中的画板。支持导出画板为预览图片、导出原始节点结构、使用多种格式更新画板内容。 当用户需要查看画板内容、导出画板图片、编辑画板时使用此 skill。不负责：飞书云文档内容编辑（lark-doc）、文档内嵌电子表格/Base（lark-sheets / lark-base）。
- ▌ Metric Creation · hashgraph-online bundleGuides you step-by-step through defining a business metric (aggregation) on a Honeydew entity. Covers SQL expression building and pushes to Honeydew via the MCP tools.
- ▌ Peekaboo Driver · hashgraph-online bundleUse this skill when driving native-UI AX-tree snapshots and screenshots via steipete/peekaboo (MIT, macOS-only). Dispatched by `skills/test-runner/` to capture native-UI AX-tree snapshots + screenshots on macOS 15+ targets, and exits with deterministic JSON output the orchestrator can parse.
- ▌ Pro Tier Status · hashgraph-onlineReport the user's current AxonFlow tier (Free or Pro), Pro license expiry date, endpoint, and whether a license token is configured. Use when the user asks "am I on Pro?", "what tier am I on?", "when does my Pro license expire?", "is my license active?", or wants to know which AxonFlow they're talking to.
- ▌ Rca Facilitator · hashgraph-online>- Interactive root cause analysis facilitator — runs a structured 5-Why why chain session, challenges each answer with evidence requirements, detects symptomatic and circular reasoning, and produces a validated Why chain with reversal check. Use for 8D D4, CAPA investigations, FMEA cause analysis, or any quality investigation requiring confirmed root cause identification.
- ▌ Revoke Override · hashgraph-onlineRevoke a previously-created AxonFlow session override — emits an audit event and ensures subsequent policy evaluations no longer consult it
- ▌ Skill Authoring · hashgraph-onlineUse when creating, editing, or reviewing HOTL skills, agents, command prompts, or other behavior-shaping instruction files.
- ▌ Superloopy Loop · hashgraph-online bundleUse Superloopy's lightweight strict-evidence loop for Codex tasks that need durable progress, criteria, and artifact-backed completion.
- ▌ Vehicle History · hashgraph-onlineRetrieve a vehicle history report from a VIN using the CarsXE API. Use this when a user wants to know a car's history — past owners, accidents, title status, odometer readings, or whether it's been in a crash.
- ▌ Vehicle Recalls · hashgraph-onlineCheck for open safety recalls on a vehicle using the CarsXE API. Use this when a user asks whether a car has any recalls, safety issues, or wants to know if their vehicle needs a recall repair.
- ▌ Year Make Model · hashgraph-onlineLook up vehicle data by Year, Make, and Model using the CarsXE YMM API. Use this when a user doesn't have a VIN but knows the year, make, and model of a vehicle and wants specs, trims, or features.
- ▌ Graymatter Analytics · hashgraph-online bundleUse when GrayMatter should support analytics work by retrieving durable context, checking retrieval receipts, loading the live api-docs schema, and helping create user/workspace-specific semantic layers without assuming tenant business objects exist.
- ▌ Skill Iterative Loop · hashgraph-online bundleRun tasks in a loop until goals are met — use for iterative refinement, polling, or convergence
- ▌ Campaign Status · hashgraph-onlineCheck active campaign status. Use when: cross-platform execution history, performance metrics, pending approvals.
- ▌ Case Study Plan · hashgraph-onlineCreate case studies and success stories. Use when: client results showcase, portfolio piece, testimonial-based proof points.
- ▌ Creative Health · hashgraph-onlineAssess ad creative fatigue. Use when: ads underperform, need refresh timing, or creative lifecycle review.
- ▌ Crisis Response · hashgraph-onlineManage PR crises. Use when: reputational threat emerges, need stakeholder messaging, or communication timeline.
- ▌ Image SEO Audit · hashgraph-onlineAudit image SEO. Use when: checking alt text, file sizes, WebP/AVIF formats, lazy loading, or responsive images.
- ▌ Import Template · hashgraph-onlineImport deliverable templates. Use when: adding proposal formats, report structures, or brief templates.
- ▌ Keyword Cluster · hashgraph-onlineBuild a content cluster plan from seed keywords — pillar+spokes architecture with internal-link map, intent grouping, and quality scorecard. Use when: planning topical authority, designing a content hub, deduping cannibalising pages, or staging a programmatic content rollout.
- ▌ Language Config · hashgraph-onlineConfigure language settings. Use when: setting primary languages, do-not-translate terms, or locale formatting.
- ▌ Launch Campaign · hashgraph-onlineOrchestrate the full multi-channel launch of an approved campaign plan — pre-launch checklist, asset readiness gate, channel-by-channel activation, CRM campaign record creation, kickoff comms, day-1 monitor setup. Broader than /launch-ad-campaign (which is paid-ads only).
- ▌ Local SEO Audit · hashgraph-onlineAudit local SEO health. Use when: reviewing GBP optimization, NAP consistency, local citations, or local pack rankings.
- ▌ Muapi Brand Kit · hashgraph-onlineGenerate a cohesive brand visual kit — logo concept, color palette moodboard, and typography pairing suggestions.
- ▌ Review Response · hashgraph-onlineRespond to online reviews. Use when: drafting replies for Google, Yelp, G2, or building review response templates.
- ▌ Schedule Social · hashgraph-onlineSchedule social media posts. Use when: publishing to Twitter/X, Instagram, LinkedIn, TikTok, YouTube, or Pinterest.
- ▌ Sitemap Manager · hashgraph-onlineManage XML sitemaps. Use when: auditing sitemap health, generating sitemaps, or planning sitemap architecture.
- ▌ Social Strategy · hashgraph-onlineBuild social media strategy. Use when: defining content pillars, posting cadence, engagement tactics, or growth plans.
- ▌ Validate Output · hashgraph-onlineValidate content structure. Use when: checking schema compliance, required sections, word count, or placeholders.
- ▌ Add Integration · hashgraph-onlineAdd MCP server integrations. Use when: connecting a custom tool, API, or service to the plugin via .mcp.json.
- ▌ Kachilu Browser · hashgraph-onlineBrowser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, logging in to sites, posting to social apps, handling CAPTCHA workflows, or automating browser actions. Load the core guide to choose between host-provided sessions, MCP tools, and CLI commands.
- ▌ Dev Image To Code · hashgraph-online bundle> UI image to code methodology. Use when the user provides a UI screenshot, design mock, app screen, dashboard image, mobile screen, web page image, or says "UI图生成代码", "看图写页面", "根据设计图实现", "screenshot to code", "image to code", or asks Codex to implement a frontend from an image. Requires a UI image plus a design size when available, forces clarification for every uncertainty, then reconstructs the UI in the target project or a runnable standalone app with browser screenshot verification and visual diff evidence.
- ▌ Muapi Ad Creative · hashgraph-onlineGenerate a high-converting ad creative set — hero image, ad copy variations, and platform-optimized crops for Meta, Google Display, and LinkedIn.
- ▌ Muapi AI Clipping · hashgraph-online bundleTurn a long video into N viral-ready short clips with a single managed API call. Wraps muapi.ai's `/ai-clipping` endpoint, which handles transcription, highlight ranking through a virality framework (hook / emotional peak / opinion bomb / revelation / conflict / quotable / story peak / practical value), overlap dedupe, and vertical face-tracking auto-crop server-side. No local Whisper, no local LLM, no GPU.
- ▌ Muapi Music Video · hashgraph-onlineBuild a short music video from a song theme — N keyframes, animate each, generate matching music.
- ▌ Muapi Nano Banana · hashgraph-online bundleReasoning-driven image generation using structured creative briefs (Gemini 3 style) — generates high-fidelity images via muapi.ai with logic-based prompting
- ▌ Superloopy Slides · hashgraph-online bundleCreate beautiful, animation-rich HTML slide decks from scratch or by converting PowerPoint files — zero-dependency single-file presentations with curated distinctive styles, gated by real-browser visual-QA evidence on the Superloopy evidence spine. Use when the user wants slides, a presentation, a deck, a pitch deck, a talk, a keynote, or to convert a PPT/PPTX to web. Triggers — slides, presentation, deck, pitch deck, keynote, talk, PPT, PPTX, "make me a deck", "loopy slides". Discovers the user's aesthetic through visual style previews rather than abstract choices; supports PDF export and Vercel/Cloudflare Pages deployment. Live example deck built with this skill: https://fileloom-slides.pages.dev. NOT for general web pages or landing pages — use superloopy-frontend for those.
- ▌ Scarcity Urgency · hashgraph-online bundleUse when designing or auditing deadlines, limited seats, inventory messages, waitlists, expiring discounts, launch windows, limited editions, loss-framed copy, competition cues, checkout urgency, or scarcity claims that may create pressure to act quickly.
- ▌ Import Sop · hashgraph-onlineImport agency SOPs. Use when: adding workflow definitions, approval processes, or launch checklists.
- ▌ Skill Meta Prompt · hashgraph-online bundleCraft better prompts using proven optimization techniques — use when your prompt needs refinement
- ▌ Unforgit Memory · hashgraph-onlineUse Unforgit MCP tools as durable repository memory for decisions, conventions, gotchas, and playbooks.
- ▌ Best Practices · hashgraph-onlineResearch current best practices and turn the evidence into a clear recommendation. Use for state-of-the-art, evidence-based, optimal-approach, comparison, or pros-and-cons questions in any field.
- ▌ Tracking Cloud Jobs · hashgraph-onlineUse when an extraction job has been submitted and the result needs to be retrieved. Covers GET /v1/jobs/{id}, polling cadence with exponential backoff, terminal status detection, and webhook delivery (signature verification, retry semantics).
- ▌ Domain Model · hashgraph-online bundleUse when the user wants to stress-test a plan against the existing domain model and documented decisions. Grilling session that interviews the user one question at a time, sharpens fuzzy terminology inline, updates CONTEXT.md lazily, and offers ADRs sparingly under a 3-criteria gate. Reads docs/adr/ and CONTEXT.md if present.
- ▌ Codebase Management · hashgraph-online bundle>- Set up, index, and manage SocratiCode codebase indexing. Use when the user wants to index a project, check infrastructure health, start/stop file watching, configure context artifacts, troubleshoot indexing issues, manage the code graph, or any SocratiCode administrative task. Activates when the user mentions indexing, setting up search, SocratiCode infrastructure, or managing the codebase index.
- ▌ Compress Onboarding · hashgraph-onlineUse to compress any agent-instruction file (AGENTS.md, CLAUDE.md, .claude/rules/*.md, legacy AIBOARDING.md) into terse, high-signal prose without altering commands, code, URLs, or paths. Standalone compression engine with levels (off/lite/full/ultra), byte-preservation verification, and token receipts. Also invoked by the create/update onboarding skills.
- ▌ Exposure Onboarding · hashgraph-online bundleUse the exposure effect deliberately in onboarding and habit formation — getting users to repeated, low-friction encounters with the product so familiarity builds and preference forms. Use when designing onboarding flows, planning feature introductions, building user habits, or evaluating why users churn after first use. The exposure effect operates over time; products that get users to come back early benefit from accumulated familiarity that single-session products don''t.
- ▌ Extracting With Ocr · hashgraph-onlineUse when extracting text from scanned PDFs, photographed pages, or images that have no embedded text layer. Covers OCR backends, language packs, force-OCR, and performance tuning.
- ▌ Sw Session Reporter · hashgraph-online bundleFinish a SolidWorks task by invoking sw-learner, honoring the saved feedback preference, asking the exact three-option consent question when required, and submitting validated feedback with retries. Use after the CAD result has been delivered for every task that involved SolidWorks modeling, API work, generated CAD code, engineering decisions, or debugging.
- ▌ Batch Extraction · hashgraph-onlineUse when extracting from many files at once with shared config, bounded parallelism, per-file overrides, and error recovery. Covers the `batch` command, `--file-configs`, `--max-concurrent`, and output layout.
- ▌ Cognition Router · hashgraph-online bundleUse this skill whenever a design task involves cognition, mental models, learnability, complexity reduction, defaults, memory, scanning, or comprehension — regardless of framework or platform. Trigger when the user is designing forms, settings, onboarding, dashboards with many widgets, complex tables, navigation IA, search experiences, or any flow that has many options or asks the user to learn something new. Trigger when the user mentions "too complex," "too many options," "users keep getting confused," defaults, labels, copy, mental models, progressive disclosure, autocomplete, or ergonomics. Routes the model to the right cognition principle in this plugin.
- ▌ Factor Of Safety · hashgraph-online bundleUse this skill whenever the design will encounter conditions that can''t be fully predicted at design time — load spikes, edge-case content, real-world variability, hardware variation, third-party flakiness, or any "what if" scenario. Trigger when scoping performance budgets, designing for content extremes, picking infrastructure capacity, designing error-handling, or planning for the long tail of users with unusual setups. Factor of Safety is one of the foundational principles in ''Universal Principles of Design'' (Lidwell, Holden, Butler 2003) — also called "factor of ignorance" because the size of the safety factor is proportional to how much you *don''t* know.
- ▌ Frontend Builder · hashgraph-onlineИспользуй только внутри активного Codex Project Autopilot-проекта по утверждённому плану; не включай для обычных frontend-задач вне автопилота.
- ▌ Mapping Cultural · hashgraph-online bundleApply cultural mapping — using shared conventions (icons, colors, gestures, metaphors) to convey what a control does when natural spatial mapping isn''t available. Use when designing icon-based UIs, choosing colors for status indicators, picking gestures for touch interfaces, or selecting metaphors to make abstract operations concrete (the trash can, the gear, the magnifying glass). Cultural mappings are weaker than spatial ones — they require prior learning — but they''re the workhorse of icon-driven interfaces. The risk is assuming a convention is universal when it''s actually domain-specific.
- ▌ Tokrepo Search · hashgraph-onlineSearch and install AI assets from TokRepo when a user asks to find, discover, or install Codex skills, MCP servers, prompts, cursor rules, or workflows.
- ▌ Vehicle Images · hashgraph-onlineRetrieve images of a vehicle by make, model, and year using the CarsXE API. Use this when a user wants to see what a vehicle looks like or asks for photos of a specific car.
- ▌ Wilco Ad Setup · hashgraph-online| Codex-native Amazon PPC setup workflow using Wilco's exact-match and analytics-first strategy. Use when the user wants stricter keyword control, exact-match campaigns, and a LaunchFast-driven bulk-sheet export.
- ▌ Roistat Reports API · hashgraph-online bundleЧтение отчётов Roistat, воспроизводимая сверка с сырыми сделками и коллтрекингом, а также строго ограждённая запись сохранённых отчётов.
- ▌ Client Proposal · hashgraph-onlineDraft agency proposals. Use when: pitch deck, scope of work, SLA, capabilities presentation for prospects or clients.
- ▌ Vidseeds Setup · hashgraph-onlineUse when connecting to VidSeeds.ai, getting AUTH_REQUIRED or SUBSCRIPTION_REQUIRED from the vidseeds MCP server, or setting up VIDSEEDS_PAT / OAuth for the connector. Not for workflow recipes - use vidseeds-efficiency and domain skills after connect.
- ▌ Muapi Seedance 2 · hashgraph-online bundleExpert Cinema Director skill for Seedance 2.0 (ByteDance) — high-fidelity video generation across Chinese, Global, and VIP tiers. Supports text-to-video, image-to-video, first-last-frame, omni reference, character training, omni-reference training, video editing, and watermark removal.
- ▌ Muapi Storyboard · hashgraph-onlineGenerate N keyframes for a short story or scene sequence (image only, no video).
- ▌ Unslop Reasoning · hashgraph-online> Strip AI-slop patterns from reasoning traces (chain-of-thought, extended thinking, agent decomposition) — not final prose. Reasoning text has its own slop catalog that regular unslop doesn't target: over-explaining the question, over-hedging, over-decomposing trivial problems into 6-bullet substeps, infinite-loop rationalization. Trigger: /unslop-reasoning, "clean up my reasoning", "fix this chain of thought", "this CoT sounds robotic". Applies to reasoning output; does not override regular /unslop mode.
- ▌ Context Recall · hashgraph-online> 按需召回已归档的上下文细节：支持按关键词、阶段、类型和决策维度检索， 从 L2 归档和 Phase Ledger 中恢复压缩丢失的信息。
- ▌ Memory Cleanup · hashgraph-online> Use this skill when performing manual memory consolidation (Dream-equivalent). Reviews, consolidates, and prunes memory files under ~/.claude/projects/*/memory/. Run after major refactors, every 5+ sessions, or when memory quality degrades (broken links, stale references, contradictions, MEMORY.md > 200 lines). Invoke with /memory-cleanup.
- ▌ Book Academic · hashgraph-onlineAcademic writing patterns — IMRAD structure, literature review, argument chains, citation practices, thesis/dissertation layout.
- ▌ Flow Discover · hashgraph-online bundleMulti-AI research using available external providers (Double Diamond Discover phase)
- ▌ Audit Guide · hashgraph-online>- Interactive internal audit guide for ISO 9001:2015 and IATF 16949:2016 — walks through key clauses interactively, scores findings as Major NC / Minor NC / OFI, and generates a structured audit report. Use when conducting an internal audit and needing real-time finding documentation and a structured clause-by-clause audit approach.
- ▌ Ab Test Design Brief · hashgraph-online bundleBuild product A/B test briefs with hypotheses, success metrics, guardrails, baselines, proxy metrics, eligibility, variants, randomization, confidence, and launch criteria. Use when planning an A/B test from a product idea, writing an experiment spec, defining test/control variants, choosing metrics, or checking whether an experiment is ready to run.
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- ▌ Pairwise Test Design · hashgraph-online bundle> 提供 pairwise 组合测试设计方法，帮助在参数组合很多时控制测试规模并保持有效覆盖。 当任务存在多维输入、配置矩阵、权限组合或兼容性组合时使用。
- ▌ River Review Testing · hashgraph-online bundle| テスト観点のレビューエージェント。 テスト網羅性、命名規則、フレーキーテスト、カバレッジギャップの個別スキルへルーティングする。
- ▌ Skill Coverage Audit · hashgraph-online bundleTrace codepaths in diffs, map against tests, auto-generate missing coverage — use before shipping PRs
- ▌ Traction Pr Playbook · hashgraph-onlinePlan PR-oriented traction experiments from Traction, including targeting blogs, publicity, and unconventional PR. Use when pitching bloggers or reporters, designing publicity stunts, earning launch coverage, or validating PR as a startup growth channel.
- ▌ Book Screenplay · hashgraph-onlineScreenplay patterns — 3-act film structure, sequence method, scene/cut formatting, dialogue rules, A/B story weaving.
- ▌ Cavekit Writing · hashgraph-online| How to write Cavekit-quality kits that AI agents can consume effectively. Covers implementation-agnostic cavekit design, testable acceptance criteria, hierarchical structure, cross-referencing, cavekit templates, greenfield and rewrite patterns, cavekit compaction, and gap analysis. Trigger phrases: "write kits", "create kits", "cavekit this out", "define requirements for agents", "how to write kits for AI"
- ▌ Humanize Korean · hashgraph-online bundleKorean prose humanizer for Codex and Superloopy that rewrites Korean text so it sounds naturally human while preserving meaning, register, facts, protected tokens, and evidence. Use when the user asks to remove Korean AI tells, make Korean copy sound human, fix 번역투, remove ChatGPT/Claude/Gemini tone, polish Korean without changing meaning, or says "AI 티 없애줘", "AI 윤문", "번역투 고쳐", "사람이 쓴 것처럼", "humanize Korean", "한글 AI 티 제거", "글 자연스럽게 다듬어줘". Inspired by Korean AI-tell ideas from https://github.com/epoko77-ai/im-not-ai. Handles Korean rewriting only; not for translation, fact expansion, SEO rewriting, legal drafting, or generic proofreading.
- ▌ AI Agent Bench · hashgraph-online bundleCompare Claude Code and Codex on the same real code-change task with isolated worktrees, identical gates, transcripts, time, and cost.
- ▌ Camera Control · hashgraph-online> CRITICAL WHILE ARMED: capture, understand NEW image, USE in reasoning, turn-gate record+ready. Blind or theater answers INVALID. Topic irrelevant. Off to disarm.
- ▌ Evolution Core · hashgraph-online> 统一进化资产模型与自进化闭环核心。定义 Gene（策略 DNA）、Capsule（已验证经验快照）、 EvolutionEvent（追加式事件日志）三层资产模型，实现 Detect→Select→Replay→Validate→Solidify→Reuse 闭环，使 agent 遇到已知问题时先复用已验证经验，跳过重新试错。
- ▌ Fastmcp Django · hashgraph-online bundleUse when adding, changing, deploying, testing, or debugging FastMCP MCP servers in existing Django apps, including ASGI mounting, stdio or sidecar servers, Django ORM access from MCP tools, auth and permissions, Streamable HTTP deployment, and MCP client tests.
- ▌ Frappe Builder · hashgraph-onlineFrappe Builder website and page-building guidance for pages, blocks, components, forms, routing, CMS-style content, SEO, and web UX. Use when work touches Frappe Builder, website pages, landing pages, or content-driven experiences.