hashgraph-online
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- ▌ Muapi Rednote Cover · hashgraph-onlineCreate a Xiaohongshu (RedNote/小红书) style cover image — vibrant, lifestyle-focused, with aesthetic typography overlay suitable for the Chinese social platform.
- ▌ 8d Report Writing · hashgraph-online bundle>- Submit an 8D to a customer, format a Ford 8D report, BMW G8D, VW QMSS, or OEM complaint response for formal submission. Covers OEM-specific format requirements, evidence standards, and discipline-by-discipline writing rules for D0–D8. Use when preparing an 8D report for Ford, BMW, VW/Audi, Stellantis, or any customer requiring formal 8D closure.
- ▌ Blueprint Writing · hashgraph-online| How to write Blueprint-quality blueprints that AI agents can consume effectively. Covers implementation-agnostic blueprint design, testable acceptance criteria, hierarchical structure, cross-referencing, blueprint templates, greenfield and rewrite patterns, blueprint compaction, and gap analysis. Trigger phrases: "write blueprints", "create blueprints", "blueprint this out", "define requirements for agents", "how to write blueprints for AI"
- ▌ Counter Narrative · hashgraph-onlineBuild counter-narrative playbooks. Use when: competitor rebrand, new category claim, aggressive campaign, price change response.
- ▌ Muapi Blog Header · hashgraph-onlineCreate a professional, eye-catching blog post header image sized for web (1200×628) with optional title composition guidance.
- ▌ Narrative Tracker · hashgraph-onlineTrack AI engine brand narratives. Use when: detecting narrative drift, misrepresentation, or competitor narrative gains over time.
- ▌ Panews Web Viewer · hashgraph-online bundleRead public PANews website pages as Markdown. Use for homepage, article-page, and column-page reads.
- ▌ Translate Content · hashgraph-onlineTranslate marketing content. Use when: localizing with brand voice preservation, quality scoring, or transcreation.
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- ▌ Agent Deck Setup · hashgraph-onlineUse when setting up Agent Deck, the MCP is disconnected, or the local daemon is down. Guides install/start with read-only checks; the user runs install commands.
- ▌ Caveman Internal · hashgraph-online bundle| Internal token-compression protocol for Cavekit agent artifacts — handoff notes, artifact summaries, context bundles, review notes, status lines. NOT the user-facing /caveman skill; that one compresses assistant replies to the user. This skill compresses machine-to-machine prose so the next agent in the loop reads fewer tokens. Three intensities (lite / full / ultra) with automatic selection based on budget pressure. Used by task-builder, builder, inspector, verifier, convergence-monitor, and the stop-hook status block.
- ▌ Codex Auth Setup · hashgraph-onlineInstall or refresh codex-multi-auth for the official Codex CLI, run first login, and verify account health and routing.
- ▌ Deepscan Monitor · hashgraph-onlineRun and monitor PapersFlow DeepScan jobs. Use when the user wants long-running research progress, intermediate findings, final reports, or plotting from a completed run.
- ▌ Ecosystem Health · hashgraph-online bundle> Monitor health across configured service endpoints, CI pipelines, and critical issues. Automatically invoked during session-start when ecosystem-health is enabled in Session Config.
- ▌ Explain Decision · hashgraph-onlineFetch the full reasoning behind an AxonFlow policy decision — matched policies, risk level, override availability, recent hit count
- ▌ Frappe Fullstack · hashgraph-onlineEnd-to-end Frappe and ERPNext implementation guidance spanning backend Python, backend JavaScript surfaces, Vue or React frontends, customizations, and bench-aware delivery. Use when the task crosses multiple Frappe layers.
- ▌ Guixu Data Agent · hashgraph-onlineCopyright (c) 2026 The State Key Laboratory of Blockchain and Data Security, Zhejiang University SPDX-License-Identifier: Apache-2.0 -->
- ▌ Lark Skill Maker · hashgraph-online创建 lark-cli 的自定义 Skill。当用户需要把飞书 API 操作封装成可复用的 Skill（包装原子 API 或编排多步流程）时使用。
- ▌ Maestro Frontier · hashgraph-onlineMaestro Frontier local multi-CLI fusion engine - compose or choose a read-only model panel, inspect the catalog, arm, disarm, or run it
- ▌ Maestro Settings · hashgraph-onlineView and change Maestro toggles (terse, frontier, context-bar, discipline, verify) via the settings CLI
- ▌ Project Map Find · hashgraph-online bundleUse when locating existing project features, flows, pages, modules, components, utilities, patterns, contracts, business concepts, or similar functionality before answering where something is or before building related functionality. Trigger for 项目里有没有做过, 在哪里, 类似功能, 已有功能, 复用, 不要重复造轮子, 项目里叫什么, 哪些文件, 找一下, existing feature, similar functionality, where is, reuse, avoid rebuilding, project concept, feature inventory, capability map, or implementation already exists. Do not use for pure styling, isolated bug fixes, code explanation, or tests unless the user asks for existing/related capability discovery.
- ▌ Xedit Automation · hashgraph-online bundleUse whenever the task involves inspecting, modifying, or building plugins for Bethesda games via the forked xEdit automation daemon. Loads first; routes to the right path (MCP intent tool, MCP atomic passthrough, or sub-agent delegation) and prevents the agent from bypassing the harness.
- ▌ Dataproduct Implement · hashgraph-onlineGiven an Entropy Data data product URL or id, fetch its data contracts (output port ODCS files written next to the SQL under models/output_ports/v<N>/, input port ODCS files cached next to their dbt source under models/input_ports/), translate the schema into dbt models, and ensure the project has the publishing layer (ODPS, OpenLineage, GitHub Actions). Trigger when the user asks to "implement the data product <url>", "build the dbt pipeline for this data product", or "scaffold dbt models from a data contract".
- ▌ Rust API Test Harness · hashgraph-online bundleUse when adding, changing, testing, or debugging Rust HTTP APIs and services, especially when Codex needs black-box integration tests, random-port app startup, real database test isolation, external HTTP mocks, or CI-ready cargo verification for Actix, Axum, Warp, Rocket, or similar Rust web frameworks.
- ▌ Rust Trait API Design · hashgraph-online bundleDesign and review Rust trait APIs, generic bounds, dispatch models, and conversion contracts for clear public interfaces. Use when designing, refactoring, or reviewing traits, generics, trait objects, associated types, impl Trait, From/TryFrom, AsRef, Borrow, or crate APIs.
- ▌ Hicks Law Pricing · hashgraph-online bundleUse this skill when designing pricing tables, plan pickers, tier selectors, or any conversion surface where the choice itself is the conversion event. Trigger when laying out 3-tier or 4-tier pricing, when arguing about whether to add a fourth plan, when designing the "Choose your plan" step of onboarding, or when fixing low conversion on a pricing page. Pricing pages are a special Hick''s Law case: the decision is the entire purpose of the page, and decision fatigue equals lost revenue. Sub-aspect of `hicks-law`; read that first if you haven''t already.
- ▌ Dataproduct Bootstrap · hashgraph-online bundleBootstrap a brand-new dbt data product from scratch — create dbt_project.yml, the Entropy Data model layout (input_ports, staging, intermediate, output_ports/v1), README with uv install instructions, .gitignore, and a profiles.yml.example for the chosen warehouse. After scaffolding, hands off to the entropy-data-sync skill to add the publishing layer (ODPS, ODCS, OpenLineage, GitHub Actions). Trigger when the user asks to start a new data product, scaffold a new dbt project, or "create a data product from scratch."
- ▌ Offloading Extraction · hashgraph-onlineUse when the user wants to extract a document via the cloud rather than the local kreuzberg CLI. Covers POST /v1/extract — JSON vs multipart bodies, URL crawls, options block, webhook attachment, and the async response shape.
- ▌ Dev Grill Docs · hashgraph-online bundlePrimary intake for fuzzy feature/product requirements before coding; prefer this over dev-spec for requirement alignment. Use when the user says or implies: 需求还不清楚, 先别写代码, 先帮我梳理/收敛/对齐/拆一下需求, 先问我问题, 明确范围/边界/验收标准, 写 PRD/spec/设计文档, 帮我设计, 写个方案, 这个需求怎么做, design this, scope this out. Also trigger on dev-grill-docs, grill-with-docs, 拷问需求, 拷问方案, 压测方案, 术语沉淀. Reads existing docs/code first, asks one focused question at a time, produces .claude/artifacts/designs/<feature>.md, and may update CONTEXT.md or docs/adr/ for durable terms/decisions. Does not implement code, fix bugs, or write implementation plans.
- ▌ Skill Doc Sync · hashgraph-online bundlePost-ship doc sync across project markdown. Use when: sync docs, update docs, document changes, release notes.
- ▌ B2b Reach Engineering · hashgraph-onlineBuild B2B reach systems that make a defined market aware of the company through named accounts, real buyers, controlled delivery channels, and first-touch saturation. Use when the right market may not know the company exists, outbound gets little signal, brand awareness is vague, the target market is too broad, or the team needs a concrete account list and reach plan.
- ▌ B2b Trust Engineering · hashgraph-onlineEngineer B2B buyer trust by reducing perceived risk, stacking relevant proof, simplifying next steps, and designing sales calls to confirm confidence rather than persuade from scratch. Use when qualified buyers take calls, request proposals, start trials, or show interest but then stall, ghost, choose safer incumbents, or hesitate because proof, certainty, process, or risk reversal is weak.
- ▌ Django DB Performance · hashgraph-online bundleDiagnose and improve slow Django database-backed endpoints with evidence-first profiling, query-plan review, index selection, ORM loading fixes, batching, database-side computation, materialized views, and pagination choices. Use when a Django view, API, job, report, queryset, or database query is slow and the right optimization path is not obvious.
- ▌ Django Outside In Tdd · hashgraph-online bundleDrive Django features with outside-in and double-loop TDD: user story, Selenium or functional test, focused Django unit/integration tests, minimal implementation, and refactor. Use when starting or changing Django behavior with tests-first workflow, red/green/refactor, working-state-to-working-state refactors, or deciding which layer should own the next test.
- ▌ Write Executable Plan · hashgraph-online bundleUse when you have a PRD or design spec and need a bite-sized, executable implementation plan that any agent can follow without re-deriving structure. Produces `docs/plans/YYYY-MM-DD-<feature>.md` with per-task Files block, complete code per step (no placeholders), and exact verification commands. Rejects "TBD", "TODO", "add error handling", "similar to Task N".
- ▌ Dev Design Context · hashgraph-online bundleUse as a one-time design setup for UI, product, landing-page, or brand-heavy work. Scans the project for design context, asks only the UX questions that cannot be inferred, then writes persistent design guidelines to .design-context.md. Does not implement features or review code.
- ▌ Expectation Effect · hashgraph-online bundleApply the Expectation Effect — the principle that prior expectations measurably change a person''s perception of a product or experience. Use when shaping the framing of new features, designing onboarding, choosing visual cues that signal premium vs. budget, or diagnosing why two functionally identical features feel different to users. Expectations are set by visual cues (premium materials, polished typography), language (precise, confident copy), social proof, price, and prior brand exposure. Setting expectations too high creates disappointment; too low and the product reads as mediocre. The skill is calibrating what to promise.
- ▌ Figure Ground Cues · hashgraph-online bundleApply specific visual cues to control figure-ground perception — shadow, elevation, scale, contrast, saturation, opacity, and texture. Use when designing layered interfaces, focus states, hover treatments, or any context where one element should clearly stand forward against others. Each cue contributes a portion of the figure-ground signal; combining cues strengthens the effect. The skill is selecting and calibrating cues for the desired level of separation.
- ▌ Gestalt Similarity · hashgraph-online bundleApply the Gestalt principle of Similarity — elements that share visual attributes (color, shape, size, orientation) are perceived as belonging together, regardless of their physical proximity. Use when grouping related items in a list, status indicators, dashboard cards, navigation, or any context where you want the user to perceive certain items as a set. Similarity is one of the strongest grouping cues; it works even when proximity says otherwise. Color is the strongest similarity cue, then size, then shape; orientation is weakest.
- ▌ Hicks Law Defaults · hashgraph-online bundleUse this skill when the question is what to *pre-select* in a list of options — radio groups, dropdowns, configuration UIs, plan pickers, sign-up flows, settings. A strong default is the highest-leverage Hick''s Law mitigation: most users accept the default, paying almost no decision cost. Trigger when picking what''s selected on first load, when stakeholders argue "shouldn''t we let the user choose?", when designing wizards or onboarding, or when a UI has many options but most users want the same one. Sub-aspect of `hicks-law`; read that first if you haven''t already.
- ▌ Htmx Interactivity · hashgraph-online bundleCoordinate htmx with lightweight browser-side interactivity. Use when adding Alpine.js, _hyperscript, local UI state, custom events, dialogs, transitions, keyboard behavior, or browser-only state around htmx swaps in a server-rendered app.
- ▌ Iconic Resemblance · hashgraph-online bundleApply iconic resemblance — designing or choosing icons that visually look like what they represent. Use when picking icons for actions or objects with strong visual referents (camera, clock, lock, calendar), evaluating whether a custom icon is communicating, or testing whether your icon set actually conveys meaning to your audience. Resemblance is the strongest form of icon recognition because it requires no prior learning; it fails when the function has no visual referent or when the audience doesn''t recognize the object being depicted.
- ▌ Interaction Router · hashgraph-online bundleUse this skill whenever a design task involves what users *can do* and what happens when they do it — affordances, feedback, errors, undo, confirmation, target sizing, keyboard handling, modal vs. non-modal decisions, destructive actions, validation. Trigger when the user mentions buttons, forms, validation, error states, loading states, drag-and-drop, undo, confirmation dialogs, keyboard shortcuts, target sizes, "users keep deleting things," misclicks, or "should this be a popover or a dialog." Framework-agnostic. Routes the model to the right interaction principle in this plugin.
- ▌ Javascript UI Math · hashgraph-online bundleUse JavaScript number math safely for front-end UI behavior, including expressions, precedence, coercion, NaN, Infinity, floating-point precision, BigInt limits, modulo wrapping, rounding, random values, and repeatable UI randomness. Use when building sliders, carousels, counters, animation values, randomized UI, financial-ish display values, or debugging numeric edge cases in browser JavaScript.
- ▌ Make Product Viral · hashgraph-online bundleMake a product, landing page, pricing page, launch page, free tool, or social preview easier to understand, buy, remember, and share using Marc Lou-inspired viral product patterns.
- ▌ Mimicry Behavioral · hashgraph-online bundleApply behavioral mimicry — making an interface element behave like a familiar physical object so the user''s physical-world intuitions transfer to the digital interaction. Use when designing gestures, animations, transitions, drag-and-drop, scroll behaviors, or any interaction where physical-world analogies could clarify the experience. Behavioral mimicry is more durable than visual skeuomorphism — physics-mimicking behaviors age well — but it requires deliberate calibration: too much physical fidelity slows the interaction down without communicating anything new.
- ▌ Muapi Design Guide · hashgraph-onlineCreate a comprehensive brand design guide — color palette, typography pairings, UI component previews, and visual identity rules with example mockups.
- ▌ Superloopy Clone · hashgraph-online bundleUse when the user asks for Superloopy clone or asks to clone, rebuild, reverse-engineer, replicate, or copy a website or page into a Superloopy-governed implementation. Triggers on "loopy clone", target URLs plus requests such as "clone this site", "rebuild this page", "make a copy of this website", "pixel-perfect clone", or "AI website clone". Requires browser automation and records component specs, assets, implementation, build output, and visual QA as Superloopy evidence.
- ▌ Muapi Logo Creator · hashgraph-online bundleEngineer professional-grade brand logos using geometric primitives and negative space — generates minimalist, scalable vector-style marks via muapi.ai
- ▌ Docs Agile Integration · hashgraph-online bundleIntegrate documentation work with Agile product development by making docs visible in sprint planning, release trains, definitions of done, review timing, and retrospective improvement. Use when docs are missing from scrum boards, stories, acceptance criteria, release planning, or cross-team work, or when writers need a lightweight process for documentation inside Agile teams.
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- ▌ Sop Library · hashgraph-onlineManage agency SOPs. Use when: creating, assigning, versioning, or auditing standard operating procedures.
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- ▌ Zotero Research · hashgraph-onlineUse when the user wants to search, browse, read, summarize, cite, annotate, or manage their Zotero library through Zotero MCP. Triggers include Zotero, 文献库, 查文献, 读论文, PDF 注释, citation key, BibTeX, 标签, 集合, and adding or updating Zotero items.
- ▌ Htmx Security · hashgraph-online bundleReview and harden security for htmx and server-driven web apps. Use when handling user-supplied HTML, escaping or sanitizing fragments, adding CSP, evaluating XSS risk, configuring CSRF or cookies, loading htmx from a CDN, using SRI hashes, accepting hx-* attributes from content, or reviewing htmx request headers and history caching.
- ▌ Martech Audit · hashgraph-onlineAudit the martech stack. Use when: evaluating marketing tools, recommending consolidation, or choosing between platforms.
- ▌ Vda 6 3 Audit · hashgraph-online bundle>- VDA 6.3 Process Audit — conduct or prepare for a process audit using the VDA 6.3 methodology, evaluate process elements P1–P7, calculate degree of fulfillment, classify findings, and generate an audit report. Use when a customer requests a VDA 6.3 audit, when auditing a supplier's manufacturing process, or when preparing for a VDA process audit visit. Covers VDA 6.3 4th edition (2023).
- ▌ Simulink Baseline Test · hashgraph-onlineCreate a MATLAB baseline regression test class for a Simulink model. Use when asked to create a baseline test, golden-reference test, or regression test for a Simulink model.
- ▌ Octopus Architecture · hashgraph-online bundleSystem architecture and API design with multi-AI consensus — use for design reviews and new subsystems
- ▌ Rust Bevy State Flow · hashgraph-online bundleDesign and review Bevy game state flow with plugins, AppState enums, OnEnter and OnExit setup, state-scoped cleanup, menus, pause screens, transitions, and run conditions. Use when adding reusable Bevy game state management, debugging duplicated entities after transitions, or separating menu, loading, playing, paused, and game-over logic.
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- ▌ Aesthetics Router · hashgraph-online bundleUse this skill whenever a design task involves the felt quality of an interface — beauty, polish, brand voice, persuasion, emotional response, marketing surfaces, hero sections, onboarding tone, empty/celebration states, illustrations, mascots, avatars. Trigger when the user mentions tone, polish, brand, "feels cold/cheap/premium," personality, voice, mascot, hero, "make it more delightful," or asks how a screen should make the user feel. Framework-agnostic. Routes the model to the right aesthetics principle in this plugin.
- ▌ Enforce Design CI · hashgraph-online bundleUse when a repository needs deterministic pull-request checks for new accessibility, design-token, component-structure, responsive, and UI-state regressions with file-level evidence.
- ▌ Extracting Tables · hashgraph-onlineUse when extracting tabular data from PDFs, spreadsheets, or images. Covers layout-aware table detection, table model selection, output formats (markdown / JSON cells), and known limits.
- ▌ Frontend Engineer · hashgraph-online bundle> 作为 Team Skills Platform 中的 Frontend Engineer（前端开发），负责前端页面、交互、状态流与前端接口接入的实现和自测。 当用户明确点名该角色，或当前任务需要该角色承担主责时使用。
- ▌ Hierarchy Spatial · hashgraph-online bundleUse this skill when constructing visual hierarchy through layout, position, size, and whitespace — not type, not color. Trigger when laying out a page or section and deciding what gets the dominant region, where to place the focal element, how much breathing room to give it, and how secondary elements should arrange around it. Trigger when reviewing a layout that "feels cramped" or "feels lost," when a hero''s CTA is competing with surrounding content, or when a dashboard''s primary KPI is the same size as everything else. Sub-aspect of the broader `hierarchy` principle; read that first if you haven''t already.
- ▌ Perception Router · hashgraph-online bundleUse this skill whenever a design task involves visual perception, layout, hierarchy, grouping, scanning order, attention, color organization, or composition — regardless of framework, design system, or platform. Trigger when the user is laying out a screen, page, slide, poster, dashboard, mobile view, or print piece; choosing what to emphasize; deciding how things should group; picking type sizes, spacing, or color roles; reviewing why something "looks busy" or "feels empty"; or asking "where should the eye land first." Routes the model to the right perception principle in this plugin and surfaces the most-decisive ones for the surface in question. Framework-agnostic: applies to web, mobile, print, physical product, slide design, and information graphics alike.
- ▌ Snr Densification · hashgraph-online bundleUse this skill when a design has *too much* whitespace — when the SNR pendulum has swung from cluttered all the way to sparse, sterile, or "empty-feeling," and you need to add signal density without adding noise. Trigger when reviewing a UI that "feels thin," "feels under-built," or where users complain "I''m scrolling forever to get to anything." Also trigger when designing power-user surfaces (admin panels, IDEs, data tools) that need higher density than consumer defaults. Sub-aspect of `signal-to-noise-ratio`; read that first if you haven''t already.
- ▌ Solidworks Design · hashgraph-online bundlePlan, create, modify, inspect, repair, validate, save, and export SolidWorks parts, assemblies, and drawings. Use for any request involving SolidWorks CAD geometry, engineering drawings or reference images, materials, fits, tolerances, fasteners, mates, mass properties, or STEP/IGES/STL/PDF deliverables. Orchestrates the mandatory knowledge-base pre-start, catalog lookup, deterministic validation, and consent-based session reporting workflow.
- ▌ Langfuse Coding Trace · hashgraph-online bundle为编码工作流提供 Langfuse 链路追踪能力。当执行 logic-layer-method-impl 等编码 skill 时，自动上报每个大步骤（识别模式、代码生成、编译、启动、单元测试、代码修复）的开始/结束事件到自部署 Langfuse，实现全流程可观测。凡用户涉及编码流程监控、追踪、可观测性、Langfuse 上报时均应触发此 skill，配合其他编码类 skill 联合使用。
- ▌ Skill Intent Contract · hashgraph-online bundleUse when starting a complex or ambiguous task that risks scope drift
- ▌ Skill Review Response · hashgraph-online bundleUse when a reviewer, CI bot, or another AI leaves feedback to address
- ▌ Skill Thought Partner · hashgraph-online bundleBrainstorm creatively with pattern spotting and paradox hunting — use for ideation and exploration
- ▌ Yandex Direct Unified · hashgraph-online bundleЕдиная точка входа для безопасной работы с Яндекс.Директом: авторизация, чтение кабинета, Метрика, Wordstat, семантика, подготовка изменений и контролируемая запись.
- ▌ Agency Dashboard · hashgraph-onlinePortfolio-level agency dashboard aggregating health metrics across all client brands — campaign status, budget pacing, KPI attainment, team utilization. Use when reviewing cross-brand portfolio health, preparing for agency leadership standups, or getting a single-view snapshot of all client accounts.
- ▌ Audience Profile · hashgraph-onlineBuild detailed buyer personas. Use when: demographics, psychographics, behaviors, JTBD, content preferences.
- ▌ Autopilot Status · hashgraph-onlineCheck campaign autopilot status. Use when: health scores, auto-corrections, guardrail review, campaigns needing attention.
- ▌ Competitor Pages · hashgraph-onlineCreate competitor comparison pages. Use when: \"X vs Y\" layouts, alternatives pages, feature matrices, roundup pages.
- ▌ Funnel Architect · hashgraph-online bundleDesign marketing funnels. Use when: mapping customer journeys, attribution modeling, or conversion paths.
- ▌ Influencer Brief · hashgraph-onlineCreate influencer campaign briefs. Use when: setting creator criteria, FTC compliance, or measurement plans.
- ▌ Paid Advertising · hashgraph-online bundlePlan paid advertising campaigns. Use when: managing Google Ads, Meta Ads, LinkedIn Ads, bid strategy, or budget optimization.
- ▌ Redirect Manager · hashgraph-onlineManage URL redirects. Use when: creating 301/302 redirects, auditing chains, fixing loops, or deploying via CMS MCP.
- ▌ Search Knowledge · hashgraph-onlineSearch stored brand knowledge. Use when: recalling past learnings, voice guidelines, or competitor insights via semantic search.
- ▌ Segment Audience · hashgraph-onlineCreate audience segments. Use when: building or updating CRM or email platform segments for campaign targeting.
- ▌ Trust And Liking · hashgraph-online bundleUse when improving cold outreach, sales conversations, customer discovery, community moderation, referral asks, partnership messages, interviews, or relationship-based persuasion where similarity, compliments, familiarity, cooperation, association, or rapport may affect trust.
- ▌ Validate Profile · hashgraph-onlineValidate a brand profile end-to-end — required fields, voice/audience completeness, connector reachability, credentials health, and compliance prerequisites — without exposing credential values. Run after any credential change or brand-profile edit.
- ▌ Peer Review Loop · hashgraph-online> Peer Review Ralph Loop — combines Cavekit kits with a Ralph Loop and true cross-model peer review using Codex (OpenAI). Claude builds from specs; Codex reviews adversarially. Primary path: Codex CLI delegation via codex-review.sh (fast, no MCP overhead). Legacy fallback: Codex as MCP server when CLI delegation is unavailable. Covers setup, iteration patterns, convergence detection, and completion criteria. Triggers: "peer review loop", "ralph loop with codex", "cavekit ralph", "peer review build loop", "cross-model loop", "codex peer reviewer", "cavekit to ralph loop"
- ▌ Budget Optimizer · hashgraph-onlineOptimize budget allocation. Use when: channel spend reallocation, data-driven budget planning, ROI-based justification.
- ▌ Contrast Framing · hashgraph-online bundleUse when sequencing offers, pricing tiers, proposals, negotiation anchors, product demos, before-after comparisons, concession framing, reason-giving, request wording, or comparative messaging where contrast effects or shallow reasons may distort decisions.
- ▌ Gitlab Portfolio · hashgraph-onlineUse when you need a single-pane cross-repo health view across all vault-registered GitLab and GitHub projects. Discovers repos from `_overview.md` frontmatter in `<vault>/01-projects/*/`, aggregates open issues, MRs, critical labels, and stale signals via parallel `glab`/`gh` calls, then writes an idempotent `_PORTFOLIO.md` dashboard. Runs automatically at session-start Phase 2 when `gitlab-portfolio.enabled=true`. Triggers: "show portfolio status", "refresh the portfolio dashboard", "which repos have critical issues", "run /portfolio". <example>Context: session-start, gitlab-portfolio.enabled=true, vault has 5 registered repos. user: "/session deep" assistant: "Portfolio: 3 critical issues across 2 repos — run /portfolio for details. Dashboard written to vault/01-projects/_PORTFOLIO.md."</example>
- ▌ Rg Budget Search · hashgraph-onlineIn large or many-file projects, prefer cxs over raw rg/grep to reduce context waste.
- ▌ Managing Cloud Usage · hashgraph-onlineUse when the user asks about quota, billing visibility, or processed-page counts. Covers GET /v1/usage — query params, response shape, when to report usage proactively to the user.
- ▌ Speculative Pipeline · hashgraph-online> A pipeline execution strategy where downstream stages start before upstream stages finish, using staggered timing with configurable delays. The leader begins first, and followers start after a delay, building from whatever partial output exists. Combined with convergence loops, early follower output self-corrects as upstream artifacts solidify. Cuts total pipeline time dramatically -- a 3-stage pipeline that takes 12 hours sequentially can finish in roughly 7 hours with speculative-pipeline staggering. Triggers: "speculative-pipeline", "staggered pipeline", "parallel prompts with delay", "overlap pipeline stages", "faster pipeline".
- ▌ Versioning Documents · hashgraph-onlineUse when the user wants to retrieve a stored document and its extraction result, list a document's versions, or diff two versions. Covers GET /v1/documents/{id}, GET /v1/documents/{id}/versions, and the sync-with-async-fallback diff at GET /v1/documents/{id}/diff plus its poll endpoint.
- ▌ Codebase Exploration · hashgraph-online bundle>- Explore and understand codebases using SocratiCode semantic search, dependency graphs, and context artifacts. Use when exploring code, understanding architecture, finding functions/types, analysing dependencies, searching database schemas or API specs, or when socraticode/codebase_search tools are available. Activates when the user asks about code structure, wants to find where a feature lives, or needs to understand how code is organised.
- ▌ Consistency Internal · hashgraph-online bundleApply internal consistency — making your product coherent with itself across all surfaces, components, and flows. Use when designing or auditing component libraries, defining design tokens, settling cross-team naming conventions, planning a design-system rollout, integrating acquired or legacy code, or evaluating whether two features should share or diverge in their interaction model. Internal consistency is enforced through design systems, shared vocabularies, and process discipline; it erodes through hand-off losses, sprint-driven shortcuts, and team boundaries that don''t coordinate.
- ▌ Context Architecture · hashgraph-online| Progressive disclosure architecture for organizing project context as a DAG (directed acyclic graph). Agents enter at the root and traverse only the subgraph relevant to their task. Covers the 4-tier information flow (refs → kits → plans → impl), CLAUDE.md hierarchy across context/ and source tree, index files as DAG hub nodes, nesting rules, and backward compatibility. Trigger phrases: "context architecture", "progressive disclosure", "organize context for agents", "context directory structure", "how to structure docs for AI", "context hierarchy"
- ▌ Audit Search · hashgraph-onlineSearch AxonFlow audit trail for recent tool executions, policy decisions, and compliance evidence
- ▌ Entity Audit · hashgraph-onlineAudit brand entity consistency. Use when: checking Wikidata, Knowledge Panel, or directory discrepancies.
- ▌ Secret Guard · hashgraph-onlineScan staged diff (or specified files) for leaked secrets with redacted output