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Use when a task needs the judgment of a tenure-track or tenured Agricultural Sciences faculty member at a land-grant university — deciding whether to submit a grant this cycle versus wait, allocating time across the teaching/research/extension appointment split, diagnosing a stalled graduate student or field trial, or drafting a tenure-and-promotion dossier narrative.
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Use when a project contains docs/memory/, or when the user asks to remember, retrieve, update, compact, forget, or audit project memory. MemoryCustodian manages local plain-text project memory with minimal context loading.
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Guides developers through implementing event and conversion ingestion to Google products using the Data Manager API /v1/events/ingest endpoint and its associated client libraries. Use this skill when the user wants to upload offline conversions, enhanced conversions for leads, click conversions, Google Analytics web or app events, or any other event ingestion use case supported by the Data Manager API. Don't use for uploading audience members (use the data-manager-api-audience-ingestion skill).
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Assess whether your leadership behaviors amplify or diminish your team using Liz Wiseman's Multipliers framework. Use when a leader asks "am I a good manager", "why isn't my team performing at their potential", "I feel like I'm doing all the thinking for my team", "my team seems dependent on me", "I want to be a better leader", "how do I empower my people", or "my team is smart but underperforming". Also trigger when someone describes always having the best ideas in the room, team members not taking initiative, reports waiting for direction before acting, or a leader who feels exhausted from carrying the team. Diminisher patterns are often invisible to the leader exhibiting them.
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Use when the user says "write my investor update", "monthly update for investors", "quarterly investor email", "investor communication", "LP update", "board update", "shareholder update", "what do I tell my investors this month", "how do I write a good investor update", or wants to communicate progress, metrics, and needs to existing investors or board members on a recurring basis.
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Configure the Industries Enhanced Timeline in Health Cloud to display clinical events, custom object records, and activity history on a patient or member record. Trigger keywords: Enhanced Timeline, TimelineObjectDefinition, Industries Timeline, timeline categories, clinical event display, timeline configuration. NOT for building a custom timeline or patient-card LWC — use apex/health-cloud-lwc-components. NOT for the standard Task and Event activity timeline — use admin/activity-and-task-patterns.
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Configuring Salesforce opportunity management: sales stages, sales processes, opportunity record types, Path configuration, opportunity teams, opportunity splits, and forecasting categories. Use when setting up or restructuring the opportunity lifecycle for Sales Cloud. NOT for forecast types, rollup methods, quotas or manager adjustments — use admin/collaborative-forecasts. NOT for agreeing what the stages and exit criteria should be before any build — use admin/sales-process-mapping. NOT for CPQ pricing or product configuration. Keywords: BusinessProcess, sales process, OpportunityStage, ForecastCategoryName, PathAssistant, OpportunitySplit, OpportunitySplitType, OpportunityTeamMember, Opportunity.settings, enableOpportunityTeam, IsClosed, IsWon, IsPrivate.
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Use this skill when configuring the Financial Services Cloud (FSC) household data model — including Household record type setup, Primary Group assignment, ACR-based membership, rollup field inclusion, and batch rollup scheduling. NOT for NPSP household account configuration (use admin/npsp-household-accounts), non-FSC Account hierarchies, or standard Contact-Account relationships outside of FSC.
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Configure patient or member records in Salesforce Health Cloud: Person Account enablement, patient record types, care team role configuration, patient card customization, clinical data display. Trigger keywords: patient setup, Health Cloud person account, patient card component, care team roles, clinical data display. NOT for Person Accounts outside Health Cloud - use data/person-accounts. NOT for enrolling a patient into a care program - use admin/care-program-management.
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Use when creating a new Experience Cloud site: selecting LWR vs Aura template, configuring branding and navigation, setting up a custom domain, and using Experience Builder. Trigger keywords: create new Experience Cloud site, LWR vs Aura template, set up community portal domain, Experience Builder page builder, branding sets, navigation menu configuration, Microsite LWR, Build Your Own LWR. NOT for coding LWR themes or custom components — use lwc/lwr-site-development. NOT for deploying a finished site to another org — use devops/experience-cloud-deployment-admin. Also covers the deployable metadata: Network, CustomSite, NavigationMenu, ExperienceBundle, DigitalExperienceBundle, urlPathPrefix, networkMemberGroups, emailSenderAddress, site status Live vs UnderConstruction.
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Set up or tune Experience Cloud content moderation: keyword/criteria rules, member reputation system, moderation queue. Triggers: 'set up community content moderation', 'configure reputation levels', 'flagging rules Experience Cloud', 'moderation queue setup', 'keyword blocking community', 'approve community posts before publishing'. NOT for publishing or scheduling CMS articles on the site — use admin/experience-cloud-cms-content. NOT for deciding which behaviours to reward or how to name reputation tiers — use admin/community-engagement-strategy.
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Use when designing or configuring public pages on an Experience Cloud site — guest user profile setup, page-level access settings in Experience Builder, object/field visibility for unauthenticated visitors, and explicit sharing rules that expose data on public pages. Triggers: 'configure public pages Experience Cloud', 'guest user profile setup', 'unauthenticated site access', 'public community page visibility', 'make page visible without login'. NOT for authenticated user features (use admin/experience-cloud-member-management). NOT for security hardening or remediation of guest user exposure (use security/guest-user-security). Also covers the deployable shape: pageAccess on the route file, the guest Profile's objectPermissions and fieldPermissions, sharingGuestRules, siteGuestRecordDefaultOwner on CustomSite, and the Network guest flags.
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Use when setting up CMS workspaces, creating or publishing content types for Experience Cloud sites, managing content scheduling, or configuring audience targeting on content variants. Triggers: 'set up CMS workspace', 'publish content to Experience Cloud site', 'content scheduling community', 'audience targeting content', 'managed content vs unmanaged', 'custom content type metadata', 'CMS channel configuration'. NOT for moderating member-posted content — use admin/experience-cloud-moderation. NOT for Knowledge vs an external CMS or CMS Connect — use architect/knowledge-vs-external-cms.
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Use this skill when creating, configuring, or troubleshooting FSC Relationship Groups — including Household, Professional Group, and Trust group types; member role assignment via AccountContactRelation FSC fields; Primary Group designation; and group-level wealth aggregation rollups. NOT for standard account relationships, Contact-Account relationships outside FSC, NPSP household configuration, or Financial Account role setup (use admin/financial-account-setup).
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Design, implement, or audit a Change Advisory Board (CAB) process for Salesforce deployments: change classification (standard, normal, emergency), required approvals, deployment gate sequencing, and integration with external ITSM tooling. NOT for scoring how risky one release is - use admin/deployment-risk-assessment. NOT for executing or troubleshooting the deployment itself - use admin/change-management-and-deployment. Also covers: the CAB charter (membership, quorum, decision rights), the CAB decision record artefact and its linter, the change classification matrix, the deployOptions a CAB decision pins (checkOnly, testLevel, rollbackOnError, ignoreWarnings, runTests), the 10-day quick-deploy validity window, the deploy-window vs freeze-register check, and the emergency (ECAB) path with its mandatory retrospective.
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Create and configure Lightning apps in Salesforce Setup, add navigation items and tabs to apps, configure utility bar components, and control app visibility by profile or permission set. Also covers the deployable metadata behind all of that: CustomApplication, CustomTab, and the FlexiPage of type UtilityBar. Trigger keywords: Lightning app, App Manager, custom tab, navigation bar, utility bar, app visibility, CustomApplication, tabs element, standard- tab prefix, defaultLandingTab, formFactors, navType, uiType, workspaceConfig, applicationVisibilities, tabSettings, AppDefinition, TabDefinition, AppTabMember, app deployed but not visible. NOT for console navigation, workspace tabs and subtabs - use admin/service-console-configuration. NOT for the record page or app page inside the app - use admin/lightning-app-builder-advanced.
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AI ผู้ดูแลคอมมูนิตี้ — Discord/FB Group/Line OA — onboarding, engagement calendar, moderation, crisis handling, member retention สำหรับแบรนด์และ creator ไทย
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Obsidian Claw is an ontology-building skill that transforms chaotic notes, raw ideas, voice dumps, and meeting transcripts into a structured, interlinked knowledge base inside Obsidian. Use this skill whenever the user wants to: add new notes to their Obsidian vault and auto-link them to existing ones, build a concept graph or knowledge map, surface forgotten related discussions ("you talked about this with investor X 3 months ago"), extract entities and relationships from unstructured text, or turn scattered thoughts into wiki-style atomic notes. Also trigger when the user mentions "second brain", "Zettelkasten", "PKM", "personal knowledge management", "note graph", "knowledge graph", "link my notes", "organize my vault", "connect ideas", or asks Claude to "remember" something across sessions using Obsidian. If the user is doing anything with Obsidian notes and wants intelligence layered on top, use this skill.
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Drafts a formal Bylaw Amendment Resolution for U.S. corporations, LLCs, or non-profits. Invoke when a board, shareholders, or members approve bylaw changes and need an auditable WHEREAS/RESOLVED record with amendment text, vote tallies, effective date, and secretary certification for minute books, bank submissions, or state filings.
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Drafts a Notice of Removal under the Class Action Fairness Act (CAFA), 28 U.S.C. § 1332(d), transferring a state court class action to federal court. Covers minimal diversity, aggregate amount in controversy exceeding $5 million, 100+ class members, CAFA exceptions, unanimity, timeliness, and required exhibits. Use when a defendant needs to remove a state-filed class action to federal court within 30 days of service.
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Persistent memory patterns for moflo agents — session memory, long-term knowledge, pattern learning, and cross-session context via moflo's node:sqlite + HNSW vector store. Use when building stateful agents or assistants that need to remember across runs.
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Manage the project's TODO list in .unikit/TODO.md — capture work to remember for later, not to do right now. Use it to add a deferred item, mark a todo complete, or show the list. The point is to park tasks you don't want to act on in the moment but don't want to forget. Trigger on "add a todo", "add this to the todo list", "put X on the todo list", "remind me to...", "don't forget to...", "note this for later", "we should do this later", "mark this todo done", "what's on the todo list", "what's left to do". This is only for parking reminders — to actually plan or do the work now, use /unikit-plan, /unikit-implement, or /unikit-devcontext.
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Curate the project's knowledge base and memory in .unikit/memory/ — the indexed reference library of coding standards and framework usage patterns. ALWAYS use this skill whenever the user adds knowledge from a source: a URL, a file, a folder path, a PDF, an article, or a book — any path/link/document is a strong signal for the knowledge base, not a quick rule. Also use it to research or document how the project uses a framework, or to add a researched core/stack knowledge entry. Sub-commands by phrasing: "migrate the rules" or "promote rules" runs migrate-rules; "optimize the knowledge base" or "optimize the rules" runs optimise (extract large sections into references); "validate" re-syncs RULES_INDEX.md; "--module <id>" targets a module. For a quick one-line convention or correction typed as a prompt ("always do X", "never use Y", "remember this") with no source, use /unikit-rules; for architecture decisions use ARCHITECTURE.md.
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Persistent, adaptive vector memory for agents on a ruOS desktop — a Rust-native vector database with local semantic embeddings, HNSW retrieval, and graph relationships. Use to remember and recall across sessions with no database server or API key.
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