lean-ux-canvas
lean-ux-canvas
Guide teams through Lean UX Canvas v2. Use when framing a business problem, surfacing assumptions, and defining what to learn next.
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stakeholder-mapping
stakeholder-mapping
Prioritize stakeholders using two complementary grids. Use when setting engagement strategy and surfacing whose voice needs elevating after stakeholder identification.
extracting-sdoh
extracting-sdoh
Extracts social determinants of health (SDOH) — housing instability, food insecurity, unemployment, transportation barriers, social isolation, financial strain — from clinical narrative and maps the spans to ICD-10-CM Z-codes (Z55–Z65). Use after running OpenMed NER when the user wants SDOH surfacing, Z-code suggestion, health-equity analytics, or to recove…
git-forensics-scanner
git-forensics-scanner
Git diff forensics for surfacing and classifying code changes for trojan detection
bio-structural-biology-structure-navigation
bio-structural-biology-structure-navigation
Navigate the Bio.PDB SMCRA hierarchy (Structure-Model-Chain-Residue-Atom) safely, surfacing the heterogeneity it hides by default. Use when deciding how to handle altloc/DisorderedAtom conformers before a distance or RMSD, indexing residues insertion-code-safe with the full (hetflag, resseq, icode) tuple, choosing the ATOM/observed vs SEQRES/canonical vs Un…
pedagogical-content-knowledge-developer
pedagogical-content-knowledge-developer
Develop pedagogical content knowledge for a topic by surfacing common misconceptions and effective representations. Use when preparing to teach unfamiliar content or improving teaching of hard topics.
analyze-dashboard
analyze-dashboard
Deeply analyze Amplitude dashboards by analyzing key charts, surfacing top areas for concern and takeaways, identify anomalies, then explain changes using customer feedback trends.
critiquing-own-response
critiquing-own-response
Reviews the agent's own immediately preceding response as an advisory pass, surfacing assumptions, reasoning gaps, alternatives, and unverified claims. Use ONLY when the user explicitly asks for self-critique, critical thinking, or challenges to the agent's prior answer. Do not use for normal follow-ups, someone else's work, automatic checking, or independe…
marketing-attribution
marketing-attribution
Guides selection and honest application of a marketing attribution model, surfacing common measurement traps. Use when evaluating channel ROI, auditing tracking, or choosing between attribution models.
agentforce-tool-use-patterns
agentforce-tool-use-patterns
Pick the right tool shape for each agent action: Apex invocable vs Flow action vs External Service vs Prompt Template vs Data Cloud retrieval. Covers action selection by use case, argument design for LLM clarity, return-shape contracts, error-surfacing, cost implications, and when to chain tools vs keep a single action. NOT for authoring a specific action (…
code-archaeologist
code-archaeologist
Deep historical context analysis for code evolution, risk assessment, and pattern compliance. Use BEFORE modifying any code to detect reverts, hotspots, god objects, and required patterns. Prevents repeating past mistakes by surfacing what was tried before and why it failed.
collaboration-commitment-tracker
collaboration-commitment-tracker
Tracks every commitment made across active research collaborations from email — data sharing promises, co-authorship agreements, analysis contributions, review commitments, and meeting obligations — surfacing those that are unmet or at risk. Use when a researcher wants to hold collaborators accountable and ensure their own commitments are on track. Triggers…
compliance-check
compliance-check
Run a compliance check on a proposed action, product feature, or business initiative, surfacing applicable regulations, required approvals, and risk areas. Use when launching a feature that touches personal data, when marketing or product proposes something with regulatory implications, or when you need to know which approvals and jurisdictional requirement…
compliance-checklist
compliance-checklist
Provides a checklist framework for surfacing potentially applicable application-compliance obligations across declared jurisdictions (Japan / EU / US-CA / platform stores). The Skill is invoked by product-manager, security-reviewer, and technical-writer when a capability that may have legal exposure is added (chat / payments / PII collection / data export).…
einstein-bot-architecture
einstein-bot-architecture
Use when designing conversational AI architecture on Salesforce: Einstein Bot dialog design, Agentforce Agent topic planning, intent models, NLU training strategy, bot-to-agent handoff, escalation paths, knowledge article surfacing, and bot analytics. Triggers: 'einstein bot architecture', 'agentforce dialog design', 'bot handoff to agent', 'intent model tr…
flow-invocable-from-apex
flow-invocable-from-apex
Author @InvocableMethod Apex classes that Flow can call as Actions. Design the input / output variable contract, bulk semantics (one list in, one list out), null handling, and error surfacing. Also covers the inverse direction: calling a flow from Apex via Flow.Interview. NOT for general Apex authoring (use apex-service-selector-domain). NOT for REST-expose…
sales-level-ai
sales-level-ai
Level AI platform help — contact center intelligence with Naviant semantic AI, InstaScore 100% automated QA, Real-Time Agent Assist (AgentGPT), Voice of Customer analytics (iCSAT), AI Virtual Agent, screen recording, omnichannel analysis. Use when setting up Level AI InstaScore QA scorecards for contact center agents, AgentGPT real-time assist not surfacing…
vendor-coordination-tracker
vendor-coordination-tracker
Tracks every outstanding vendor coordination item across active transactions — inspectors, appraisers, contractors, title companies, lenders, and attorneys — surfacing what has been scheduled, what is pending, and what is blocking a transaction. Use when an agent wants to ensure all third-party coordination is on track across their deals. Triggers on "vendo…
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