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Skills in this repository
SkillsMP has collected 418 skills from ashutoshsrivastava17/skill-library. Open a skill to review its source and details.
ashutoshsrivastava17/skill-libraryShowing 40 of 418 collected skills.
Optimize warehouse operations — layout design, pick/pack/ship workflows, inventory accuracy, labor planning, WMS evaluation, and KPI tracking. TRIGGER when: user says /warehouse-operations or asks about warehouse optimization.
Design circular economy initiatives — waste stream analysis, material flow mapping, reuse/recycle strategies, business model innovation, and metrics. TRIGGER when: user says /circular-economy or asks about circular economy and waste reduction.
Create DEI reports — demographic data, representation metrics, pay equity analysis, inclusion survey results, and progress tracking. TRIGGER when: user says /dei-reporting or asks about diversity, equity, and inclusion reporting.
Measure social impact — stakeholder mapping, impact pathways, indicator selection, data collection, attribution, and impact reporting. TRIGGER when: user says /social-impact or asks about measuring social impact and outcomes.
Manage water resources — usage assessment, conservation strategies, wastewater treatment, regulatory compliance, and reduction targets. TRIGGER when: user says /water-management or asks about water conservation and management.
Create operational runbooks for AI agent systems — monitoring, failure modes, fallback procedures, human escalation triggers, and recovery steps. Document agent behavior expectations and operational guardrails. TRIGGER when: user says /agent-runbook, "agent…
Establish AI governance frameworks — define responsible AI principles, model cards, bias auditing processes, approval workflows, compliance requirements, and documentation standards for trustworthy AI deployment. TRIGGER when: user says /ai-governance, "AI…
Review data labeling quality — evaluate annotation guidelines, measure inter-annotator agreement, track quality metrics, handle edge cases, and optimize labeling pipelines for reliable ML training data. TRIGGER when: user says /data-labeling-review, "data…
Assess risks of LLM-powered features — hallucination, bias, data leakage, prompt injection, compliance, and safety concerns. Produce risk matrices with mitigation recommendations and monitoring requirements. TRIGGER when: user says /llm-risk-review, "LLM…
Analyze and optimize AI/ML model costs — token usage, model selection, caching strategies, batching, and cost-per-query optimization. Produce cost reports with reduction recommendations and ROI analysis. TRIGGER when: user says /model-cost-review, "model…
Monitor ML/AI models in production — detect drift, track performance degradation, measure latency, assess data quality, and configure alerting thresholds for reliable model operations. TRIGGER when: user says /model-monitoring, "model monitoring", "model…
Evaluate and improve prompts for LLM-based features — test for quality, consistency, safety, edge cases, and cost efficiency. Compare prompt variants with structured evaluation criteria. TRIGGER when: user says /prompt-eval, "prompt evaluation", "evaluate…
Design and evaluate RAG (Retrieval-Augmented Generation) pipelines — define retrieval strategies, chunking approaches, embedding selection, reranking, evaluation metrics, and optimization techniques. TRIGGER when: user says /rag-pipeline, "RAG pipeline",…
Review automated workflows for reliability, error handling, monitoring gaps, and optimization opportunities. Assess automation maturity and recommend improvements. TRIGGER when: user says /workflow-automation-review, "automation review", "workflow review",…
Analyze A/B test results with statistical significance testing, effect size estimation, confidence intervals, segment analysis, and structured decision frameworks for reliable experiment conclusions. TRIGGER when: user says /ab-testing-analysis, "A/B test…
Design effective dashboards with audience analysis, metric hierarchy, layout principles, visualization selection, interactivity patterns, and refresh cadence for clear data communication. TRIGGER when: user says /dashboard-design, "design a dashboard", "build…
Design data models using dimensional modeling (star/snowflake schemas), entity-relationship diagrams, naming conventions, slowly changing dimensions, and comprehensive documentation standards. TRIGGER when: user says /data-modeling, "design data model", "star…
Analyze conversion funnels with stage definition, drop-off identification, segment comparison, cohort tracking, and data-driven optimization recommendations to improve conversion rates. TRIGGER when: user says /funnel-analysis, "funnel analysis", "conversion…
Define KPIs with structured methodology: metric selection, leading vs lagging indicators, target setting, measurement methodology, data sources, and governance frameworks for consistent organizational alignment. TRIGGER when: user says /kpi-definition,…
Automate reporting workflows with data source mapping, transformation logic, scheduling, distribution channels, error handling, and long-term maintenance plans for reliable recurring reports. TRIGGER when: user says /report-automation, "automate reports",…
Enable self-service analytics for business users with data catalog design, governed datasets, user training programs, semantic layer architecture, and role-based access controls. TRIGGER when: user says /self-service-analytics, "self-service analytics", "data…
Draft communications for organizational changes — reorgs, policy changes, tool migrations, process updates. Balances clarity, empathy, and action. TRIGGER when: user says /change-communication, "communicate this change", "announce a reorg", "policy change…
Create FAQ documents for organizational changes — anticipate employee questions, draft clear answers, and organize by theme. Covers restructures, policy changes, tool migrations, and leadership transitions. TRIGGER when: user says /change-faq, "change FAQ",…
Develop crisis communication plans — holding statements, stakeholder messaging, media responses, timeline management, and escalation procedures. TRIGGER when: user says /crisis-comms, needs a crisis communication plan, is managing a PR crisis, or needs to…
Create executive briefings with situation summaries, key data points, options analysis, recommendations, and decision frameworks. TRIGGER when: user says /executive-briefing, needs to brief an executive, wants to prepare a decision memo, or is creating a…
Draft executive-level emails — concise, action-oriented, with appropriate tone for C-suite or board communications. Covers updates, requests, announcements, and sensitive topics. TRIGGER when: user says /executive-email, "executive email", "CEO email",…
Draft internal communications — company announcements, policy changes, org updates, and change management messaging for employees and teams. TRIGGER when: user says /internal-comms, needs an internal announcement, wants to communicate a policy change, or is…
Structure meeting agendas with objectives, time allocations, pre-reads, discussion topics, and desired outcomes for productive meetings. TRIGGER when: user says /meeting-agenda, "create agenda", "plan this meeting", "meeting structure", or "set up agenda".
Write newsletters with content curation, section structure, engagement hooks, calls to action, and audience segmentation strategies. TRIGGER when: user says /newsletter, wants to write a newsletter, needs help with email content, or is building a recurring…
Build presentation outlines with narrative arc, key messages, slide structure, speaker notes, and audience engagement techniques. TRIGGER when: user says /presentation-outline, needs to build a presentation, is preparing a talk, or wants to structure a pitch…
Write professional press releases with headline, lead paragraph, quotes, boilerplate, media contact info, and distribution strategy. TRIGGER when: user says /press-release, asks to write a press release, needs a media announcement, or wants to draft a news…
Craft targeted messaging for different stakeholder groups — investors, partners, employees, customers, regulators. Tailors tone, detail level, and framing to audience. TRIGGER when: user says /stakeholder-messaging, "write stakeholder update", "tailor this…
Write town hall and all-hands meeting scripts with opening, agenda flow, Q&A facilitation, and closing. Structure for leadership delivery with speaker notes and timing. TRIGGER when: user says /town-hall-script, "town hall script", "all-hands script",…
Build customer segments — behavioral, demographic, psychographic, and needs-based segmentation with persona creation and targeting strategy. TRIGGER when: user says /customer-segmentation, "segment our customers", "build customer personas", "customer…
Audit customer experience — heuristic evaluation, consistency checks, accessibility review, performance assessment, and competitive benchmarking. TRIGGER when: user says /experience-audit, "audit our CX", "experience review", "CX assessment", "heuristic…
Design feedback programs — collection methods, survey design, response workflows, closed-loop processes, and reporting cadence. TRIGGER when: user says /feedback-management, "design a feedback program", "survey strategy", "customer feedback plan",…
Map customer journeys end-to-end — touchpoints, emotions, pain points, moments of truth, channel transitions, and opportunity identification. TRIGGER when: user says /journey-mapping, "map the customer journey", "touchpoint analysis", "customer journey map",…
Analyze NPS data — score decomposition, driver analysis, segment comparison, trend tracking, verbatim coding, and action planning. TRIGGER when: user says /nps-analysis, "analyze NPS", "net promoter score report", "NPS trends", "why is our NPS dropping",…
Design service blueprints — frontstage and backstage actions, support processes, physical evidence, failure points, and improvement opportunities. TRIGGER when: user says /service-design, "service blueprint", "design the service", "frontstage backstage",…
Synthesize voice of customer data — feedback aggregation across channels, theme extraction, sentiment analysis, priority ranking, and insight reporting. TRIGGER when: user says /voice-of-customer, "VoC report", "aggregate customer feedback", "what are…