slo-implementation
Framework for defining and implementing Service Level Indicators (SLIs), Service Level Objectives (SLOs), and error budgets.
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Framework for defining and implementing Service Level Indicators (SLIs), Service Level Objectives (SLOs), and error budgets.
Verifies code implements exactly what documentation specifies for blockchain audits. Use when comparing code against whitepapers, finding gaps between specs…
Execute comprehensive SQL injection vulnerability assessments on web applications to identify database security flaws, demonstrate exploitation techniques, and…
Create and audit presentations (Beamer or Quarto RevealJS). Combines talk creation, visual audit, and compilation. Replaces /create-talk, /visual-audit,…
Utility commands — commit, compile, validate-bib, journal, context-status, deploy, learn. Replaces individual utility skills.
Translate Beamer LaTeX to Quarto RevealJS. Multi-phase workflow with TikZ extraction and QA.
World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. Expertise in Python (NumPy, Pandas,…
World-class ML engineering skill for productionizing ML models, MLOps, and building scalable ML systems. Expertise in PyTorch, TensorFlow, model deployment,…
World-class prompt engineering skill for LLM optimization, prompt patterns, structured outputs, and AI product development. Expertise in Claude, GPT-4, prompt…
Automated test validation, coverage checking, and quality metrics with aggressive defaults
Save URLs with auto-extracted insights, credibility scoring, and vault routing
Use when starting feature work that needs isolation from current workspace or before executing implementation plans.
Für MSA Rahmenvertrag: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt.
Für Nacherfüllung Vorrang: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt.
Für NDA Standardbedingungen: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt.
When the user wants concrete recommendations on how to improve their social media performance. Also use when the user mentions 'what should I do next,' 'how do…
When the user wants to analyze how their social media posts are performing. Also use when the user mentions 'analytics,' 'performance,' 'how did my posts do,'…
When the user wants platform-specific tactical guidance for LinkedIn, Twitter/X, Threads, or Bluesky. Also use when the user mentions 'LinkedIn strategy,'…
Map protected feature combinations and identify technically meaningful, plausibly unprotected white space.
Map a persistent two-pole tension where both poles contain value: upsides/downsides of over-focusing each pole, warning signs, and practices that manage the…
Map candidate research fields or subfields, their maturity, competition, entry barriers, and opportunity structure. Evidence/tool acquisition is host-selected.
Use when crafting executive POVs, visionary articles, or keynote narratives that elevate brand authority.
Framework for monitoring activation, engagement, and monetization guardrails.
Method for translating product telemetry into ROI narratives and expansion
Master modern SQL with cloud-native databases, OLTP/OLAP optimization, and advanced query techniques. Expert in performance tuning, data modeling, and hybrid…
Master Stripe payment processing integration for robust, PCI-compliant payment flows including checkout, subscriptions, webhooks, and refunds.
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
Smart backward and forward citation following via Semantic Scholar, with relevance filtering and deduplication
Universal Meta-Analysis Codebook v2.2 - AI-Human collaboration for meta-analysis data extraction. 4-layer design: Identifiers, Statistics, AI Provenance, Human…
Validate bibliography entries against citations in all source files. Find missing entries and unused references. Make sure to use this skill whenever the user…
Use when the user asks to inspect Sentry issues or events, summarize recent production errors, or pull basic Sentry health data via the Sentry API; perform…
Model interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining machine learning model predictions,…
Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval…
Use when starting any conversation. Establishes how to find and use skills, requiring skill invocation before any response.
Create comprehensive UX design with user flows, wireframes, and design systems.
HNSW vector search for pattern similarity retrieval and knowledge graph maintenance with PageRank scoring, community detection, and 3-tier memory management.
Für Negative Feststellung AGB: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt.
Für Non Solicitation: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt.
Für Non Solicitation: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Tatbestands- oder Anspruchsmatrix.
When the user wants to write a social media post for LinkedIn, Twitter/X, Threads, or Bluesky. Also use when the user mentions 'write a post,' 'draft a post,'…
When the user wants to write a multi-part thread for Twitter/X, LinkedIn, or other platforms. Also use when the user mentions 'thread,' 'Twitter thread,'…
Write long-form X (Twitter) posts and threads in a founder/CEO voice. Use when drafting X articles, long tweets, thought leadership threads, or viral content.…
Represent stakeholder jobs, desired outcomes, pains, gains, dependencies, and conflicts relevant to the research target.
Model the research system from stakeholder and boundary perspectives: define what is inside/outside the system, identify stakeholder jobs and stakes, classify…
Enumerate attackable dimensions of an artifact and rate exposure/accessibility.
Use to define validation, freshness, and compliance checks for enriched
Use to map pricing/packaging tiers to tailored value pillars, proof,
Use to craft executive-ready value narratives and ROI/TCO stories for
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