Defekte interne Links, tote externe URLs, veraltete Imports, fehlende Querverweise und verwaiste Dateien finden und reparieren.
Analyze an arbitrary codebase to identify functions, APIs, and data sources suitable for exposure as MCP tools, producing a tool specification document.
Improve an existing R-based pictogram glyph for the visualization layer. Covers visual audit of the current glyph, diagnosis of specific issues (proportions, readability, glow…
Perform a security audit of a codebase checking for exposed secrets, vulnerable dependencies, injection vulnerabilities, insecure configurations, and OWASP Top 10 issues.
Configure external uptime monitoring using Blackbox Exporter and Prometheus. Implement SSL certificate monitoring, HTTP endpoint health checks, and status pages for…
備組織受監管檢查：對機構特定焦點區（FDA, EMA, MHRA）評備度。含警告信 與 483 主題析、模擬檢查協、文件包備、檢查事務、應對模板。 監管檢查已宣或預期、定期自評、上檢後已施新系、或重大審計發現或致監管注時用之。
Achieve distributed agreement without central authority using bee democracy, threshold voting, and quorum sensing.
Unify metrics, logs, and traces for cohesive debugging. Implement exemplars for log-to-trace linking, build unified dashboards using RED/USE methods, and enable rapid root cause…
Decommission a validated computerized system at end-of-life. Covers data retention assessment by regulation, data migration validation (mapping, transformation, reconciliation),…
Read a CONTINUE_HERE.md continuation file at session start and resume from where the prior session left off.
Plan a multi-stop tour route with waypoint optimization, drive/walk time estimation, and POI discovery along the route using OSM data.
Test A2A interoperability between agents by validating Agent Card conformance, exercising all task lifecycle states, and verifying streaming and error handling.
Generate and verify a hiking gear checklist optimized for season, duration, difficulty, and group size with weight management.
Assess and improve garden soil through testing, amendment, composting, and biodynamic preparations. Covers jar test, spade test, earthworm count, amendment by soil type (clay,…
Plan a software release cycle with milestones, feature freezes, release candidates, and go/no-go criteria. Covers calendar-based and feature-based release strategies.
Cut gemstones using cabochon and faceting techniques. Covers rough assessment, orientation for optimal color and yield, dopping, cutting angles, and crown/pavilion geometry for…
Implement GitOps continuous delivery using Argo CD or Flux with app-of-apps pattern, automated sync policies, drift detection, and multi-environment promotion.
Plan a complete EU/DACH relocation timeline with dependency mapping between bureaucratic steps, deadline tracking, and country-specific procedure identification.
Perform capacity planning using historical metrics and growth models. Use predict_linear for forecasting, identify resource constraints, calculate headroom, and recommend scaling…
Prepare an organisation for regulatory inspection by assessing readiness against agency-specific focus areas (FDA, EMA, MHRA).
Execute structural metamorphosis using strangler fig migration, chrysalis phases, and interface preservation.
Implement layered collective defense using alarm signaling, role mobilization, and proportional response.
AI context assessment — evaluating problem malleability, mapping structural rigidity versus flexibility, analyzing transformation pressure, and estimating capacity to adapt.
Set up MLflow tracking server for experiment management, configure autologging for popular ML frameworks, compare runs with metrics and visualizations, and manage artifacts in…
Validate statistical analysis output through double programming, independent verification, and reference comparison.
Apply ant colony optimization and foraging theory to resource search, exploration-exploitation tradeoffs, and distributed discovery.
Design monochrome ornamental patterns grounded in Alexander Speltz's classical ornament taxonomy. Covers historical period selection, motif structural analysis, prompt…
Evolve SKILL.md files from agent execution traces using a three-stage pipeline: trajectory collection from observed runs, parallel multi-agent patch proposal for error and success…
Solve problems involving changing magnetic flux using Faraday's law, Lenz's law, motional EMF, mutual and self-inductance, and RL circuit transients.
KI-Situationsbewusstsein — interne Bedrohungserkennung fuer Halluzinations- risiko, Scope-Creep und Kontextdegradation.
Fit hidden Markov models using the Baum-Welch (EM) algorithm with model selection, Viterbi decoding for state sequences, and forward-backward probabilities.
Cultivate edible and medicinal mushrooms from spawn through fruiting. Covers substrate preparation, inoculation methods, incubation conditions, fruiting chamber management,…
Write integration tests for a Node.js CLI application using the built-in node:test module. Covers the exec helper pattern, output assertions, filesystem state verification,…
Screen proposed trademark → conflicts + distinctiveness pre-filing. TM DB search (TMview, WIPO, USPTO TESS), Abercrombie spectrum, likelihood-of-confusion (DuPont|EUIPO), common…
Essbare und nuetzliche Wildpflanzen identifizieren und sicher sammeln. Umfasst Sicherheitsregeln und Erkennung toedlicher Pflanzen, Lebensraum-Erkundung,…
Detectar glyphs faltantes, iconos y variantes HD comparando registros contra archivos de mapeo de glyphs, directorios de iconos y manifiestos.
Analyze magnetic levitation systems by applying Earnshaw's theorem to determine whether passive static levitation is possible, then identifying the appropriate circumvention…
Edelsteine anhand optischer Eigenschaften, physikalischer Tests und Einschlussanalyse identifizieren.
Design practical electromagnetic devices including electromagnets, DC and brushless motors, generators, and transformers by bridging theory to application.
Apply semantic versioning (SemVer 2.0.0) to determine the correct version bump based on change analysis.
Raman-Spektren systematisch interpretieren um Molekuelschwingungen zu identifizieren, polarisierbarkeitsgetriebene Auswahlregeln zu bewerten, mit komplementaeren IR-Daten zu…
Calculate and visualize magnetic fields produced by current distributions using the Biot-Savart law, Ampere's law, and magnetic dipole approximations.
Epistemic transparency — acknowledging uncertainty, flagging limitations, avoiding overconfidence, and communicating what is known, unknown, and uncertain with proportional…
Systematically interpret nuclear magnetic resonance spectra (1H, 13C, DEPT, and 2D experiments) to elucidate molecular structure.
Investigate root causes and manage CAPAs (Corrective and Preventive Actions) for compliance deviations.
Generate workflow structure (steps, transitions, triggers) from a natural language description. Outputs partial WorkflowDefinition YAML — structural elements only, without…
Apply collective intelligence coordination patterns — stigmergy, local rules, and quorum sensing — to organize distributed systems, teams, or workflows without centralized…
PUT-Workflow-Annotationen zu Quelldateien hinzufügen, mit dem korrekten sprachspezifischen Kommentar-Präfix.
Implement a generative diffusion model (DDPM or score-based) with noise scheduling, U-Net architecture, training loop, and sampling procedures including DDIM acceleration.
Transform a single function, module, or data structure from one form to another while preserving its essential behavior.
3D-Druckmaterialien basierend auf mechanischen, thermischen und chemischen Anforderungen auswaehlen. Umfasst PLA, PETG, ABS, ASA, TPU, Nylon und Harzvarianten mit…
Cultivate bonsai trees from species selection through long-term seasonal care. Covers species suitability, structural and maintenance pruning, wiring technique, repotting…
Orchestrate end-to-end machine learning pipelines using Prefect or Airflow with DAG construction, task dependencies, retry logic, scheduling, monitoring, and integration with…
Apply software pipelining (double-buffering) to a tiled GPU kernel to overlap global memory loads with Tensor Core computation.
Design polychromatic ornamental patterns grounded in Alexander Speltz's classical ornament taxonomy. Builds on monochrome structural analysis by adding period-authentic color…
Fit cognitive drift-diffusion models (Ratcliff DDM) to reaction time and accuracy data with parameter estimation (drift rate, boundary separation, non-decision time), model…
Evaluate current trail conditions including weather, snow line, river crossings, exposure, and trail maintenance status for safety decision-making.
Research the etymology of a word by tracing proto-language roots, identifying cognates across language families, documenting semantic drift with dated attestations, and flagging…
Execute a test scenario against a team, observing coordination pattern behaviors, evaluating acceptance criteria, and generating a structured RESULT.md.
Guiar a una persona a través de modalidades de sanación — evaluación somática, exploración emocional, reenmarque cognitivo e integración de prácticas de bienestar.