Production-ready DSP algorithms including filters, compressors, delays, modulation effects, saturation, and distortion with JUCE integration and optimization techniques.
Build complex AI systems with declarative programming, optimize prompts automatically, create modular RAG systems and agents with DSPy - Stanford NLP's framework for syst — from…
Drive a complete DSPy 3.2.x project end-to-end — spec → program → metric → baseline → GEPA optimize → export → deploy.
Use when you need maximum quality from a smaller/cheaper model — generates training data from a teacher model and fine-tunes a student model weights.
Write idiomatic DSPy 3.2.x programs — typed Signatures, dspy.Module subclasses, Predict/ChainOfThought/ReAct/ProgramOfThought, and save/load.
Optimize DSPy programs with dspy.GEPA — the reflective/evolutionary optimizer that is the 2026 gold standard for DSPy (beats MIPROv2 on complex tasks with far fewer rollouts when…
Build type-safe LLM applications with DSPy.rb - Ruby's programmatic prompt framework with signatures, modules, agents, and optimization — from vicentereig/dspy.rb
Build type-safe LLM applications with DSPy.rb - Ruby's programmatic prompt framework with signatures, modules, agents, and optimization — from majiayu000/claude-skill-registry
Build a real-time analytics pipeline downstream of Aurora DSQL using the DSQL CDC stream. Covers consumer Lambda correctness, the append-only event log + ROW_NUMBER reconstruction…
Leitfaden Betroffenenrechte-Prozess Art. 15 ff. DSGVO: Auskunft, Berichtigung, Loeschung, Datenuebertragbarkeit. Pruefraster fuer Verantwortlichen und Auftragsverarbeiter.
Spezialfall internationaler Datentransfer Art. 44 ff. DSGVO: Angemessenheitsbeschluss, SCC, Transfer Impact Assessment, US-Datenschutzrahmen. Pruefraster fuer Konzern.
Bauleiter Rechtsgrundlage Art. 6 DSGVO: Einwilligung, Vertrag, Pflicht, Interesse, oeffentliches Interesse. Pruefraster fuer typische Verarbeitungstaetigkeiten.
Spezialfall Schadensersatz Art. 82 DSGVO: materiell und immateriell, EuGH-Rechtsprechung Bagatell-Klausel, Beweislast. Pruefraster fuer Klaegervertreter.
Fetch actual data from Danmarks Statistik API and store in DuckDB. Use when user wants to download and store specific DST table data for analysis.
List all Danmarks Statistik tables currently stored in DuckDB with metadata. Use when user wants to know what data is available locally or explore stored tables.
Execute SQL queries on Danmarks Statistik data stored in DuckDB. Use when user needs specific data analysis, filtering, aggregation, or joins.
Browse Danmarks Statistik subject hierarchy to explore available data topics and categories. Use when user wants to discover what data is available or explore DST's organizational…
Get detailed metadata for a specific Danmarks Statistik table including variables, dimensions, and structure. Use before fetching data to understand table schema.
Search and list Danmarks Statistik tables by subject or keyword. Use when user needs to find specific tables or browse tables within a subject area.
Create interactive Chart.js visualizations for DST data analysis. Use when generating charts, creating visual reports, building dashboards, or displaying trends from database…
Use when Codex needs to create, revise, review, or troubleshoot Ukrainian Typst documents that should follow `dstu-report` conventions.
Strukturiert die Beweissicherung nach einem Datenschutzvorfall so, dass die Beweismittel in einem späteren Bußgeldverfahren, Strafverfahren oder Zivilprozess verwertbar bleiben.
Steuert die forensische Erstsicherung nach einem Datenschutzvorfall im Zusammenspiel zwischen Mandant, interner IT, externem Forensiker und Anwaltskanzlei.
Strukturiert die Lessons-Learned-Nachbereitung eines Datenschutzvorfalls: Behandelt: Post-Mortem-Workshop; Ursachenanalyse Root Cause; Maßnahmenkatalog; Verantwortlichkeiten und…
Reicht eine Meldung nach Art. 33 DSGVO bei der Bundesbeauftragte für den Datenschutz und die Informationsfreiheit (BfDI) ein.
Reicht eine Meldung nach Art. 33 DSGVO bei der Hamburgischer Beauftragter für Datenschutz und Informationsfreiheit (HmbBfDI) ein.
Reicht eine Meldung nach Art. 33 DSGVO bei der Unabhängiges Landeszentrum für Datenschutz Schleswig-Holstein (ULD) ein.
Sets standards for Data Transfer Objects (DTOs), typically records, including parameter validation in compact canonical constructors.
Use when the user says "create a DTO", "new data transfer object", or needs to convert request/response data into a typed PHP class.
Architetto di Digital Twin Organizzativi (DTO). Modella, simula e ottimizza processi, strutture e comportamenti aziendali attraverso gemelli digitali AI-driven.
Coordinate Codex and Claude Code as an executor/reviewer pair using local handoff files, Claude subagents, and shared recruiting workflow skills without letting both agents edit…
Dual-channel notifications on watchexec events. TRIGGERS - watchexec alerts, Telegram+Pushover, file change notifications.
Design a visual complement to verbal content using dual coding principles for stronger encoding. Use when creating slides, diagrams, posters, or visual explanations of complex…
Debug and synchronize communication between the robocar main controller (Heltec WiFi LoRa 32) and camera module (ESP32-CAM)
Workflow for private repos + Colab training. Trigger when: (1) training on Colab with private repo, (2) separating dev from production, (3) avoiding untested code in production.
Initialize project with both AGENTS.md (universal agent instructions) and CLAUDE.md (Claude-specific extensions).
(Industry standard: Sequential Agent / Agent as a Tool) Primary Use Case: Delegating a well-defined task to a worker agent, verifying its execution, and repeating if necessary.
Use when building reusable PyPI package with pgdbm - provides complete pattern for libraries that work standalone or embedded without needing examples
Run pr-review twice in parallel — once in this Claude session, once via OpenAI's Codex CLI — then merge the findings into unique-to-each / agreed-by-both buckets followed by both…
Handle FL/IL time conversions, Shabbat awareness, prayer time consciousness, and timezone-appropriate scheduling
Dual USE EU Umsetzung im Robotik- und KI-Recht: prüft konkret Prüft Dual-Use, Exportkontrolle und militärische Robotik-Schnittstellen, ohne zi, Prüft aktuellen Rechtsstand.
Dual-Use-Gueter (EG-Dual-Use-VO 2021 821): Produktrechtliche Pflichten und exportkontrollrechtliche Genehmigungspflichten, Anhang I, Catch-All, militaerische Endverwendung.
Prüft Dual-Use, Exportkontrolle und militärische Robotik-Schnittstellen, ohne zivile Produktpflichten zu übersehen.
段建业视角. 大陆当代盲派代表 / 北方盲派核心 / 师承郝金阳口诀派 / 字卜文 / 体系化《段氏理象学》编撰者. 把"看八字"从"取格定用神"的子平静态结构, 换成"取象 + 主宾体用 + 虚实 + 应期"的盲派动态象法.
Navigate Dubai as visitor, resident, tech worker, student, or entrepreneur with neighborhoods, transport, costs, visas, and local insights.
Rubber duck tutor — auto-detects which review mode to run. Use when the user says \"duck\", \"tutor\", \"quiz me\", \"do I understand this\", or mentions rubber-stamping or…
Pre-coding design sketch with the rubber duck — runs BEFORE implementation. Use when user states implementation intent (\"구현해줘\", \"build me X\") and no code exists yet, or says…
Plan-review session with the rubber duck — verify the user understands decisions and trade-offs before execution.
PR/change-review session with the rubber duck — user justifies every change and predicts consequences. Use before commit/push/PR, or when they say \"duck review\", \"리뷰 전에 점검\".
Code-verification session with the rubber duck — user explains code just written, finds edge cases, fixes planted bugs.
Analyze AWS Application Load Balancer (ALB) logs stored in S3 using DuckDB. Use when users request ALB log analysis, error investigation, performance analysis, traffic analysis,…
Comprehensive DuckDB database backup toolkit supporting both file-based (cp) and native (ATTACH+COPY) backup approaches.
DuckDB CLI specialist for SQL analysis, data processing and file conversion. Use for SQL queries, CSV/Parquet/JSON analysis, database queries, or data conversion.
Building DuckDB loadable extensions with CMake, FetchContent, and proper metadata handling
Critical gotchas for DuckDB spatial extension: the ST_Read() vs read_parquet() distinction, vendored GDAL limitations, S3 secret configuration for non-AWS endpoints, and URL style…
Generate DuckDB SQL queries. Use when user asks about DuckDB queries, data analysis, exploring .ddb database files, CSV files, Parquet files, wants help editing/improving SQL,…
Run analytical SQL queries on local files (CSV, Parquet, JSON) using the DuckDB in-process database engine.
Use the nickclyde DuckDuckGo MCP server for web search and webpage content fetching through DuckDuckGo.
Realiza pesquisas na web usando o DuckDuckGo para recuperar informações em tempo real da internet. Use quando o usuário precisar pesquisar eventos atuais, documentação, tutoriais…
Ergodic random walks over DuckLake lakehouses with GF(3) triadic concurrent walkers. Society-of-mind coordination for schema exploration.