Use when designing page hierarchies, page templates, layout zones, or sitemap structures. Covers page sets, template inheritance, component zones, and page tree APIs for headless…
Automatically links PagerDuty incidents to relevant runbooks using the PagerDuty Events API v2 and service directory.
Use when making engineering decisions across ideation, design, development, testing, release, operations, or maintenance
Testing pagination implementations including cursor-based, offset-based, keyset pagination with edge cases, performance, and consistency verification.
Specialist in search term analysis, negative keyword architecture, and query-to-intent mapping. Turns raw search query data into actionable optimizations that eliminate waste and…
Use when operating PAIDF Curation and Retrieval or NVIDIA Cosmos Curator pipelines (split, filter, caption, embed, dedup, shard, image annotate) or PAIDF Data Mining…
Audit, prepare, and deploy PAIDF Orchestration on a Kubernetes GPU cluster - single-GPU H100/L40S hosts, managed Kubernetes, kubeadm, and similar.
Use when a user describes a custom PAIDF Orchestration pipeline — a specific ordered combination of stages such as augmentation only, auto-labeling only, detection+captioning…
Run one benchmark script that compares pairv2, pair via Claude Teams, and pair via direct Python
Creates or updates an issue in the adopted PM tool from a type-specific template (bug, story, epic, etc.), including topical labels (e.g.
Keep notebooks synchronized with `.py` or `.md` representations so version control, review, and refactoring can happen outside bulky notebook JSON.
Use this whenever the user asks me to investigate code, compare options, plan a refactor, scope a spec, walk through a PR, decide between approaches, weigh tradeoffs, review a…
Perform pairwise sequence alignment using Biopython Bio.Align.PairwiseAligner. Use when comparing two sequences, finding optimal alignments, scoring similarity, and ident — from…
Systematic debugging and root cause analysis using PAL MCP. Use for complex bugs, mysterious errors, race conditions, memory leaks, and integration problems.
Orchestrer un débat entre deux agents IA (Claude Code, Codex, Gemini, Ollama...) via la CLI Palabre pour confronter des approches techniques, obtenir une relecture critique,…
Configure CI/CD pipelines for Palantir Foundry integrations with GitHub Actions. Use when setting up automated testing, running transforms validation, or integrating Foundry SDK…
Diagnose and fix Palantir Foundry common errors and API exceptions. Use when encountering Foundry errors, debugging failed API calls, or troubleshooting transform build failures.
Build Palantir Foundry data pipelines using Python transforms. Use when creating ETL pipelines, writing @transform decorators, or building dataset-to-dataset processing in…
Collect Palantir Foundry debug evidence for support tickets and troubleshooting. Use when encountering persistent Foundry issues, preparing support tickets, or collecting…
Deploy Palantir Foundry integrations to cloud platforms with secrets management. Use when deploying Foundry-powered applications to production, configuring platform-specific…
Create a minimal working Palantir Foundry example querying Ontology objects. Use when starting a new Foundry integration, testing your setup, or learning basic Foundry API and…
Configure Palantir Foundry local development with Python transforms and testing. Use when setting up a development environment, running transforms locally, or establishing a fast…
Optimize Palantir Foundry API performance with caching, batching, and pagination. Use when experiencing slow API responses, optimizing transform builds, or improving request…
Execute Palantir Foundry production deployment checklist and rollback procedures. Use when deploying Foundry integrations to production, preparing for launch, or implementing…
Implement Palantir Foundry API rate limiting, backoff, and request queuing. Use when handling 429 errors, implementing retry logic, or optimizing API request throughput for…
Implement Palantir Foundry reference architecture with best-practice project layout. Use when designing new Foundry integrations, planning data pipeline architecture, or…
Upgrade Palantir Foundry SDK versions and handle breaking changes. Use when upgrading foundry-platform-sdk, migrating between API versions, or detecting deprecations in Foundry…
Write high-performance JIT compilers and interpreters in the style of Mike Pall, creator of LuaJIT. Emphasizes trace-based compilation, aggressive optimization, and understanding…
Vedic astrology (Jyotish) REST API powered by Swiss Ephemeris. 26 endpoints: Panchanga, Kundali (300+ Yogas, Ashtakavarga, Shodhya Pinda, Doshas), KP system (249 sub-lords +…
Architecture, TypeScript standards, state management, storage keys, and code conventions for Panda Droom. Use when writing, modifying, or refactoring code in the repository.
Access PandaDoc API for contracts, proposals, and agreements. Covers API key auth, document queries, status tracking, PDF extraction, and Supabase ingest with ont_facts.
Best practices for Pandas data manipulation, analysis, and DataFrame operations in Python
Pandas expert: DataFrame operations, merge/join, groupby, time series, performance optimization. Use when analyzing data, building ETL pipelines, or data manipulation with Python.
Master high-performance exploratory data analysis (EDA) using Pandas and Polars, missing value profiling, outlier detection, data distribution analysis, correlation matrices, and…
Unified guide for authoring dashboard panel components in vanilla TypeScript — covers the authoritative Panel base class (grid-span persistence, dual resize handles, rada — from…
Unified guide for authoring dashboard panel components in vanilla TypeScript — covers the Panel base class architecture, localStorage state persistence, exponential-backo — from…
Create a dashboard panel component using vanilla TypeScript DOM API, following the worldmonitor Panel architecture.
Dashboard panel components (class-based, self-fetching) and push-update sidebar modules (functional, externally-driven) using vanilla TypeScript DOM API, with retry logic,…
Create resilient, data-driven dashboard panels with integrated API handling and UI components, combining circuit breaker patterns with vanilla TypeScript panel architecture.
Create dashboard panel components with advanced event handling and form validation using vanilla TypeScript DOM API, following the worldmonitor Panel architecture.
Keep the ComfyUI sidebar panel node-pack (comfyui-agent-panel) in step with the orchestrator after comfyui-mcp updates.
Unified dashboard panel component with robust error handling, retry logic, state persistence, and vanilla TypeScript implementation.
Create visually rich, robust TypeScript UI components with panel architecture, combining enhanced features like retry logic, state persistence, and dynamic styling with a…
Helps use the Panels dashboard for FTC robot debugging, configuration, and telemetry. Use when adding telemetry, creating graphs, making configurable variables, or setting up the…
Generate a fresh Paperclip board API token via the CLI auth challenge flow. Use when the board token in ~/.env is expired or you need a new token for debugging Paperclip tasks.
Paplico drawing engine (core/) architecture, change impact, and development guide. Trigger when adding, changing, or refactoring code within core/; working on renderer, tools,…
A production-ready workspace template combining PARA Method (Projects, Areas, Resources, Archives) by Tiago Forte with Proactive Agent Architecture for file organization, folder…
Use the Paragraph REST API or TypeScript SDK to manage posts, publications, subscribers, and coins on paragraph.com.
Parallel agent change integration with compare-and-swap landing, bounded duplicate attempts, verification watermarks, and verified-only promotion.
Spec-first parallel backend/frontend development with subagents — contract location, layered CLAUDE.md, late-dependency mitigation.
Coordinates parallel investigation threads to simultaneously explore multiple hypotheses or root causes across different system areas.
GPU parallel algorithm design patterns and implementations. Implement parallel reduction, scan/prefix sum, histogram, parallel sort algorithms, stream compaction, and…
Add parallel-aware C code in a PostgreSQL backend patch or extension — covers ParallelContext lifecycle (EnterParallelMode / CreateParallelContext / InitializeParallelDSM /…
Eliminate a stubborn configuration bug by testing 8-10 fundamentally different fixes in parallel instead of one at a time.
Use when fixing widespread errors such as lint, type, test, or repetitive refactor issues that can be partitioned across file groups.
Run several Claude agents or branches on OpenAlgo Desktop at the same time without breaking each other.
Lets an agent run Rust test suites with better scheduling, retries, failure isolation, and machine-readable output than cargo test when CI speed and stability matter.
Fan out Python test execution across workers so slow suites finish faster and bottlenecks show up before they dominate CI time.
Use when building Python classes with validated, typed parameters using the Param library. Triggers include creating configuration classes, building reusable components with…
Write C++ code following Sean Parent's "No Raw Loops" philosophy. Emphasizes algorithm-based thinking, composition over iteration, and treating code as mathematical reasoning.