Reduce JavaScript and CSS bundle sizes through code splitting, tree shaking, and optimization techniques. Improve load times and overall application performance.
Use when creating OpenAPI specs for Bun.js APIs, integrating with Apidog, documenting endpoints with schemas, or automating API specification imports via Apidog REST API.
Build type-safe CLIs with Bun. Use when: (1) Creating a new CLI application with Bun, (2) Adding commands with defineCommand/option(), (3) Building a plugin system, (4) Using…
Receive and verify Bunny Stream webhooks. Use when setting up Bunny Stream webhook handlers, debugging X-BunnyStream-Signature verification, or handling video encoding events like…
Headless browser testing via persistent Bun.WebView session. Use when testing frontend UI, verifying page content, filling forms, clicking buttons, taking screenshots, or…
Bridge Bunyan structured JSON logs to syslog and centralized log aggregators. bunyan-syslog stream, log level mapping, RFC5424 structured data, and dual-write (file + syslog)…
How to write idiomatic assertions with the Bupkis assertion library for TypeScript and JavaScript
Models cash burn, runway, and scenario-based cash flow with explicit triggers, default-alive versus default-dead diagnosis, and a 13-week rolling forecast.
Drive a planned change to 100% coverage across an entire codebase when a prior agent run stopped early.
Use when turning a still image (or a sequence of stills) into a pan/zoom video — the "Ken Burns effect" — OR when building a UI to author/select the motion path.
Create interactive learning games for business English practice. Supports multiple game types (quiz, simulation, drag-drop) across various business scenarios (emails, meetings,…
Create and refactor Python dataclass business models and mappers following clean architecture patterns with proper separation of concerns.
Expert in business model design - the architecture of how a company creates, delivers, and captures value.
Transform any boring B2B business problem into a complete software blueprint with architecture, database schema, feature breakdown, and step-by-step implementation plan formatted…
Comprehensive analysis of a website, including its tech stack, architecture, and content.
Routes agents to the right design/architecture doc in agents/docs/ before writing or reviewing byos3 code.
Use when a page is blocked by an anti-bot wall — Cloudflare Turnstile, Imperva/Incapsula, or DataDome — to detect which wall it is and solve it so the underlying content loads.
Configure Grafana Loki logging using byteforge-loki-logging library for Python/Flask applications. Use when setting up Loki logging, configuring centralized logging, or adding…
Configure Prometheus metrics for Python/Flask applications with multi-worker gunicorn safety and optional Redis-backed business metrics.
Convert C/C++ project build.sh and test.sh scripts to support incremental builds. Use when fixing build scripts for re-execution after docker commit, converting to out-of-tree…
Deep C operational intuition — undefined behavior, sanitizers (ASan/UBSan/TSan/MSan), hardening flags, atomics/memory ordering, fuzzing, ABI quirks.
Use when you have a mature C++ library (like OpenMS) with stable APIs that you want to make accessible from Python environments, and you need to preserve performance-critical C++…
Use when when a C++ program writes records to an output stream (e.g., SAM alignment file) and the final output file contains fewer records than expected based on upstream counts…
C testing patterns: Unity framework (TEST_ASSERT_*), CMocka mocking with __wrap_ and linker flag, Valgrind leak checking, AddressSanitizer, CMake CTest integration, test…
Navigates C3 architecture docs and explores corresponding code to answer architecture questions. Use when the user asks "where is X", "how does X work", "explain X", "sho — from…
Makes architectural changes through ADR-first workflow with staged intent clarification. Use when the user asks to "add a component", "change architecture", "refactor X",…
Navigates C3 architecture docs and explores corresponding code to answer architecture questions. Use when the user asks "where is X", "how does X work", "explain X", "sho — from…
Generate architecture documentation using C4 model Mermaid diagrams. Use when asked to create architecture diagrams, document system architecture, visualize software stru — from…
Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach.
C4 architecture model for documenting static HTML/CSS websites with MCP server integrations
Expert C4 Component-level documentation specialist. Synthesizes C4 Code-level documentation into Component-level architecture, defining component boundaries, interfaces, and…
Patterns and templates for C4 model diagrams (Context, Container, Component, Deployment). Use when creating software architecture diagrams at any C4 level.
Creates and manages C4 architecture diagrams using PlantUML. Use when the user wants to visualize software architecture, create context/container/component/sequence diagrams,…
Produire des diagrammes C4. Utiliser quand on documente l'architecture du projet avec des diagrammes.
Review C99 code for compliance with HBF's strict coding standards including compiler warnings, Linux kernel style, and licensing constraints.
Audit Claude Code configuration against prompt caching best practices. Checks system prompt ordering, hook injection patterns, tool stability, model switching, dynamic content…
Analyze prompt-cache effectiveness for Claude Code usage from the Agent Monitor dashboard — cache hit rate (total_cache_read / (total_cache_read + total_input)), cache_write vs…
Covers Dagger Engine caching internals including cache key derivation, invalidation, and the immutable DAG model.
Monitor Laravel configuration file changes and automatically manage caches. Use immediately after .env modifications, config file edits, or when user reports "settings not…
Build forked conversation prefixes that stay identical across turns so prompt caching keeps working.
Implement production-grade caching with cache keys/TTLs/consistency classes per query, SWR (stale-while-revalidate), explicit invalidation, HTTP cache headers, and compre — from…
Use when the user asks about cache hit rate, token usage, or prompt-caching stats. Do NOT use for runtime cache configuration.
Caching patterns, TTL management, eviction policies for Redis implementations. Use when implementing cache-aside, write-through, write-back patterns, TTL management, or cache…
Redis caching patterns, cache-aside, write-through, TTL strategies, and invalidation. Activate on: caching, Redis, cache invalidation, cache-aside, write-through, TTL, CDN cache,…
Optimiser les performances backend. Utiliser quand les temps de réponse sont dégradés ou pour ajouter node-cache.
LiteLLM-RS Caching Architecture. Covers Redis caching, vector database semantic caching, multi-tier cache strategy, TTL management, and cache invalidation patterns.
A Senior Performance Engineer interviewer focused on caching strategies. Use this agent when you need to practice designing high-throughput systems that rely on Redis or…
Best practices for Gemini API caching strategy including cache versioning, entity-stable keys, and cache busting for WescoBar
Designs multi-layer caching strategy with edge CDN, server-side caching, cache invalidation, and CDN configuration.
Production caching patterns and memory efficiency laws from 5 repos. In-memory TTL caches, unified KV interfaces, LRU eviction math, consistent hashing for distributed load, and…
Optimize caching strategies for performance. Use when analyzing cache effectiveness, implementing multi-layer caching, optimizing Redis/memory caches, or troubleshooting — from…
Optimize caching strategies for performance. Use when analyzing cache effectiveness, implementing multi-layer caching, optimizing Redis/memory caches, or troubleshooting — from…
Caching strategy patterns: Cache-Aside, Write-Through, Write-Behind, TTL design, cache invalidation, Redis patterns, CDN caching, HTTP cache headers, and cache stampede…
Appliquer des stratégies de cache. Utiliser quand on optimise avec node-cache (backend) ou React.memo (frontend).
Defines caching strategies with cache keys, TTL values, invalidation triggers, consistency patterns, and correctness checklist.
Stratégie de cache adaptée à chaque cas d'usage (Redis, Memcached, in-memory). Se déclenche avec "cache", "Redis", "caching", "mise en cache", "performance", "cache inval — from…
Recommend caching strategies and invalidation patterns. Use when a mid-level developer needs performance guidance.
Optimizes CI/CD pipeline speed by implementing effective caching for dependencies, Docker layers, build outputs, and test results.
Caching der Wuerfelzellen und gezielter Teil-Rerun bei Aenderungen — vermeidet die voll Neuberechnung von tausenden Zellen wenn nur ein Spaltenprompt eine Zeile oder ein…
Guide for using caching utilities in speedy_utils, including memory, disk, and hybrid caching strategies for sync and async functions.