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majiayu000

@majiayu000 source repo

75,112 published skills · page 666 of 752

  1. ▌
    Creating Adts · majiayu000 bundle
    This skill should be used when the user asks to "create an ADT", "scaffold a discriminated union", "add a tagged union", "create Effect Schema union", or needs to create algebraic data types following the ADT library pattern with proper member files and barrel exports.
    567 repo stars
  2. ▌
    Starwave Creating Spec · majiayu000 bundle
    Initialize a new spec with requirements, design, and task planning. Orchestrates the entire spec-driven workflow from feature idea to actionable task list.
    567 repo stars
  3. ▌
    Arcanea Creative Flow · majiayu000 bundle
    Master the creative process from inspiration to completion. Navigate the phases of creation, manage creative energy, and build a sustainable practice that produces excellent work consistently.
    567 repo stars
  4. ▌
    Credit System · majiayu000 bundle
    Implement and manage complex credit system with subscription credits, purchased credits, rollover logic, and atomic transactions. Use when working with credit deductions, refunds, subscriptions, and billing.
    567 repo stars
  5. ▌
    Creo Memories · majiayu000 bundle
    【最優先】コンテクストを超える永続記憶。セッション開始時に必ず過去を呼び起こし、重要な決定は必ず刻む。
    567 repo stars
  6. ▌
    Creusot · majiayu000 bundle
    Formal verification of Rust code using Creusot and the Pearlite specification language. Use when the user wants to (1) add contracts/specifications to Rust functions, (2) prove correctness of Rust code, (3) write loop invariants, (4) use Creusot's Why3-based verification, (5) work with Pearlite syntax (requires, ensures, invariant, logic, predicate), or (6) debug failing Creusot proofs. Triggers include "verify this Rust", "prove", "Creusot", "add contracts", "formal verification", "loop invariant", "precondition", "postcondition", "Pearlite".
    567 repo stars
  7. ▌
    Critical Echo · majiayu000 bundle
    Generate constructive criticism reviews for popular tech articles. Use when asked to review, critique, or analyze trending tech articles from platforms like Qiita, Zenn, Hacker News, or Dev.to. (user)
    567 repo stars
  8. ▌
    Critical Peer · majiayu000 bundle
    Professional skepticism with pattern enforcement. Verify before agreeing, challenge violations, propose instead of asking. Concise output, research before asking, answer questions literally.
    567 repo stars
  9. ▌
    Cross Context · majiayu000 bundle
    處理跨 Bounded Context 的依賴關係。當需求涉及多個限界上下文(如權限管理、付款、通知)時觸發,設計 Anti-Corruption Layer 和 Context Mapping。
    567 repo stars
  10. ▌
    Cross Docking · majiayu000 bundle
    When the user wants to implement cross-docking operations, optimize transshipment, or reduce warehouse storage. Also use when the user mentions "crossdock," "transshipment," "flow-through distribution," "dock-to-dock," "consolidation center," or "break-bulk operations." For general warehouse design, see warehouse-design. For dock scheduling, see dock-door-assignment.
    567 repo stars
  11. ▌
    Agentforge · majiayu000 bundle
    Index skill for working in the AgentForge monorepo. Routes to runtime, CLI, dashboard, MCP, channels, testing, template sync, and Convex/Mastra skills.
    567 repo stars
  12. ▌
    Aif Evolve · majiayu000 bundle
    Self-improve AI Factory skills based on project context, accumulated patches, and codebase patterns. Analyzes what went wrong, what works, and enhances skills to prevent future issues. Use when you want to make AI smarter for your project.
    567 repo stars
  13. ▌
    Axel Skill · majiayu000 bundle
    Structure of skill definition files - role, capabilities, enforcement, registry
    567 repo stars
  14. ▌
    Buildskill · majiayu000 bundle
    Claude Code-specific features for skills. This supplements the generic skill conventions in SKILL.md.
    567 repo stars
  15. ▌
    Copy Agent · majiayu000 bundle
    Copy an agent from Product Forge to user or project level
    567 repo stars
  16. ▌
    Copy Skill · majiayu000 bundle
    Copy a skill from Product Forge to user or project level
    567 repo stars
  17. ▌
    Edit Skill · majiayu000 bundle
    View, edit, or create Claude Code skills. Lists available skills, shows skill structure, and helps modify skill instructions.
    567 repo stars
  18. ▌
    Forge Help · majiayu000 bundle
    Show all available Product Forge agents, skills, and commands
    567 repo stars
  19. ▌
    Kit Agents · majiayu000 bundle
    (ePost) Use when creating, modifying, or auditing agents, skills, commands, hooks, or planning kit ecosystem changes
    567 repo stars
  20. ▌
    Meta Apply · majiayu000 bundle
    Privileged applier that LANDS meta-optimize / corpus-audit patches the user approved. The ONLY skill permitted to mutate the skill corpus from a self-modification proposal. Runs the cross-model jury AT LANDING (on the staged diff, not a producer-written claim), requires human approval, enforces author≠reviewer family, backs up, applies, stamps provenance, logs. Use when the user says "meta apply", "/meta-apply", "land the staged patches", "应用优化", after a /meta-optimize run.
    567 repo stars
  21. ▌
    Meta Skill · majiayu000 bundle
    元技能 - 对话复盘与技能进化。在对话结束后分析:已用技能是否可优化、未形成技能的流程是否值得沉淀。当用户说"复盘"、"回顾对话"、"优化技能"、"沉淀经验"、"这个流程可以复用吗"、"技能体系复盘"、"技能健康检查"等关键词时触发,或用户显式调用 /meta-skill。
    567 repo stars
  22. ▌
    Ppw Update · majiayu000 bundle
    Sync local skills and references from the GitHub repo. Triggers on update skills, sync skills, 更新技能, 同步技能
    567 repo stars
  23. ▌
    Staged Content Refinement · majiayu000 bundle
    Consolidate and refine extracted skills and docs from multiple projects into unified, project-agnostic patterns. Use when staging folder has content from multiple projects ready for consolidation. Triggers on "refine staged content", "consolidate staged skills", "process staging", "merge extracted patterns".
    567 repo stars
  24. ▌
    Save Skill · majiayu000 bundle
    作業中に発見した汎用パターンを Claude Code スキルとして保存する。 「これスキルにして」「パターンを保存」「スキル化」などの依頼時に使用する。 既存スキルの修正・削除には使わないこと(手動で編集する)。
    567 repo stars
  25. ▌
    Skill Meta · majiayu000 bundle
    Interactive system builder. Invoke for /meta command to create tasks for .claude/ system changes.
    567 repo stars
  26. ▌
    Skill Plan · majiayu000 bundle
    [Tooling & Meta] Guide for creating effective skills, adding skill references, skill scripts or optimizing existing skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, frameworks, libraries or plugins usage, or API and tool integrations.
    567 repo stars
  27. ▌
    Promptwar E S Agent Skill Specification · majiayu000 bundle
    Learn how to use SKILL by following this SKILL specification.
    567 repo stars
  28. ▌
    Skills Hub · majiayu000 bundle
    Use this skill when the user wants to discover, inspect, install, or apply Skills Hub presets, kits, AGENTS.md policies, or skill packages for a project. It guides the agent to use the Skills Hub CLI to search presets, inspect their policy and selected skills, install them as kit artifacts, and apply them with optional temporary skill overrides after user confirmation.
    567 repo stars
  29. ▌
    Office Cam · majiayu000 bundle
    Multi-camera surveillance system with motion detection, continuous monitoring (Overwatch), and AI analysis. Supports USB webcams, Wyze RTSP, and ESP32-CAM. Features random check-ins with GIF updates.
    567 repo stars
  30. ▌
    Omc Doctor · majiayu000 bundle
    Diagnose and fix oh-my-claudecode installation issues
    567 repo stars
  31. ▌
    Screenshot · majiayu000 bundle
    Capture desktop screenshots from the terminal across macOS, Linux, and Windows. Supports full-screen, active-window, app-specific, pixel-region, and window-ID captures. Use when the user explicitly requests a system screenshot or when tool-specific capture (Playwright, Figma MCP) cannot reach the target content.
    567 repo stars
  32. ▌
    Syswhisper · majiayu000 bundle
    Server health monitoring with plain language Telegram alerts. Tracks CPU, memory, disk, uptime, and custom metrics. Use when: running servers/VPS instances, monitoring app health, or need simple alerting. NOT for: enterprise-scale monitoring, complex distributed systems, or regulatory compliance logging.
    567 repo stars
  33. ▌
    Bug Fixer · majiayu000 bundle
    Diagnose bugs through iterative investigation, apply a type-safe fix, and generate a regression test. Use when asked to fix a bug, debug an error, diagnose a crash, investigate a failing test, or resolve an exception.
    567 repo stars
  34. ▌
    Debug E2e · majiayu000 bundle
    Interactive debugging for failed e2e tests. Orchestrates the debugging session but delegates log reading to subagents to keep the main conversation clean. Use for ping-pong debugging sessions where you want to form and test hypotheses together with the user.
    567 repo stars
  35. ▌
    Dojo Test · majiayu000 bundle
    Write tests for Dojo models and systems using spawn_test_world, cheat codes, and assertions. Use when testing game logic, verifying state changes, or ensuring system correctness.
    567 repo stars
  36. ▌
    E2e Debug · majiayu000 bundle
    Analyze and fix failing E2E tests. Includes CI auto-repair mode for GitHub Actions failures. Triggers: 「テストが失敗」「CIが落ちている」「テストをデバッグ」「test failed」「flaky test」 Use when: E2E tests are failing, tests are flaky/unstable, error messages need investigation. Outputs: Fixed Page Object and spec files, error analysis reports.
    567 repo stars
  37. ▌
    E2e Tests · majiayu000 bundle
    Create and maintain Playwright E2E tests following project patterns. Use when adding new tests, debugging test failures, or understanding test structure.
    567 repo stars
  38. ▌
    E2e Write · majiayu000 bundle
    Create new E2E tests using Playwright with Page Object Model pattern and semantic locators. Triggers: 「E2Eテストを書いて」「テストを作成して」「新機能のテストが必要」「E2E test」「create test」 Use when: Creating E2E tests for new pages or components, after implementing new features. Outputs: Page Object files (frontend/e2e/pages/) and spec files (frontend/e2e/*.spec.ts)
    567 repo stars
  39. ▌
    Fix Tests · majiayu000 bundle
    Use when tests are failing, test quality issues were identified, or user wants to fix/improve specific tests. Accepts green-mirage-audit reports, general instructions, or can run tests and fix failures automatically. Lighter-weight than implement-feature, focused on test remediation.
    567 repo stars
  40. ▌
    Go Errors · majiayu000 bundle
    Go error handling patterns. Routes to specific patterns.
    567 repo stars
  41. ▌
    Hive Test · majiayu000 bundle
    Iterative agent testing with session recovery. Execute, analyze, fix, resume from checkpoints. Use when testing an agent, debugging test failures, or verifying fixes without re-running from scratch.
    567 repo stars
  42. ▌
    Jest Unit · majiayu000 bundle
    Jest unit testing patterns for this Next.js application. Covers test structure, mocking strategies, React component testing, hook testing, and coverage targets. Use this skill when writing unit tests for services, hooks, utilities, or components.
    567 repo stars
  43. ▌
    Jira Sync · majiayu000 bundle
    Sync SpecWeave increments with JIRA epics/stories. Content flows SpecWeave→JIRA, status flows JIRA→SpecWeave. Activates ONLY when user asks questions about JIRA integration or needs help configuring JIRA sync. Does NOT activate for slash commands. For syncing, use /sw-jira:sync command instead. Coordinates with jira-mapper agent.
    567 repo stars
  44. ▌
    Mock Data · majiayu000 bundle
    Generate realistic mock data for testing using factories, fixtures, and Faker.js. Use when seeding test databases, creating test fixtures, or mocking API responses.
    567 repo stars
  45. ▌
    Nw Pbt Go · majiayu000 bundle
    Go property-based testing with rapid and gopter frameworks
    567 repo stars
  46. ▌
    React Tdd · majiayu000 bundle
    Use when implementing React + Vite + TypeScript features or bugfixes with Vitest + React Testing Library tests, before writing implementation code.
    567 repo stars
  47. ▌
    Reproduce · majiayu000 bundle
    Debug a user's bug by instrumenting their code with clog log statements, having them reproduce the issue, then analyzing the logs to find root cause
    567 repo stars
  48. ▌
    Senior QA · majiayu000 bundle
    Comprehensive QA and testing skill for quality assurance, test automation, and testing strategies for ReactJS, NextJS, NodeJS applications. Includes test suite generation, coverage analysis, E2E testing setup, and quality metrics. Use when designing test strategies, writing test cases, implementing test automation, performing manual testing, or analyzing test coverage.
    567 repo stars
  49. ▌
    Seoulsemi · majiayu000 bundle
    Seoul Semiconductor LED MPN encoding patterns, series identification, package extraction, and color decoding. Use when working with Seoul Semi LEDs or SeoulSemiHandler.
    567 repo stars
  50. ▌
    Vault Path · majiayu000 bundle
    Find the shortest path of links between two notes. Triggers on "path between", "how do X and Y connect", "connection chain", "link path".
    567 repo stars
  51. ▌
    Tdd First · majiayu000 bundle
    Enforce strict test-first discipline — no implementation code before a failing test exists
    567 repo stars
  52. ▌
    Project Orchestrator Test Lead · majiayu000 bundle
    Orchestrates browser test execution — serial agent spawning, result collection, living state doc updates.
    567 repo stars
  53. ▌
    Test Only · majiayu000 bundle
    Multi-platform Test Only mode. Reads platform-context.json and routes to the correct test framework guidance (Swift Testing for iOS, Jest/Vitest for Node.js, cargo test for Rust, pytest for Python, go test for Go).
    567 repo stars
  54. ▌
    Test Site · majiayu000 bundle
    Tests a deployed, activated Power Pages site at runtime using browser-based navigation, page crawling, and API request verification via Playwright. Use when the user wants to test, verify, or smoke-test their deployed site.
    567 repo stars
  55. ▌
    10 11 12 · majiayu000 bundle
    General SOP for common requests related to 10, 11, 12.
    567 repo stars
  56. ▌
    Aif Loop · majiayu000 bundle
    Run a strict multi-iteration Reflex Loop with phases (PLAN, PRODUCE||PREPARE, EVALUATE, CRITIQUE, REFINE) to improve an artifact until quality gates pass or iteration limits are reached. Use when user asks for iterative refinement, quality-gated generation, or "generate -> critique -> refine" loops.
    567 repo stars
  57. ▌
    CLI Just · majiayu000 bundle
    This skill should be used when the user asks to "create a justfile", "write just recipes", "configure just settings", "add just modules", "use just attributes", "set up task automation", mentions justfile, just command runner, or task automation with just.
    567 repo stars
  58. ▌
    Cncsetup · majiayu000 bundle
    Generate standardized CNC setup sheets for MNMUK machine shop. Covers DMG MORI mills/lathes, CITIZEN Swiss, MITSUBISHI EDM, and Haas machines. USE WHEN user says 'setup sheet', 'create setup', 'job setup', 'machine setup', 'tooling list', 'fixture setup', or 'new job' for any CNC operation.
    567 repo stars
  59. ▌
    Deepwork · majiayu000 bundle
    Start or continue DeepWork workflows using MCP tools
    567 repo stars
  60. ▌
    Detector · majiayu000 bundle
    Detects SpecWeave context (.specweave/ directory exists) and provides workflow documentation. Explains available slash commands and workflow. Keywords slash commands, /sw:increment, /increment, /sw:do, /sw:progress, /sw:validate, /sw:done, specweave commands, workflow help, specweave folder.
    567 repo stars
  61. ▌
    Df Build · majiayu000 bundle
    Unified command to plan and execute an objective in one flow. Collapses plan→execute→verify into a single pipeline. Use when the user wants to build something, implement a feature, or work on an objective end-to-end. Triggers on: "build this", "build objective", "let's build", "implement this", "ship this", "make this work", "build the", "work on objective", "start building", "let's implement"
    567 repo stars
  62. ▌
    Df Quick · majiayu000 bundle
    Execute a quick task with DevFlow guarantees (atomic commits, state tracking) but skip optional agents. Use when the user wants to do something small, quick, or ad-hoc without full objective ceremony. Triggers on: "quickly do", "just do this", "small task", "quick change", "quick fix", "can you just"
    567 repo stars
  63. ▌
    Esper Go · majiayu000 bundle
    Advance the current work stage. If in spec mode, derives an increment plan. If in increment mode, begins implementation.
    567 repo stars
  64. ▌
    Finalize · majiayu000 bundle
    Create finalize document for session closure and memorial
    567 repo stars
  65. ▌
    Jira Fix · majiayu000 bundle
    This skill should be used when fixing a bug ticket in JIRA
    567 repo stars
  66. ▌
    L Thread · majiayu000 bundle
    Long-duration autonomous task with checkpoints and verification. Use when: - User says "overnight", "long running", "autonomous task" - User mentions "l-thread", "extended task" - Task will consume significant context window - Multi-phase implementation requiring persistence across interruptions
    567 repo stars
  67. ▌
    Maintain · majiayu000 bundle
    Workspace maintenance with health checks, index rebuilding, task sync, memory gap detection, archival, inbox processing, and reference file updates
    567 repo stars
  68. ▌
    Nean Kit · majiayu000 bundle
    Startup runbook for NEAN projects. Establishes stack decisions, scaffolds the project, configures GitHub security, and confirms governing constraints.
    567 repo stars
  69. ▌
    Next Prd · majiayu000 bundle
    Auto-detect and implement the next PRD in dependency order
    567 repo stars
  70. ▌
    Nw Spike · majiayu000 bundle
    Runs a timeboxed PROBE to validate one core assumption, then optionally PROMOTES the probe into a walking skeleton — the first e2e thin slice of the feature, committed and demo-able. Use after DISCUSS when the feature involves a new mechanism, performance requirement, or external integration.
    567 repo stars
  71. ▌
    Offboard · majiayu000 bundle
    Walk through the Designer/Developer wrap-up checklist for offboarding a client engagement — conversationally, one item at a time.
    567 repo stars
  72. ▌
    Py 14 15 · majiayu000 bundle
    General SOP for common requests related to py, 14, 15.
    567 repo stars
  73. ▌
    Shengzhi · majiayu000 bundle
    皇上下达正式旨意的结构化模板——引导填写标题、优先级、验收标准、截止时间,格式化后触发三省流程
    567 repo stars
  74. ▌
    Unfreeze · majiayu000 bundle
    Clear the freeze boundary set by /freeze, allowing edits to all directories again. Use when you want to widen edit scope without ending the session. Use when asked to "unfreeze", "unlock edits", "remove freeze", or "allow all edits".
    567 repo stars
  75. ▌
    Hungarian · majiayu000 bundle
    Write Hungarian that sounds human. Not formal, not robotic, not AI-generated.
    567 repo stars
  76. ▌
    Joy Check · majiayu000 bundle
    Validate content framing on joy-grievance spectrum.
    567 repo stars
  77. ▌
    Ppw De AI · majiayu000 bundle
    Detect and rewrite AI-generated patterns in English academic text. Two-phase workflow: scan with risk tagging, then batch rewrite. Triggers on "de-AI", "降AI", "reduce AI traces", "AI检测".
    567 repo stars
  78. ▌
    SEO Audit · majiayu000 bundle
    Audit any URL against 17-point technical SEO checklist + algorithmic authorship rules. Uses /browse if available, falls back to checklist-based audit.
    567 repo stars
  79. ▌
    Agent Estate · majiayu000 bundle
    Perpetual autonomous work loop for Claude Code — no end condition, no memory regression, no context overfill. Maintains a persistent ledger across all sessions.
    567 repo stars
  80. ▌
    Aget Wake Up · majiayu000 bundle
    Initialize AGET session with status briefing
    567 repo stars
  81. ▌
    Agile V Core · majiayu000 bundle
    Foundational values, directives, and context engineering rules for all Agile V agents. Load this skill first in any Agile V session. For pipeline orchestration, multi-cycle lifecycle, or compliance protocols, load the corresponding agile-v-* skill on demand.
    567 repo stars
  82. ▌
    Bot Defaults · majiayu000 bundle
    Pilot Bot default behaviors — always applied during bot sessions
    567 repo stars
  83. ▌
    Codex Worker · majiayu000 bundle
    Delegates implementation tasks to Codex as a Worker. Use when user mentions 'Codex に実装させて', 'Codex Worker', 'Codex に作らせて', or '実装を依頼'. Do NOT load for: 'Codex レビュー', 'セカンドオピニオン', 'Codex の意見', 'Codex でレビュー', 'Codex セットアップ'.
    567 repo stars
  84. ▌
    Custom Agent · majiayu000 bundle
    [AI & Tools] Create, verify, or enhance Claude Code custom agents (.claude/agents/*.md). Triggers on: create agent, new agent, agent schema, audit agent, verify agent, review agent, enhance agent, refactor agent, agent quality, custom agent.
    567 repo stars
  85. ▌
    Elnora Agent · majiayu000 bundle
    This skill should be used when the user asks about "Elnora agent capabilities", "what can the agent do", "agent tools", "web search", "academic search", "PubMed", "ArXiv", "Exa", "Tavily", "Perplexity", "Valyu", "ToolUniverse", "scientific tools", "agent memory", "code execution", "sandbox", "search papers", "search literature", "drug discovery", "protein analysis", "clinical trials", "file operations", "agent skills", or any question about what the Elnora AI Agent can do when you send it a task.
    567 repo stars
  86. ▌
    Gobby Agents · majiayu000 bundle
    This skill should be used when the user asks to "/gobby-agents", "spawn agent", "start agent", "list agents". Manage subagent spawning - start, cancel, list, and check results of autonomous agents.
    567 repo stars
  87. ▌
    Lead Project · majiayu000 bundle
    Autonomous technical lead. Takes commander's intent and drives a project to completion through an OODA loop over implementation, refactoring, review, and bug-hunting skills. Has broad authority — creates tickets, commits, invokes any skill — and only escalates via andon cord for irreversible actions, public releases, or genuinely blocking decisions. User acts as product owner; skill acts as tech lead.
    567 repo stars
  88. ▌
    Lore Writing · majiayu000 bundle
    Extract lore and narrative device entities from text. Use when analyzing codex entries, bestiary entries, journals, dreams, nightmares, memories, secrets, foreshadowing, and plot devices.
    567 repo stars
  89. ▌
    AI Sdk Core · majiayu000 bundle
    Production-ready backend AI with Vercel AI SDK v5.
    567 repo stars
  90. ▌
    Chat Format · majiayu000 bundle
    Format prompts for different LLM providers with chat templates and HNSW-powered context retrieval
    567 repo stars
  91. ▌
    Chatgpt Pro · majiayu000 bundle
    Send prompts to ChatGPT Pro via Playwriter browser automation. Use for cross-validation, second opinions, or leveraging GPT-5.2 Pro's research-grade intelligence.
    567 repo stars
  92. ▌
    Doublecheck · majiayu000 bundle
    Three-layer verification pipeline for AI output. Extracts verifiable claims, finds supporting or contradicting sources via web search, runs adversarial review for hallucination patterns, and produces a structured verification report with source links for human review.
    567 repo stars
  93. ▌
    Eval Runner · majiayu000 bundle
    Run eval scenarios to benchmark Mycelium effectiveness. Execute tasks using reflexion loop, validate against success criteria, record metrics.
    567 repo stars
  94. ▌
    Evaluations · majiayu000 bundle
    Use when evaluating AI model outputs, prompts, and LLM application quality in .NET. Covers Microsoft.Extensions.AI.Evaluation for scoring, reporting, and automated test pipelines. USE FOR: evaluating LLM response quality, measuring prompt effectiveness, automated AI output scoring, building evaluation pipelines for chat applications, comparing model performance across providers DO NOT USE FOR: unit testing non-AI code (use xunit/nunit), load testing HTTP APIs (use k6 or NBomber), monitoring production metrics (use OpenTelemetry), training ML models (use mlnet)
    567 repo stars
  95. ▌
    Gemini Flow · majiayu000 bundle
    Google Gemini API integration and model orchestration
    567 repo stars
  96. ▌
    Gpt Atelier · majiayu000 bundle
    OpenAI GPT Image generation and editing (gpt-image-2, 1.5, 1, mini). Text-to-image, mask-based inpainting, multi-reference composition, multi-turn conversational editing via Responses API, streaming with partial images. This skill should be used when generating or editing images via OpenAI's image models, when near-perfect text rendering in images is needed, when mask-based region-aware editing is required, when multi-turn conversational image editing is desired, or when streaming progressive image delivery is needed. Complements nano-banana-pro (Gemini) as a parallel image generation backend.
    567 repo stars
  97. ▌
    Grok Oracle · majiayu000 bundle
    Deep reasoning oracle leveraging Grok's 2M context window. Dump massive context, get deep synthesis. Collision: context-engineering x pattern-synthesis x perspective-aggregation.
    567 repo stars
  98. ▌
    Iso 24495 1 · majiayu000 bundle
    Core Plain Language standard (ISO 24495-1:2023). Governs all user-facing responses to ensure clear, structured, findable, understandable, and actionable output.
    567 repo stars
  99. ▌
    LLM Caching · majiayu000 bundle
    Implement multi-layer LLM caching with exact match, semantic similarity, and provider-side prompt caching. Reduce API costs by 30–70%, cut latency, and improve throughput using Redis, GPTCache, and provider caching APIs.
    567 repo stars
  100. ▌
    Pydantic AI · majiayu000 bundle
    Archived skill guidance for pydantic-ai.
    567 repo stars