majiayu000
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- ▌ Chapter Briefs · majiayu000 bundleBuild per-chapter (H2) writing briefs (NO PROSE) so the final survey reads like a paper (chapter leads + cross-H3 coherence) without inflating the ToC. **Trigger**: chapter briefs, H2 briefs, chapter lead plan, section intent, 章节意图, 章节导读, H2 卡片. **Use when**: `outline/outline.yml` + `outline/subsection_briefs.jsonl` exist and you want thicker chapters (fewer headings, more logic). **Skip if**: the outline is still changing heavily (fix outline/mapping first). **Network**: none. **Guardrail**: NO PROSE; do not invent papers; only reference subsection ids and already-mapped papers.
- ▌ Chezmoi Expert · majiayu000 bundleUse chezmoi like an expert for managing dotfiles with advanced features including templates, secrets management, scripts, external dependencies, and multi-machine configurations. This skill should be used when working with chezmoi dotfiles, optimizing performance, debugging issues, or implementing advanced patterns.
- ▌ Chrome Browser · majiayu000 bundleUse when setting up a dedicated Chrome browser for Playwright MCP with session persistence, or when encountering Cloudflare challenges during browser automation. Covers CDP setup, launchd auto-start, and persistent login sessions.
- ▌ Clarity Linter · majiayu000 bundleEvaluate and improve code clarity and cognitive load with rubric-driven scoring and targeted fixes.
- ▌ Compact Core Clone Examples · majiayu000 bundleUse when starting a new Midnight project, cloning example contracts (counter, tokens, NFTs, DEX), scaffolding from OpenZeppelin templates, or bootstrapping a Compact contract development environment with working starter code.
- ▌ Close The Loop · majiayu000 bundleForce at least one feedback signal after code changes (static checks, logs, tests, UI); prefer local over CI.
- ▌ Code Debugging · majiayu000 bundleSystematic 5-step debugging ladder for broken story implementations. Use when a story is at implementing (broken) stage.
- ▌ Code Elevation · majiayu000 bundleTransform "vibe coded" prototypes into production-ready, maintainable code through systematic refactoring. Use when code has grown complex, tests are slow, changes affect multiple areas, or a class has multiple responsibilities. Also use when refactoring god classes, improving testability, or applying SOLID principles to existing code.
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- ▌ Codex Reviewer · majiayu000 bundlePatterns for using Codex CLI as an automated code reviewer. Covers review prompts, structured output parsing, issue tracking, and configuration. Use when implementing review gates or automated quality checks.
- ▌ Coding Systems · majiayu000 bundleSystems meta-skill: Rust + Nim + Go + C for low-level, memory safety, FFI, performance-critical code
- ▌ Commit Prepare · majiayu000 bundlePrepare git commit messages following conventional commits. Activates on: commit, prepare commit, commit this, commit message, ready to commit, stage and commit
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- ▌ Context Hunter · majiayu000 bundleDiscover codebase patterns, conventions, and unwritten rules before making changes. Use when implementing features, fixing bugs, or refactoring code.
- ▌ Contract Driven · majiayu000 bundleDesign-by-Contract (DbC). Use when crossing public API boundaries, guarding complex state invariants, or hardening untrusted inputs and integration seams.
- ▌ Convert To Cpm · majiayu000 bundleConvert .NET projects and solutions (.sln, .slnx) to NuGet Central Package Management (CPM) using Directory.Packages.props. USE FOR: converting to CPM, centralizing or aligning NuGet package versions across multiple projects, inlining MSBuild version properties from Directory.Build.props into Directory.Packages.props, resolving version conflicts or mismatches across a solution or repository, updating or bumping or syncing package versions across projects. Also activate when packages are out of sync, drifting, or inconsistent — even without the user mentioning CPM. Provides baseline build capture, version conflict resolution, build validation with binlog comparison, and a structured post-conversion report. DO NOT USE FOR: packages.config projects (must migrate to PackageReference first) or repositories that already have CPM fully enabled.
- ▌ Convex Advisor · majiayu000 bundleAdvise when Convex is a strong fit and shape a practical Convex approach for new features, real-time systems, and backend simplification.
- ▌ Cook Auto Fast · majiayu000 bundle[Implementation] No research. Only scout, plan & implement [trust me bro]
- ▌ Core Bluetooth · majiayu000 bundleScan, connect, and communicate with Bluetooth Low Energy peripherals and publish local peripheral services using Core Bluetooth. Use when implementing BLE central or peripheral roles, discovering services and characteristics, reading and writing characteristic values, subscribing to notifications, configuring background BLE modes, restoring state after app relaunch, or working with CBCentralManager, CBPeripheral, CBPeripheralManager, CBService, CBCharacteristic, CBUUID, or Bluetooth Low Energy workflows.
- ▌ Create Lecture · majiayu000 bundleCreate a new Beamer lecture `.tex` from source papers and materials, with notation consistency checks and the project's preamble wired in. Use when user says "create a lecture on X", "new lecture from these papers", "start a deck on topic Y", "scaffold a new Beamer file", "build me a lecture from these PDFs". Scaffolds the full deck — NOT for compiling existing `.tex` (use `/compile-latex`).
- ▌ Create Website · majiayu000 bundleGuided journey from a blank page to a live, high-converting website, built message-first, then design, then conversion. Orchestrates ten skills phase by phase - one-page-marketing, storybrand-messaging, made-to-stick, top-design, web-typography, refactoring-ui, ux-heuristics, cro-methodology, scorecard-marketing, steve-jobs-design-review - asking the user questions at every decision point and recording results in the project docs/ folder (POSITIONING.md, WEBSITE.md, DESIGN.md, CREATE-WEBSITE-PLAN.md) so the journey resumes across sessions. Use when the user wants to build a new website or landing page from scratch, turn a validated idea into a page that converts, or says 'build me a landing page for my SaaS'. Site already exists: use improve-website to fix conversion/UX or grow-website for more traffic; building a software product, not a marketing site: use create-app; no positioning yet: run create-business first or the positioning phase here. For one framework in isolation, invoke that skill directly.
- ▌ Creating Plans · majiayu000 bundleCreates summary for human review - and comprehensive implementation plan for LLM, complete code examples, and verification steps
- ▌ Cross Platform · majiayu000 bundleReact Native+Expo (EAS), Flutter/Dart (Bloc/Riverpod), Capacitor, KMM — framework selection
- ▌ Cs Foundations · majiayu000 bundleMaster discrete mathematics, logic, formal proofs, and computational thinking. Build the mathematical foundation for all computer science.
- ▌ Csharp Scripts · majiayu000 bundleRun single-file C# programs as scripts for quick experimentation, prototyping, and concept testing. Use when the user wants to write and execute a small C# program without creating a full project.
- ▌ Ct Debug Skill · majiayu000 bundleDebug and troubleshoot claude-threads, orchestrator, and agent issues
- ▌ Dart 3 Updates · majiayu000 bundleUse when writing switch statements, refactoring if-else chains, creating data classes, choosing records vs classes, destructuring values, or modernizing pre-Dart-3 code.
- ▌ Debug Surefire · majiayu000 bundleDebug Maven Surefire unit tests by running them in JDWP "wait for debugger" mode (`-Dmaven.surefire.debug`) and attaching to the forked test JVM using **jdb** (preferred for CLI/agent debugging), IntelliJ, or VS Code. Use when asked to debug/step through a failing JUnit test, attach a debugger to a Maven test run, or run `mvn test -Dtest=Class[#method]` suspended on a port (including multi-module `-pl` runs). The JVM will block at startup until a debugger attaches; the agent should attach with `jdb -attach <host>:<port>` and drive the session from the terminal.
- ▌ Deep Think 150 · majiayu000 bundleUniversal deep thinking methodology for any situation requiring quality reasoning. Use when solving problems, debugging, making decisions, analyzing code, planning, reviewing, or anytime you need thorough thinking instead of surface-level responses. Triggers on "think deeply", "analyze thoroughly", "reason carefully", "deep thinking", "understand completely", or any task requiring careful thought.
- ▌ Design Pattern · majiayu000 bundleExpert knowledge in software design patterns covering GoF patterns, architectural patterns, and modern design principles. Apply appropriate patterns to improve code maintainability, scalability, and extensibility. Use this skill when designing new software components, refactoring existing code, reviewing code for design quality, resolving complex design problems, or need guidance on applying SOLID principles and identifying code smells.
- ▌ Dev Dependency · majiayu000 bundleAudit and update project dependencies. Auto-detects package managers (NuGet, npm) from the project or uses workflow.json project type. Runs both backend and frontend checks in mixed projects. Filter with "nuget" or "npm" to target one stack. Use when the user says "update dependencies", "check packages", "audit deps", "upgrade packages", or invokes /dev-dependency.
- ▌ Dev Gpu Lesson · majiayu000 bundleScaffold a new GPU lesson using forge_scene.h for the rendering baseline
- ▌ Dev Add License · majiayu000 bundleThis skill should be used when the user wants to add a LICENSE file to their repository. Currently supports Apache License 2.0 with automatic copyright information detection from git configuration. Also updates package.json license field if the file exists.
- ▌ Devbooks Coder · majiayu000 bundledevbooks-coder:以 Coder 角色严格按 tasks.md 实现功能并跑闸门,禁止修改 tests/,以测试/静态检查为唯一完成判据。用户说"按计划实现/修复测试失败/让闸门全绿/实现任务项/不改测试",或在 DevBooks apply 阶段以 coder 执行时使用。
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- ▌ Dotnet Pinvoke · majiayu000 bundleCorrectly call native (C/C++) libraries from .NET using P/Invoke and LibraryImport. Covers function signatures, string marshalling, memory lifetime, SafeHandle, and cross-platform patterns. USE FOR: writing new P/Invoke or LibraryImport declarations, reviewing or debugging existing native interop code, wrapping a C or C++ library for use in .NET, diagnosing crashes, memory leaks, or corruption at the managed/native boundary. DO NOT USE FOR: COM interop, C++/CLI mixed-mode assemblies, or pure managed code with no native dependencies.
- ▌ Dotnet Runfile · majiayu000 bundleHow to use the .NET 10 `dotnet run app.cs` feature. Use this skill when you need to run an existing single-file C# script, create a new C# script, run an ad-hoc C# script (e.g. to test the behavior of a C# snippet), or work on an existing C# script already in the repo. Covers how to run C# scripts and their syntax.
- ▌ Draft Polisher · majiayu000 bundleAudit-style editing pass for `output/DRAFT.md`: remove template boilerplate, improve coherence, and enforce citation anchoring. **Trigger**: polish draft, de-template, coherence pass, remove boilerplate, 润色, 去套话, 去重复, 统一术语. **Use when**: a first-pass draft exists but reads like scaffolding (repetition/ellipsis/template phrases) or needs a coherence pass before global review/LaTeX. **Skip if**: the draft already reads human-grade and passes quality gates; or prose is not approved in `DECISIONS.md`. **Network**: none. **Guardrail**: do not add/remove/invent citation keys; do not move citations across subsections; do not change claims beyond what existing citations support.
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- ▌ Dspy Framework · majiayu000 bundleDSPy declarative framework for automatic prompt optimization treating prompts as code with systematic evaluation and compilers. Use when optimizing prompts systematically, building production LLM systems, implementing RAG/classification tasks, or requiring version-controlled reproducible prompts.
- ▌ Dx Approve All · majiayu000 bundleuse to approve all builds in a tagged buildkite link using the dx command
- ▌ Effect Systems · majiayu000 bundleExpert skill for designing and implementing algebraic effect systems including effect annotation, inference, handlers, polymorphism, and row-based effect typing.
- ▌ Effective Dart · majiayu000 bundleUse when writing Dart code, reviewing for style, refactoring naming, adding doc comments, structuring imports, or enforcing type annotations.
- ▌ Embedded Debug · majiayu000 bundleFirmware crash analysis, stack trace decoder, and register dump interpreter for ESP32/ARM/AVR platforms. Use when debugging device crashes, panics, guru meditation errors, hard faults, or analyzing core dumps.
- ▌ Enterprise Bot · majiayu000 bundleLazy-load access to enterprise_bot codebase. Provides 12 nuclear protocol exports (cfg, CogTwin, auth, memory) and zipped source. Load SKILL.md instead of 60 files. Extract from src.zip on demand.
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- ▌ Evidence Draft · majiayu000 bundleCreate per-subsection evidence packs (NO PROSE): claim candidates, concrete comparisons, evaluation protocol, limitations, plus citation-backed evidence snippets with provenance. **Trigger**: evidence draft, evidence pack, claim candidates, concrete comparisons, evidence snippets, provenance, 证据草稿, 证据包, 可引用事实. **Use when**: `outline/subsection_briefs.jsonl` exists and you want evidence-first section drafting where every paragraph can be backed by traceable citations/snippets. **Skip if**: `outline/evidence_drafts.jsonl` already exists and is refined (no placeholders; >=4 comparisons per subsection; `blocking_missing` empty). **Network**: none (richer evidence improves with abstracts/fulltext). **Guardrail**: NO PROSE; do not invent facts; only use citation keys that exist in `citations/ref.bib`.
- ▌ Expo Upgrading · majiayu000 bundleGuidelines for upgrading Expo SDK versions, fixing dependency issues, and migrating to new architecture
- ▌ Fastapi Router · majiayu000 bundleCreate FastAPI routers with CRUD operations, authentication dependencies, and proper response models. Use when building REST API endpoints, creating new routes, implementing CRUD operations, or adding authenticated endpoints in FastAPI applications.
- ▌ Fhir Migration · majiayu000 bundleMigration du stockage Patient/Practitioner vers HAPI FHIR. Utiliser quand l'utilisateur demande d'implémenter l'architecture hybride FHIR, créer des mappers FHIR, ou intégrer avec HAPI FHIR.
- ▌ Filament Rules · majiayu000 bundleFilament 4.x coding standards for Laravel 12. Custom Schema namespace (NOT Form), Vietnamese UI, Observer patterns, Image management. USE WHEN creating resources, fixing namespace errors, implementing forms, RelationManagers, Settings pages, or any Filament development.
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- ▌ Vault Dead Ends · majiayu000 bundleFind dead-end notes (have backlinks but no outgoing links). Triggers on "dead ends", "dead end notes", "endpoint notes".
- ▌ Flutter Errors · majiayu000 bundleUse when hitting layout errors (RenderFlex overflow, unbounded constraints, RenderBox not laid out), scroll errors, or setState-during-build errors.
- ▌ Forge Blending · majiayu000 bundleAdd alpha blending, alpha testing, or additive blending to an SDL GPU project. Configure blend state, sort transparent objects, and set up clip/discard for cutout transparency.
- ▌ Forge Debugger · majiayu000 bundleDiagnoses and fixes issues in Atlassian Forge apps. Use this skill whenever a Forge app has errors, crashes, shows blank UI, fails to deploy, doesn't appear after installation, has permission issues, or produces unexpected output. Trigger on any mention of forge logs, forge deploy errors, resolver errors, blank panels, missing scopes, Custom UI not rendering, production vs dev discrepancies, or any Jira/Confluence app that "stopped working". Also trigger when the user asks to debug, troubleshoot, investigate, or fix a Forge app issue — even if they haven't used the word "Forge" but describe a Jira panel or Confluence macro acting up.
- ▌ Forge Lang Cpp · majiayu000 bundleC++ development standards including make/cmake, g++/clang++, and static analysis. Use when working with C++ files (.cpp, .hpp, .cc, .hh).
- ▌ Forge Security · majiayu000 bundleEnforces security guardrails for Claude Code. Blocks access to secrets, credentials, and sensitive files. Requires confirmation for network requests and infrastructure changes. Use when accessing files, making network requests, or running infrastructure commands.
- ▌ Fpga Debugging · majiayu000 bundleOn-chip debugging skill with ILA, VIO, and related FPGA debug tools
- ▌ Frontend Skill · majiayu000 bundleBuild frontend user interfaces including pages, components, layouts, and styling. Use for UI development and presentation layers.
- ▌ Fullstack Spec · majiayu000 bundleBridge frontend features to backend implementation. Describe what you want in the UI, get specs for both frontend AND backend.
- ▌ Gamedev Roblox · majiayu000 bundleCreates Roblox experiences from empty Studio place to published world. Use when starting, building, validating, or shipping a Roblox game.
- ▌ Gate And Merge · majiayu000 bundleUse when a set of open PRs needs landing together: run the QA gate ladder on each, fix minor findings on the PR branch, comment the blocking ones, and merge the stack parent-first. Use when the user says "land these PRs", "merge the stack", "clear the PR queue", or names a merge train. Fixing one PR review thread goes to resolve-pr-feedback; diagnosing a red check goes to gh-fix-ci.
- ▌ Gh Issue Close · majiayu000 bundleClose and resolve GitHub issues using gh CLI. Mark issues as completed, won't fix, or duplicate. Use when issue is resolved, invalid, or no longer relevant.
- ▌ Gh Task Shaper · majiayu000 bundleShape work into GitHub issues. Use this skill when Codex needs to turn a vague idea into a clear pitch, decide whether to open a new issue, and set up branches with gh.
- ▌ Git Branchless · majiayu000 bundleEnforce idiomatic git-branchless during planning and executing tasks — detached-HEAD-first work, in-memory rebase via `git move`, event-log recovery via `git undo`, deferred branch creation, speculative-merge `git sync` for base updates. Use when planning or executing multi-commit work, history rewrites, stack edits, rebase/reorder, fixup insertion mid-stack, stacked-PR publishing, or recovery from bad git ops; or when the user mentions branchless, smartlog, `git move`, or `git undo`. Silently inert if branchless is not initialized for the current repo.
- ▌ Gitcommitrules · majiayu000 bundleGitのコミットメッセージを作成する際のルールとフォーマットを定義します。コミットメッセージを作成または提案する際に必ず使用してください。
- ▌ Git Commit Smart · majiayu000 bundleIntelligently create git commits with proper formatting, conventional commit style, and Carbon ACX footer conventions.
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- ▌ Gitlab Scripts · majiayu000 bundleUse GitLab scripts instead of GitLab MCP for both read and write operations. Read operations (gitlab-mr-comments, gitlab-list-mrs) for fetching MR data. Write operations (gitlab-create-mr, gitlab-comment-mr, gitlab-inline-comment, gitlab-update-mr) for creating/updating MRs and posting inline code comments. Use when reviewing code, creating MRs, commenting on MRs, adding inline code review comments, updating MR metadata, listing MRs, or working with GitLab merge requests. Replaces 82 MCP functions (80k tokens) with lightweight bash scripts.
- ▌ Git Release Prep · majiayu000 bundlePrepare releases with semantic versioning, changelog generation, git tags, GitHub releases, and deployment bundle creation.
- ▌ Gitrules Skill · majiayu000 bundleCritical rules to prevent accidental data loss from destructive git operations.
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- ▌ Grad Paragraph · majiayu000 bundleWrite one survey-quality paragraph from evidence packs (tension → contrast → evaluation anchor → limitation). **Trigger**: grad paragraph, paragraph micro-structure, argument paragraph, 研究生段落, 论证段落, 对比段, 段落写作. **Use when**: you are drafting `sections/S*.md` (H3 body) and want subsection-specific, evidence-bounded prose instead of templates. **Skip if**: evidence packs are missing/incomplete (fix `subsection-briefs`/`evidence-draft`/`evidence-binder` first), or `Approve C2` is not recorded in `DECISIONS.md`. **Network**: none. **Guardrail**: do not invent facts or citations; no placeholders/ellipsis; keep claims conservative when evidence is abstract-level (avoid repeating evidence-mode boilerplate in every paragraph).
- ▌ Grafix Artwork · majiayu000 bundleGrafix で「作品を 1 本作って PNG 候補を出し、選別→改良」を回すための薄いオーケストレータ。基本は `$grafix-compose` と `$grafix-draw-export`(必要なら `$grafix-api-catalog`)を同時に明示 invoke して使う。
- ▌ Greptile Tools · majiayu000 bundleExecutes natural language codebase queries against indexed repositories via Greptile API. Use when investigating code architecture, locating implementations, understanding feature workflows, or searching cross-repository patterns requiring semantic code graph traversal.
- ▌ Gstack Upgrade · majiayu000 bundleUpgrade gstack to the latest version. Detects global vs vendored install, runs the upgrade, and shows what's new. Use when asked to "upgrade gstack", "update gstack", or "get latest version".
- ▌ Ha Emby Github · majiayu000 bundleUse for ALL GitHub operations on this project - covers project board queries, issue management, PR linking, commit formatting, and the VIOLATION rule. Required reading before any code changes.
- ▌ Ha Emby Typing · majiayu000 bundleUse when writing ANY Python code for the HA Emby integration - enforces strict typing with ZERO Any usage, proper type annotations for all functions, TypedDicts for data structures, and mypy strict compliance.
- ▌ Handoff Claude · majiayu000 bundleDelegate tasks to other authorized Claude Code instances (separate accounts/profiles like claude-z-1, claude-z-2) via headless `claude -p`. Use when you need parallel execution on a second account's quota, account isolation, or background workers that don't consume this session's context.
- ▌ Hdl Simulation · majiayu000 bundleMulti-simulator expertise for functional verification of FPGA designs
- ▌ Helius Phantom · majiayu000 bundleBuild frontend Solana applications with Phantom Connect SDK and Helius infrastructure. Covers React, React Native, and browser SDK integration, transaction signing via Helius Sender, API key proxying, token gating, NFT minting, crypto payments, real-time updates, and secure frontend architecture.
- ▌ Hls Cpp To Rtl · majiayu000 bundleExpert skill for C/C++ to RTL conversion using High-Level Synthesis tools
- ▌ Hook Templates · majiayu000 bundleComprehensive Claude Code hook patterns for automation, state management, and external integration. Use when implementing hooks for validation, workflow gates, MCP integration, or state machines.
- ▌ HTML CSS Guide · majiayu000 bundleHTML and CSS guardrails, patterns, and best practices for AI-assisted development. Use when working with HTML/CSS files (.html, .css, .scss, .less), or when the user mentions HTML/CSS. Provides semantic HTML guidelines, accessibility standards, modern CSS patterns, and responsive design conventions specific to this project's coding standards.
- ▌ Impact Map 150 · majiayu000 bundleUnderstand how changes impact the system — what's the core, what's affected, what depends on what. Use when planning changes, analyzing systems, debugging issues, or anytime you need to see the full picture of cause and effect. Triggers on "what's affected", "impact analysis", "dependencies", "scope mapping", or when you need to understand ripple effects.
- ▌ IOS Cloud Sync · majiayu000 bundleUse when choosing between CloudKit vs iCloud Drive, implementing reliable sync, handling offline-first patterns, or designing sync architecture - prevents common sync mistakes that cause data loss
- ▌ IOS Networking · majiayu000 bundleBuild, review, or improve networking code in iOS/macOS apps using URLSession with async/await, structured concurrency, and modern Swift patterns. Use when working with REST APIs, downloading files, uploading data, WebSocket connections, pagination, retry logic, request middleware, caching, background transfers, or network reachability monitoring. Also use when handling HTTP requests, API clients, network error handling, or data fetching in Swift apps.
- ▌ IOS Realitykit · majiayu000 bundleUse for RealityKit 3D/AR/spatial apps: ECS architecture, SwiftUI integration, RealityView, anchors, materials, physics, interaction, multiplayer, and performance
- ▌ IOS Sf Symbols · majiayu000 bundleUse for SF Symbols rendering modes, effects, animations, custom symbols, and troubleshooting from iOS 17 through SF Symbols 7 (iOS 26)
- ▌ Iterative Work · majiayu000 bundleImplement a feature or fix a bug following a plan, using iterative work.
- ▌ Java Migration · majiayu000 bundleGuide for upgrading Java projects between major versions (8→11→17→21→25). Use when user says "upgrade Java", "migrate to Java 25", "update Java version", or when modernizing legacy projects.
- ▌ JS TS Patterns · majiayu000 bundleUse when creating JS/TS projects, choosing frameworks, or building advanced type patterns. Covers tooling opinions, type decisions, and non-obvious gotchas.
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- ▌ Kafka Patterns · majiayu000 bundleTopic design, partition strategies, consumer group patterns, exactly-once processing, and dead letter queue handling.
- ▌ Koan Debugging · majiayu000 bundleFramework-specific troubleshooting, boot report analysis, common error patterns
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- ▌ Kro Rgd Pulumi · majiayu000 bundleCreate production-ready KRO ResourceGraphDefinitions using Pulumi TypeScript. Use when users need to define custom Kubernetes APIs, compose resources with KRO, integrate AWS ACK resources, or build platform abstractions using Pulumi infrastructure as code.
- ▌ Lcx Report Bug · majiayu000 bundleCreate a high-signal bug issue or PR in the repo that owns the defect. Use this whenever the user asks to report, file, open, or triage a LazyCodex, lazycodex-ai, omo-codex, Codex plugin, or upstream Codex CLI bug, especially when they need source-backed root cause, reproduction steps, fix guidance, and GitHub routing.
- ▌ License Finder · majiayu000 bundleDeterministically find license information for Python packages by checking PyPI metadata first, then falling back to Git repository LICENSE files using shallow cloning.