mturac
- 640 skills
- 0 followers
- 19 hours ago last updated
- ▌ Iterative Retrieval · mturacPattern for progressively refining context retrieval to solve the subagent context problem
- ▌ MCP Server Patterns · mturacBuild MCP servers with Node/TypeScript SDK — tools, resources, prompts, Zod validation, stdio vs Streamable HTTP. Use Context7 or official MCP docs for latest API.
- ▌ Opensource Pipeline · mturacOpen-source pipeline: fork, sanitize, and package private projects for safe public release. Chains 3 agents (forker, sanitizer, packager). Triggers: '/opensource', 'open source this', 'make this public', 'prepare for open source'.
- ▌ Windows Desktop E2e · mturacE2E testing for Windows native desktop apps (WPF, WinForms, Win32/MFC, Qt) using pywinauto and Windows UI Automation.
- ▌ UI To Vue · mturacUIスクリーンショットやデザインエクスポートをVue 3コンポーネントに一括変換する際に使用。Vant、Element Plus、Ant Design Vueに対応。
- ▌ Automation Audit Ops · mturacEvidence-first automation inventory and overlap audit workflow for ecc. Use when the user wants to know which jobs, hooks, connectors, MCP servers, or wrappers are live, broken, redundant, or missing before fixing anything.
- ▌ Customer Billing Ops · mturacOperate customer billing workflows such as subscriptions, refunds, churn triage, billing-portal recovery, and plan analysis using connected billing tools like Stripe. Use when the user needs to help a customer, inspect subscription state, or manage revenue-impacting billing operations.
- ▌ Documentation Lookup · mturacUse up-to-date library and framework docs via Context7 MCP instead of training data. Activates for setup questions, API references, code examples, or when the user names a framework (e.g. React, Next.js, Prisma).
- ▌ Ecc Tools Cost Audit · mturacEvidence-first ecc Tools burn and billing audit workflow. Use when investigating runaway PR creation, quota bypass, premium-model leakage, duplicate jobs, or GitHub App cost spikes in the ecc Tools repo.
- ▌ Token Budget Advisor · mturacOffers the user an informed choice about how much response depth to consume before answering. Use this skill when the user explicitly wants to control response length, depth, or token budget. TRIGGER when: "token budget", "token count", "token usage", "token limit", "response length", "answer depth", "short version", "brief answer", "detailed answer", "exhaustive answer", "respuesta corta vs larga", "cuántos tokens", "ahorrar tokens", "responde al 50%", "dame la versión corta", "quiero controlar cuánto usas", or clear variants where the user is explicitly asking to control answer size or depth. DO NOT TRIGGER when: user has already specified a level in the current session (maintain it), the request is clearly a one-word answer, or "token" refers to auth/session/payment tokens rather than response size.
- ▌ AI Regression Testing · mturacRegression testing strategies for AI-assisted development. Sandbox-mode API testing without database dependencies, automated bug-check workflows, and patterns to catch AI blind spots where the same model writes and reviews code.
- ▌ Plankton Code Quality · mturacWrite-time code quality enforcement using Plankton — auto-formatting, linting, and Codex-powered fixes on every file edit via hooks.
- ▌ Continuous Learning V2 · mturac bundleInstinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents. v2.1 adds project-scoped instincts to prevent cross-project contamination.
- ▌ Openclaw Persona Forge · mturac bundle为 OpenClaw AI Agent 锻造完整的龙虾灵魂方案。根据用户偏好或随机抽卡, 输出身份定位、灵魂描述(SOUL.md)、角色化底线规则、名字和头像生图提示词。 如当前环境提供已审核的生图 skill,可自动生成统一风格头像图片。 当用户需要创建、设计或定制 OpenClaw 龙虾灵魂时使用。 不适用于:微调已有 SOUL.md、非 OpenClaw 平台的角色设计、纯工具型无性格 Agent。 触发词:龙虾灵魂、虾魂、OpenClaw 灵魂、养虾灵魂、龙虾角色、龙虾定位、 龙虾剧本杀角色、龙虾游戏角色、龙虾 NPC、龙虾性格、龙虾背景故事、 lobster soul、lobster character、抽卡、随机龙虾、龙虾 SOUL、gacha。
- ▌ IOS Icon Gen · mturacSF Symbols(Apple ネイティブ 5,000 件以上)または Iconify API(200 以上のコレクションから 275,000 件以上のオープンソースアイコン)から Xcode アセットカタログ用の PNG イメージセットとして iOS アプリアイコンを生成します。アイコンの生成、アイコンアセットの作成、アセットカタログへのアイコン追加、または iOS プロジェクト向けアイコンの検索を行う際に使用します。
- ▌ Cost Aware LLM Pipeline · mturacCost optimization patterns for LLM API usage — model routing by task complexity, budget tracking, retry logic, and prompt caching.
- ▌ Proof Led Oss Marketing · mturacBuild reputation-safe open-source marketing from verifiable project evidence, not hype, spam, or repeated public pings. Use for launch copy, directory targeting, community posts, proof packets, and maintainer-facing positioning.
- ▌ Rejection Recovery Loop · mturacTurn public launch, directory, community, or list rejections into repo fixes and better proof without arguing, spamming, or resubmitting blindly. Use after Hacker News, Product Hunt, GitHub list PR, marketplace, or community rejection.
- ▌ Workspace Surface Audit · mturacAudit the active repo, MCP servers, plugins, connectors, env surfaces, and harness setup, then recommend the highest-value ecc-native skills, hooks, agents, and operator workflows. Use when the user wants help setting up OpenAI Codex or understanding what capabilities are actually available in their environment.
- ▌ Autonomous Agent Harness · mturacTransform OpenAI Codex into a fully autonomous agent system with persistent memory, scheduled operations, computer use, and task queuing. Replaces standalone agent frameworks (Hermes, AutoGPT) by leveraging OpenAI Codex's native crons, dispatch, MCP tools, and memory. Use when the user wants continuous autonomous operation, scheduled tasks, or a self-directing agent loop.
- ▌ Laravel Plugin Discovery · mturacDiscover and evaluate Laravel packages via LaraPlugins.io MCP. Use when the user wants to find plugins, check package health, or assess Laravel/PHP compatibility.
- ▌ Frontend Design Direction · mturacSet an ecc-specific frontend design direction for production UI work. Use when building or improving websites, dashboards, applications, components, landing pages, visual tools, or any web UI that needs stronger product-specific design judgment.
- ▌ Unified Notifications Ops · mturacOperate notifications as one ecc-native workflow across GitHub, Linear, desktop alerts, hooks, and connected communication surfaces. Use when the real problem is alert routing, deduplication, escalation, or inbox collapse.
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- ▌ Click Path Audit · mturacユーザー向けボタン/タッチポイントを完全な状態変更シーケンスを通して追跡し、機能が個別に機能するが互いにキャンセルされたり、間違った最終状態を生成したり、UIを矛盾した状態にしたままにするバグを見つけます。次の場合に使用します:体系的なデバッグがバグを見つけたが、ユーザーは壊れたボタンを報告する場合、または共有状態ストアに触れる主要なリファクター後。
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- ▌ Regex Vs LLM Structured Text · mturacDecision framework for choosing between regex and LLM when parsing structured text — start with regex, add LLM only for low-confidence edge cases.
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- ▌ Agent Introspection Debugging · mturacStructured self-debugging workflow for AI agent failures using capture, diagnosis, contained recovery, and introspection reports.
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- ▌ Everything Openai Codex · mturac bundleDevelopment conventions and patterns for Everything OpenAI Codex. JavaScript project with conventional commits.
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- ▌ Fortune Cookie · mturac bundleGet a fortune cookie prediction for your coding session with beautiful ASCII art
- ▌ Product Init · mturac bundleAI-first turnkey product delivery. One command, 9 hard-gated stages, a shipped product at the end. Validates the problem before writing a single line of code. Works on Claude Code, Codex CLI, and OpenClaw/Hermes.
- ▌ Promptguard · mturac bundleAudit system prompts, agent prompts, router prompts, tool/function-call prompts, and coding-agent instructions as executable contracts. Use before writing or seeding prompts; blocks vague "fix this / write code" tasks missing ownership and verification. Works with Hermes, Claude Code, Codex, OpenCode, OpenClaw.