mturac

@mturac source repo

640 skills
0 followers
19 hours ago last updated

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Benchmark 2 · mturac
このスキルを使用して、パフォーマンスベースラインを測定し、PR前後の回帰を検出し、スタック代替案を比較します。

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Blueprint 2 · mturac
1行の目的を複数セッション、複数エージェントエンジニアリングプロジェクト向けのステップバイステップ構築計画に変換します。各ステップには自己完結型コンテキストブリーフがあり、新しいエージェントがそれをコールドで実行できます。敵対的なレビューゲート、依存グラフ、平行ステップ検出、アンチパターンカタログ、計画変更プロトコルを含みます。トリガー：ユーザーが複雑なマルチPRタスク用の計画、ブループリント、またはロードマップをリクエストするか、複数のセッションが必要な作業を説明する場合。トリガーしない場合：タスクが単一のPRまたは3未満のツール呼び出しで完成可能な場合、またはユーザーが「単にやってくれ」と言う場合。

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Code Tour 2 · mturac
CodeTour `.tour`ファイルを作成 — ペルソナターゲット、ステップバイステップウォークスルー（実際のファイルとラインアンカー付き）。オンボーディングツアー、アーキテクチャウォークスルー、PRツアー、RCAツアー、構造化「これがどのように機能するかを説明」リクエストに使用。

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Crosspost 2 · mturac
X、LinkedIn、Threads、Bluesky間のマルチプラットフォームコンテンツ配布。content-engineパターンを使用してプラットフォームごとにコンテンツを適応します。同一コンテンツをクロスプラットフォームで投稿することはありません。コンテンツをソーシャルプラットフォーム間で配布したい場合に使用します。

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Motion UI 2 · mturac
日本語翻訳：このファイルは motion-ui 用の日本語翻訳が必要です

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Repo Scan 2 · mturac
クロススタックのソースコード資産監査——各ファイルを分類し、埋め込まれたサードパーティライブラリを検出し、各モジュールに対してインタラクティブなHTMLレポートとともに実用的な4段階の判定を提供する。

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Eval Harness 3 · mturac
Eval-driven development (EDD) ilkelerini uygulayan OpenAI Codex oturumları için formal değerlendirme çerçevesi

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Jpa Patterns 2 · mturac
Spring Boot'ta entity tasarımı, ilişkiler, sorgu optimizasyonu, transaction'lar, auditing, indeksleme, sayfalama ve pooling için JPA/Hibernate kalıpları.

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Rust Testing 2 · mturac
Rust testing patterns including unit tests, integration tests, async testing, property-based testing, mocking, and coverage. Follows TDD methodology.

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Tdd Workflow 3 · mturac
Yeni özellikler yazarken, hata düzeltirken veya kod refactor ederken bu skill'i kullanın. Unit, integration ve E2E testlerini içeren %80+ kapsam ile test güdümlü geliştirmeyi zorlar.

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Benchmark 3 · mturac
使用此技能测量性能基线，检测PR前后的回归，并比较堆栈替代方案。

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Blueprint 3 · mturac
Blueprint — 施工计划生成器

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Code Tour 3 · mturac
创建 CodeTour `.tour` 文件——针对特定角色的、带有真实文件和行锚点的逐步演练。用于入职引导、架构演练、PR 演练、RCA 演练以及结构化的“解释其工作原理”请求。

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Crosspost 3 · mturac
跨X、LinkedIn、Threads和Bluesky的多平台内容分发。使用内容引擎模式根据平台适配内容。从不跨平台发布相同内容。当用户希望跨社交平台分发内容时使用。

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Email Ops 2 · mturac
以证据为先的邮箱分类、草稿、发送验证及已发送邮件安全跟进工作流，适用于ecc。当用户希望整理邮件、通过真实邮件界面起草或发送、或证明已发送邮件内容时使用。

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Gateguard 2 · mturac
强制事实的门控，阻止编辑/写入/Bash（包括MultiEdit），并要求在允许操作之前进行具体调查（导入器、数据模式、用户指令）。与无门控代理相比，可测量地将输出质量提高2.25分。

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Repo Scan 3 · mturac
跨栈源代码资产审计——对每个文件进行分类，检测嵌入的第三方库，并为每个模块提供可操作的四级判定结果，附带交互式HTML报告。

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AI First Engineering · mturac
Engineering operating model for teams where AI agents generate a large share of implementation output.

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Cpp Coding Standards · mturac
C++ coding standards based on the C++ Core Guidelines (isocpp.github.io). Use when writing, reviewing, or refactoring C++ code to enforce modern, safe, and idiomatic practices.

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Enterprise Agent Ops · mturac
Operate long-lived agent workloads with observability, security boundaries, and lifecycle management.

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Google Workspace Ops · mturac
Operate across Google Drive, Docs, Sheets, and Slides as one workflow surface for plans, trackers, decks, and shared documents. Use when the user needs to find, summarize, edit, migrate, or clean up Google Workspace assets without dropping to raw tool calls.

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Kotlin Ktor Patterns · mturac
Ktor server patterns including routing DSL, plugins, authentication, Koin DI, kotlinx.serialization, WebSockets, and testApplication testing.

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Laravel Verification · mturac
Verification loop for Laravel projects: env checks, linting, static analysis, tests with coverage, security scans, and deployment readiness.

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Recsys Pipeline Architect · mturac bundle
Designs composable recommendation, ranking, and feed pipelines using the six-stage Source→Hydrator→Filter→Scorer→Selector→SideEffect framework popularized by X's open-sourced For You algorithm. Use this skill when the user wants to build any system that picks "the top K items for a user/context" — content feeds, search ranking, task prioritization, notification ordering, RAG retrieval ranking, alert triage, ad selection. Produces a stage-by-stage spec, an interface definition in the user's target language, and a runnable scaffold. Triggers: "recommendation system", "feed algorithm", "ranking pipeline", "for you feed", "how should I rank X", "candidate pipeline", "content recommender", "pipeline architecture for recsys".

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Prove Running Product · mturac bundle
Verify a vibe-coded web product with VibeProof using clean-clone, browser, restart, persistence, and evidence gates.

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Analyze Coding Session · mturac bundle
Diagnose a coding-agent session with InferShape and produce evidence-backed findings plus a privacy-safe repair packet.

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Simulacra · mturac bundle
Interactive code simulation engine that spawns ghost personas to review your code before it ships. Each ghost walks through your code line-by-line from a different failure perspective: The Adversary (race conditions, double-submit, idempotency), The Enterprise Edge (business logic gaps, multi-currency, B2B tax exemptions, locale), Chaos Monkey (timeouts, partial failures, network partitions, OOM). Produces a chaos timeline, structured bug report with severity ratings, and three resolution tiers (quick fix, robust architecture, generated test suite). Use this skill whenever the user mentions code review, PR review, "find bugs", "what could go wrong", "will this break", "is this safe", "stress test", "edge cases", design review, pre-merge check, dry run, chaos test, or wants a second opinion on any code — even if they don't explicitly ask for "ghost personas" or "simulation". Also trigger when someone pastes a code snippet with any question about its correctness or safety.

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Skill Scorer · mturac
Rates any SKILL.md on a 0-100 scale across 10 dimensions with a SHIP / REWORK / SCRAP verdict. Evaluates trigger precision, instruction clarity, output predictability, edge case coverage, anti-hallucination guardrails, developer experience, composability, open-source readiness, wow factor, and real-world utility. No flattery — calibrated against Anthropic's own skill-creator rubric. Use this skill whenever someone says "score this skill", "rate my skill", "is this skill good", "skill review", "skill audit", "roast my SKILL.md", "grade this", "will this skill work", "evaluate my skill", "how good is this", or pastes a SKILL.md and asks for feedback. Also trigger when comparing two skills, benchmarking a skill collection, or asking "what's wrong with this skill" — even without the word "score".

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Skill Hunter · mturac
ALWAYS invoke this skill FIRST, BEFORE writing code or taking implementation steps, whenever the user asks to write, build, create, implement, set up, scaffold, generate, scrape, parse, convert, deploy, automate, integrate, extract, migrate, test, or document anything. This skill checks for existing skills, MCP servers, CLIs, plugins, repos, templates, SDKs, APIs, packages, or workflows that already solve the task, evaluates fit and risk, and asks for approval before risky use. Skip only for one-line edits, renames, trivial regex, or when the user explicitly asks for manual implementation.

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API Sculptor · mturac
Designs and implements APIs: REST, GraphQL, gRPC, and WebSocket. Produces OpenAPI 3.1 specs, GraphQL SDL schemas, Protocol Buffer definitions, and working server implementations. Use this skill when the user asks about API design, endpoint structure, schema definition, versioning strategy, pagination, authentication, rate limiting, or any API implementation work. Also triggers on "design an API for," "write an OpenAPI spec," "create a GraphQL schema," "set up gRPC," "REST API best practices," or casual requests like "I need endpoints for my app" or "how should I structure my API."

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DB Whisperer · mturac bundle
Diagnoses and improves application-layer databases: Postgres, MySQL, SQLite, and MongoDB. Covers EXPLAIN ANALYZE, slow query detection, index strategy, N+1 detection, schema migrations with up/down scripts, connection pooling, replication setup, and vacuum/analyze operations. Use this skill when the user says "this query is slow," "add an index for," "migration for a new column," "N+1 on this ORM," "explain this query plan," "replication lag," "optimize my database," "query is timing out," or "connection pool exhausted."

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Deploy Ninja · mturac
Handles zero-downtime deployments: blue-green, canary releases, rolling updates, and feature flag rollouts. Covers Kubernetes, Docker, Cloudflare Workers, Terraform, and CI/CD pipeline setup. Use this skill when the user wants to deploy an application, set up a deployment pipeline, implement canary releases, configure rolling updates, manage feature flags, or handle any release automation. Also triggers on "deploy to production," "set up CI/CD," "blue-green deployment," "canary release," "rolling update," "zero-downtime deploy," "rollback," or even casual requests like "push this to prod" or "how do I safely release this."

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Obs Guardian · mturac bundle
Builds observability, monitoring, alerting, and incident visibility for production systems. Covers OpenTelemetry instrumentation for traces, metrics, and logs; structured logging with JSON, correlation IDs, and sampling; Prometheus and Grafana scrape configs, dashboards, and recording rules; distributed tracing with Jaeger and Tempo; SLO/SLA definition, error budgets, burn-rate alerts; PagerDuty and OpsGenie alerting rules; and on-call runbook templates. Use this skill when the user says "set up monitoring," "instrument with OpenTelemetry," "add structured logging," "set up Grafana dashboards," "define SLOs," "no visibility into my app," "tracing across microservices," "alerting rules," or "production incident with no logs."

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Prompt Forge · mturac
Engineers and optimizes prompts for LLMs: system prompts, few-shot examples, chain-of-thought structures, agent personas, and evaluation frameworks. Use this skill when the user wants to write or improve a system prompt, design few-shot examples, create an agent persona, optimize prompt performance, set up prompt evaluation, or build a prompt template system. Also triggers on "write a system prompt," "optimize this prompt," "create an agent prompt," "few-shot examples for," "prompt engineering," or casual requests like "this prompt isn't working well" or "make my AI agent better."

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Ghost Scraper · mturac
Extracts structured data from websites — static HTML, JavaScript-rendered SPAs, paginated listings, and API-backed pages. Handles anti-bot detection awareness, rate limiting, and robots.txt compliance. Use this skill whenever the user wants to scrape a website, extract data from a URL, pull product listings, harvest structured data, reverse-engineer a site's API, or deal with dynamic JS-rendered content. Also triggers on "get me data from this site," "extract prices from," "crawl these pages," or any request involving web data extraction, even casual ones like "can you pull info from this URL."

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MCP Conductor · mturac
Decomposes complex tasks into subtasks and coordinates multiple tools or agents to execute them. Handles task dependency graphs, parallel execution planning, result merging, and conflict resolution. Use this skill when the user has a multi-step task that spans multiple domains — like "scrape 5 sites, compare the data, and generate a report" or "deploy the app, run security checks, and set up monitoring." Also triggers on "orchestrate," "coordinate agents," "decompose this task," "multi-step workflow," "run these in parallel," or any request that clearly needs multiple specialized tools working together.

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Auth Architect · mturac bundle
Designs and implements authentication and identity systems. Covers OAuth2 and OIDC flows including authorization code, PKCE, and client credentials; JWT design including RS256 vs HS256, key rotation, token blacklisting, and refresh token strategy; RBAC and ABAC modeling; SSO with Google, GitHub, and SAML 2.0; session management; magic links; MFA with TOTP, SMS, and hardware keys; and API key management. Use this skill when the user says "implement OAuth2," "JWT refresh token rotation," "set up SSO with Google," "design RBAC for multi-tenant," "implement magic link auth," "is my JWT secure," "add login to my app," "session management strategy," or "API key auth."

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Infra Automation · mturac
Manages infrastructure operations: DNS records, SSL certificates, Cloudflare Workers, CDN configuration, and domain provisioning. Use this skill whenever the user mentions Cloudflare, DNS, SSL, Workers, domain setup, CDN config, TLS hardening, zone management, or any infrastructure automation task — even if they just paste a domain name and ask "set this up." Also triggers on requests like "add an A record," "check my SSL," "deploy a Worker," or "audit my domain config."

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Prediction Alpha · mturac
Analyzes prediction markets: Polymarket, Manifold Markets, Kalshi. Calculates implied probabilities, detects cross-platform arbitrage, computes expected value and Kelly fractions. Use this skill when the user mentions prediction markets, Polymarket, Manifold, Kalshi, odds analysis, arbitrage detection, market probability, event contracts, or asks things like "is there edge on this market," "compare odds across platforms," or "analyze this prediction market." Also triggers on "what are the current odds for," "find arbitrage opportunities," or any question about market-implied probabilities.

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Quantum Debugger · mturac
Debugs complex, hard-to-reproduce issues: race conditions, memory leaks, deadlocks, performance regressions, heisenbugs, and crash analysis. Uses scientific debugging methodology with hypothesis generation, systematic testing, and root cause isolation. Use this skill when the user reports intermittent crashes, performance degradation, memory leaks, thread-safety issues, deadlocks, or any bug that's hard to reproduce. Also triggers on "debug this," "why is this crashing," "performance regression," "memory leak," "race condition," "segfault," "service hangs intermittently," or even "this works on my machine but not in production."

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Security Sentinel · mturac
Performs security audits, vulnerability assessments, SSL/TLS hardening, DNSSEC configuration, and compliance checks. Covers OWASP Top 10, CIS Benchmarks, email security (SPF/DKIM/DMARC), and network reconnaissance. Use this skill when the user asks for a security audit, vulnerability scan, penetration test, SSL hardening, DNSSEC setup, compliance check, or security posture assessment. Also triggers on "is my site secure," "check for vulnerabilities," "harden my server," "audit my domain," "set up DNSSEC," or any request involving security assessment — even vague ones like "I'm worried about my site's security."

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Pipeline Architect · mturac
Designs and implements data pipelines: ETL/ELT, streaming, batch processing, schema migrations, and data warehouse architecture. Covers Kafka, Airflow, dbt, Spark, ClickHouse, BigQuery, Snowflake, Redis Streams, and more. Use this skill when the user asks about data pipelines, ETL jobs, data transformation, streaming setup, data warehouse design, CDC, schema migrations, data quality checks, or anything involving moving data from source to target. Also triggers on "build a pipeline," "migrate data from X to Y," "set up streaming," "design my data warehouse," or "data quality is bad, help me fix it."

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Ck · mturac bundle
Persistent per-project memory for OpenAI Codex. Auto-loads project context on session start, tracks sessions with git activity, and writes to native memory. Commands run deterministic Node.js scripts — behavior is consistent across model versions.

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X API · mturac
X/Twitter API integration for posting tweets, threads, reading timelines, search, and analytics. Covers OAuth auth patterns, rate limits, and platform-native content posting. Use when the user wants to interact with X programmatically.

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Council · mturac
Convene a four-voice council for ambiguous decisions, tradeoffs, and go/no-go calls. Use when multiple valid paths exist and you need structured disagreement before choosing.

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Blueprint · mturac
Turn a one-line objective into a step-by-step construction plan for multi-session, multi-agent engineering projects. Each step has a self-contained context brief so a fresh agent can execute it cold. Includes adversarial review gate, dependency graph, parallel step detection, anti-pattern catalog, and plan mutation protocol. TRIGGER when: user requests a plan, blueprint, or roadmap for a complex multi-PR task, or describes work that needs multiple sessions. DO NOT TRIGGER when: task is completable in a single PR or fewer than 3 tool calls, or user says "just do it".

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Ecc Guide · mturac
Guide users through ecc's current agents, skills, commands, hooks, rules, install profiles, and project onboarding by reading the live repository surface before answering.

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Email Ops · mturac
Evidence-first mailbox triage, drafting, send verification, and sent-mail-safe follow-up workflow for ecc. Use when the user wants to organize email, draft or send through the real mail surface, or prove what landed in Sent.

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Gateguard · mturac
Fact-forcing gate that blocks Edit/Write/Bash (including MultiEdit) and demands concrete investigation (importers, data schemas, user instruction) before allowing the action. Measurably improves output quality by +2.25 points vs ungated agents.

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Repo Scan · mturac
Cross-stack source code asset audit — classifies every file, detects embedded third-party libraries, and delivers actionable four-level verdicts per module with interactive HTML reports.

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Agent Eval · mturac
Head-to-head comparison of coding agents (OpenAI Codex, Aider, Codex, etc.) on custom tasks with pass rate, cost, time, and consistency metrics

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Agent Sort · mturac
Build an evidence-backed ecc install plan for a specific repo by sorting skills, commands, rules, hooks, and extras into DAILY vs LIBRARY buckets using parallel repo-aware review passes. Use when ecc should be trimmed to what a project actually needs instead of loading the full bundle.

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Agentic Os · mturac
Build persistent multi-agent operating systems on OpenAI Codex. Covers kernel architecture, specialist agents, slash commands, file-based memory, scheduled automation, and state management without external databases.

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Browser QA · mturac
Use this skill to automate visual testing and UI interaction verification using browser automation after deploying features.

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Exa Search · mturac
Neural search via Exa MCP for web, code, and company research. Use when the user needs web search, code examples, company intel, people lookup, or AI-powered deep research with Exa's neural search engine.

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Brand Voice · mturac bundle
Build a source-derived writing style profile from real posts, essays, launch notes, docs, or site copy, then reuse that profile across content, outreach, and social workflows. Use when the user wants voice consistency without generic AI writing tropes.

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Skill Scout · mturac
Search existing local, marketplace, GitHub, and web skill sources before creating a new skill. Use when the user wants to create, build, fork, or find a skill for a workflow.

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Canary Watch · mturac
Use this skill to monitor and verify a deployed URL or public OSS launch surface after releases — checks HTTP endpoints, SSE streams, static assets, console errors, performance regressions, PR queue health, maintainer feedback, and listing-review blockers after deploys, merges, submissions, or dependency upgrades. Smoke / canary / post-deploy / PR-watch verification.

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Eval Harness · mturac
Formal evaluation framework for OpenAI Codex sessions implementing eval-driven development (EDD) principles

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Fal AI Media · mturac
Unified media generation via fal.ai MCP — image, video, and audio. Covers text-to-image (Nano Banana), text/image-to-video (Seedance, Kling, Veo 3), text-to-speech (CSM-1B), and video-to-audio (ThinkSound). Use when the user wants to generate images, videos, or audio with AI.

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Messages Ops · mturac
Evidence-first live messaging workflow for ecc. Use when the user wants to read texts or DMs, recover a recent one-time code, inspect a thread before replying, or prove which message source was actually checked.

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Mle Workflow · mturac
Production machine-learning engineering workflow for data contracts, reproducible training, model evaluation, deployment, monitoring, and rollback. Use when building, reviewing, or hardening ML systems beyond one-off notebooks.

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Product Lens · mturac
Use this skill to validate the "why" before building, run product diagnostics, and pressure-test product direction before the request becomes an implementation contract.

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Research Ops · mturac
Evidence-first current-state research workflow for ecc. Use when the user wants fresh facts, comparisons, enrichment, or a recommendation built from current public evidence and any supplied local context.

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Safety Guard · mturac
Use this skill to prevent destructive operations when working on production systems or running agents autonomously.

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Santa Method · mturac
Multi-agent adversarial verification with convergence loop. Two independent review agents must both pass before output ships.

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Search First · mturac
Research-before-coding workflow. Search for existing tools, libraries, and patterns before writing custom code. Invokes the researcher agent.

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Skill Comply · mturac bundle
Visualize whether skills, rules, and agent definitions are actually followed — auto-generates scenarios at 3 prompt strictness levels, runs agents, classifies behavioral sequences, and reports compliance rates with full tool call timelines

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Team Builder · mturac
Interactive agent picker for composing and dispatching parallel teams

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Terminal Ops · mturac
Evidence-first repo execution workflow for ecc. Use when the user wants a command run, a repo checked, a CI failure debugged, or a narrow fix pushed with exact proof of what was executed and verified.

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Configure Ecc · mturac
Interactive installer for Everything OpenAI Codex — guides users through selecting and installing skills and rules to user-level or project-level directories, verifies paths, and optionally optimizes installed files.

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Cost Tracking · mturac
Track and report OpenAI Codex token usage, spending, and budgets from a local cost-tracking database. Use when the user asks about costs, spending, usage, tokens, budgets, or cost breakdowns by project, tool, session, or date.

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Deep Research · mturac
Multi-source deep research using firecrawl and exa MCPs. Searches the web, synthesizes findings, and delivers cited reports with source attribution. Use when the user wants thorough research on any topic with evidence and citations.

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Hookify Rules · mturac
This skill should be used when the user asks to create a hookify rule, write a hook rule, configure hookify, add a hookify rule, or needs guidance on hookify rule syntax and patterns.

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Knowledge Ops · mturac
Knowledge base management, ingestion, sync, and retrieval across multiple storage layers (local files, MCP memory, vector stores, Git repos). Use when the user wants to save, organize, sync, deduplicate, or search across their knowledge systems.

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Rules Distill · mturac bundle
Scan skills to extract cross-cutting principles and distill them into rules — append, revise, or create new rule files

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Security Scan · mturac
Scan your OpenAI Codex configuration (.codex/ directory) for security vulnerabilities, misconfigurations, and injection risks using AgentShield. Checks CODEX.md, settings.json, MCP servers, hooks, and agent definitions.

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Video Editing · mturac
AI-assisted video editing workflows for cutting, structuring, and augmenting real footage. Covers the full pipeline from raw capture through FFmpeg, Remotion, ElevenLabs, fal.ai, and final polish in Descript or CapCut. Use when the user wants to edit video, cut footage, create vlogs, or build video content.

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Content Engine · mturac
Create platform-native content systems for X, LinkedIn, TikTok, YouTube, newsletters, and repurposed multi-platform campaigns. Use when the user wants social posts, threads, scripts, content calendars, or one source asset adapted cleanly across platforms.

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Context Budget · mturac
Audits OpenAI Codex context window consumption across agents, skills, MCP servers, and rules. Identifies bloat, redundant components, and produces prioritized token-savings recommendations.

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Dmux Workflows · mturac
Multi-agent orchestration using dmux (tmux pane manager for AI agents). Patterns for parallel agent workflows across OpenAI Codex, Codex, OpenCode, and other harnesses. Use when running multiple agent sessions in parallel or coordinating multi-agent development workflows.

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Hermes Imports · mturac
Convert local Hermes operator workflows into sanitized ecc skills and release-pack artifacts. Use when preparing a Hermes workflow for public ecc reuse without leaking private workspace state, credentials, or local-only paths.

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Frontend Slides · mturac bundle
Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a talk/pitch. Helps non-designers discover their aesthetic through visual exploration rather than abstract choices.

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Skill Stocktake · mturac bundle
Use when auditing Codex skills and commands for quality. Supports Quick Scan (changed skills only) and Full Stocktake modes with sequential subagent batch evaluation.

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Autonomous Loops · mturac
Patterns and architectures for autonomous OpenAI Codex loops — from simple sequential pipelines to RFC-driven multi-agent DAG systems.

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Coding Standards · mturac
Baseline cross-project coding conventions for naming, readability, immutability, and code-quality review. Use detailed frontend or backend skills for framework-specific patterns.

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Jira Integration · mturac
Use this skill when retrieving Jira tickets, analyzing requirements, updating ticket status, adding comments, or transitioning issues. Provides Jira API patterns via MCP or direct REST calls.

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Plan Orchestrate · mturac
Read a plan document, decompose it into steps, design a per-step agent chain from the ecc catalogue, and emit ready-to-paste /orchestrate custom prompts. Generative only — never invokes /orchestrate itself. Use when the user has a multi-step plan and wants to drive it through orchestrate without composing chains by hand.

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Project Flow Ops · mturac
Operate execution flow across GitHub and Linear by triaging issues and pull requests, linking active work, and keeping GitHub public-facing while Linear remains the internal execution layer. Use when the user wants backlog control, PR triage, or GitHub-to-Linear coordination.

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Prompt Optimizer · mturac
Analyze raw prompts, identify intent and gaps, match ecc components (skills/commands/agents/hooks), and output a ready-to-paste optimized prompt. Advisory role only — never executes the task itself. TRIGGER when: user says "optimize prompt", "improve my prompt", "how to write a prompt for", "help me prompt", "rewrite this prompt", or explicitly asks to enhance prompt quality. Also triggers on Chinese equivalents: "优化prompt", "改进prompt", "怎么写prompt", "帮我优化这个指令". DO NOT TRIGGER when: user wants the task executed directly, or says "just do it" / "直接做". DO NOT TRIGGER when user says "优化代码", "优化性能", "optimize performance", "optimize this code" — those are refactoring/performance tasks, not prompt optimization.

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Flox Environments · mturac
Create reproducible, cross-platform development environments with Flox — a declarative environment manager built on Nix. ALWAYS use this skill when the user needs to: set up a project with system-level dependencies (compilers, databases, native libraries like openssl, libvips, BLAS, LAPACK); configure reproducible toolchains for Python, Node.js, Rust, Go, C/C++, Java, Ruby, Elixir, PHP, or any language; manage environments that must work identically across macOS and Linux; pin exact package versions for a team; run local services (PostgreSQL, Redis, Kafka) alongside development tools; onboard new developers with a single command; or solve 'works on my machine' problems. Especially valuable for AI-assisted and vibe coding — Flox lets agents install tools into a project-scoped environment without sudo, system pollution, or sandbox restrictions, and the resulting environment is committed to the repo so anyone can reproduce it instantly. Use this skill even if the user doesn't mention Flox — if they describe need

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Gan Style Harness · mturac
GAN-inspired Generator-Evaluator agent harness for building high-quality applications autonomously. Based on OpenAI's March 2026 harness design paper.

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Strategic Compact · mturac
Suggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction.

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Verification Loop · mturac
A comprehensive verification system for OpenAI Codex sessions.

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Agent Payment X402 · mturac
Add x402 payment execution to AI agents with per-task budgets, spending controls, and non-custodial wallets. Supports Base through agentwallet-sdk and X Layer through OKX Payments / OKX Agent Payments Protocol.

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Product Capability · mturac
Translate PRD intent, roadmap asks, or product discussions into an implementation-ready capability plan that exposes constraints, invariants, interfaces, and unresolved decisions before multi-service work starts. Use when the user needs an ecc-native PRD-to-SRS lane instead of vague planning prose.

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Agentic Engineering · mturac
Operate as an agentic engineer using eval-first execution, decomposition, and cost-aware model routing.

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Codebase Onboarding · mturac
Analyze an unfamiliar codebase and generate a structured onboarding guide with architecture map, key entry points, conventions, and a starter CODEX.md. Use when joining a new project or setting up OpenAI Codex for the first time in a repo.

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Continuous Learning · mturac bundle
[DEPRECATED - use continuous-learning-v2] Legacy v1 stop-hook skill extractor. v2 is a strict superset with instinct-based, project-scoped, hook-reliable learning. Do not invoke v1; route continuous learning, session learning, and pattern extraction requests to continuous-learning-v2.

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Finance Billing Ops · mturac
Evidence-first revenue, pricing, refunds, team-billing, and billing-model truth workflow for ecc. Use when the user wants a sales snapshot, pricing comparison, duplicate-charge diagnosis, or code-backed billing reality instead of generic payments advice.

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640 published skills · page 6 of 7