systematic-thinking
Rigorous problem decomposition and evidence-based analysis methodology for software engineering tasks. Use to analyze situations, figure out concepts or investigations.
user-interview
Requirements elicitation through structured interviewing. Use when: (1) User provides vague, ambiguous, or incomplete requirements, (2) Clarification is needed before building features or writing code, (3) User says 'build X' without specifying behavior, edge cases, or constraints, (4) Translating stakeholder requests into PRDs, specs, or user stories. Triggers on phrases like 'make it better', 'add a feature', 'fix this', 'I need something that...', or any request lacking concrete acceptance criteria.
verification-before-completion
This skill should be used when about to claim work is complete, fixed, or passing. It requires running verification commands and confirming output before making any success claims. Evidence before assertions, always.
web-tester
Frontend testing with browser automation, assertions, and visual regression. Use when testing web UIs, validating user flows, checking responsive design, form submissions, login flows, or detecting visual regressions. Supports dev server auto-detection, assertion collection, and screenshot comparison.
workflow-br-ticket
Use this skill when working with Jira tickets (RD-XXXX) to ensure proper task tracking and state persistence in `br`.
workflow-create-prd
This skill should be used when creating a Product Requirements Document (PRD) based on user input. It guides through clarifying questions, explores approaches, and produces a structured PRD suitable for junior developers to implement.
workflow-implement-plan
This skill should be used when executing an approved implementation plan with batch checkpoints. It implements tasks in batches of 3, stops for review after each batch, and handles mismatches or blockers by asking for guidance rather than guessing.
workflow-research-codebase
This skill should be used when conducting comprehensive codebase research to answer questions, understand architecture, or prepare context for implementation planning. It spawns parallel sub-agents and synthesizes findings into a structured research document.
workflow-review-code
This skill should be used when reviewing code changes in a branch against main/master/develop. It analyzes commits, integrates JIRA ticket and MR context when available, and produces a structured code review using Conventional Comments format.
workflow-validate-plan
This skill should be used when validating that an implementation plan was correctly executed. It verifies success criteria, runs tests, identifies deviations, and presents structured completion options including MR creation or discard.
cortex
CLI for managing the Cortex email automation pipeline. Use this skill when the user wants to query emails, check queue status, trigger backfills, view classifications, or manage the email triage system. Triggers on keywords like "cortex", "email pipeline", "queue status", "classification", "backfill", "triage".
firecrawl-web
Fetch web content, take screenshots, extract structured data, search the web, and crawl documentation sites. Use when the user needs current web information, asks to scrape a URL, wants a screenshot, needs to extract specific data from a page, or wants to learn about a framework or library.
content-filter
Filter and classify AI research content for relevance. Use when processing raw content from Twitter, Substacks, blogs, or podcasts to determine if it's worth extracting claims from. Assigns relevance scores, topics, and author categories.
lecture-notes
Generate comprehensive undergraduate lecture notes for social sciences (especially economics) with mathematical foundations, daily-life examples, and practice questions. Use when user asks to create, generate, or write lecture notes, lecture materials, or teaching content. Supports Turkish and English output, Obsidian-compatible markdown with LaTeX/TikZ, and optional syllabus integration.
gmacko-dev-feature-plan
Use when (1) breaking down a feature request into implementable tasks, (2) creating a detailed feature specification, (3) preparing work for development. Generates feature plans with acceptance criteria and task breakdown.
gmacko-dev-issue-create
Use when (1) creating GitHub issues from feature plans or bug reports, (2) documenting bugs found during development, (3) managing the project backlog. Creates well-structured GitHub issues with templates and labels.
gmacko-dev-pr-review
Use when (1) reviewing a pull request against coding standards, (2) verifying PR meets acceptance criteria from feature plan, (3) checking for common issues before merge. Reviews PRs against plan and project standards.
gmacko-init-bootstrap
Use when (1) PROJECT_MANIFEST.json and INITIAL_PLAN.md exist, (2) ready to execute setup.sh to initialize the project, (3) renaming template to project name. Wraps setup.sh with preflight checks and validation.
gmacko-init-interview
Use when (1) starting a new project from the gmacko template, (2) user wants to create a fresh app without git history, (3) gathering requirements for PROJECT_MANIFEST.json. Conducts a guided interview to capture project goals, platforms, integrations, data model, and deployment preferences.
gmacko-init-orchestrator
Use when (1) user wants a complete project setup from scratch, (2) one-command initialization of a new Gmacko Ventures project, (3) orchestrating the full init workflow. Coordinates interview, plan, bootstrap, and provision skills.
gmacko-init-plan
Use when (1) PROJECT_MANIFEST.json exists and you need to generate INITIAL_PLAN.md, (2) user wants a detailed implementation roadmap, (3) translating manifest into actionable milestones. Generates comprehensive project plan from the manifest.
gmacko-qa-verify
Use when (1) verifying a feature is complete against acceptance criteria, (2) running QA checklist before release, (3) validating PR changes meet requirements. Performs systematic QA verification with documented results.
gmacko-release-close
Use when (1) release is deployed and verified, (2) closing related issues and PRs, (3) creating GitHub release with changelog, (4) finalizing release documentation. Completes the release lifecycle.
gmacko-release-deploy-mobile
Use when (1) building mobile app via EAS for distribution, (2) submitting to App Store or Google Play, (3) managing mobile release workflow. Handles Expo EAS build and submission process.
gmacko-release-deploy-web
Use when (1) deploying web application to Vercel staging or production, (2) monitoring deployment progress, (3) running post-deployment verification. Manages Vercel deployment workflow with safety checks.
gmacko-release-prepare
Use when (1) preparing a release for staging or production, (2) generating release notes and changelog, (3) verifying environment readiness before deployment. Prepares all artifacts needed for a release.
ai-creative-strategist
Research-powered creative strategy with visual previews. Use when you need to figure out WHAT to create before creating it. Researches competitors, captures references, generates visual direction previews, and outputs comprehensive briefs. Triggers on: creative strategy, what visuals should I create, creative brief, visual direction. Outputs briefs with actual preview images for feedback.
ai-image-generation
Execute AI image generation with optimal quality. Use when you need to generate images via Replicate API. Triggers on: generate image, create visual, product shot. Outputs generated images for feedback and iteration.
ai-product-photo
Specialized skill for AI product photography. Use when you need professional product shots, hero images, lifestyle photography, or e-commerce visuals. Triggers on: product shot, hero image, e-commerce photo. Outputs production-ready product photography.
ai-product-video
Specialized skill for AI product video generation. Use when you need product reveals, animated product shots, hero video banners, or e-commerce video content. Triggers on: product video, product reveal, animate product, hero video. Outputs professional product videos.
ai-social-graphics
Specialized skill for social media graphics and thumbnails. Use when you need Instagram posts, YouTube thumbnails, LinkedIn graphics, Twitter images, or ad creatives. Triggers on: social graphic, Instagram post, YouTube thumbnail, LinkedIn image. Outputs platform-optimized graphics.
ai-talking-head
Specialized skill for AI talking head and lip-sync video generation. Use when you need presenter videos, UGC-style content, or lip-synced avatars. Triggers on: talking head, presenter video, lip sync, UGC video. Outputs professional talking head videos.
brand-voice
Define or extract a consistent brand voice that other skills can use. Two modes - Extract (analyze existing content you're proud of) or Build (strategically construct a voice from scratch). Use when starting a project, when copy sounds generic, or when output needs to sound like a specific person/brand. Triggers on: what's my voice, analyze my brand, help me define my voice, make this sound like me, voice guide, brand personality. Outputs a voice profile that can be fed into direct-response-copy and other content skills.
content-atomizer
Transform one piece of content into platform-optimized assets across LinkedIn, Twitter/X, Instagram, TikTok, and YouTube. Use when someone has existing content (blog post, newsletter, podcast, video) and wants to maximize distribution. Covers format specs, hook formulas, algorithm signals, and creator-tested patterns for each platform. Triggers on: repurpose this, turn this into social posts, atomize this content, create social content from, LinkedIn post from this, thread from this. Outputs platform-specific content ready to publish.
direct-response-copy
Write copy that converts. Use when writing landing pages, emails, sales copy, headlines, CTAs, social posts, or any persuasive content. Triggers on: make this convert, write copy for X, help me sell X, punch this up, write a landing page, write sales copy. Produces internet-native copy that sounds like a smart friend explaining something while quietly deploying every persuasion principle in the book. Includes complete reference material from Schwartz, Hopkins, Ogilvy, Halbert, Caples, Sugarman, and Collier.
email-sequences
Build email sequences that convert subscribers into customers. Use when you have a lead magnet and need a welcome sequence, nurture sequence, or sales sequence. Covers welcome, nurture, conversion, launch, and re-engagement sequences. Triggers on: write welcome emails, email sequence for, nurture sequence, convert my list, onboarding emails, launch sequence, drip campaign, email funnel. Outputs complete email sequences with subject lines, timing, and full copy.
keyword-research
Strategic keyword research without expensive tools. Use when someone needs content strategy, topic ideas, SEO planning, or asks what should I write about. Uses the 6 Circles Method to expand from seed keywords, clusters into content pillars, and maps to a prioritized content plan. Triggers on: keyword research for X, content strategy for X, what topics should I cover, SEO strategy, content calendar, topic clusters. Outputs prioritized keyword clusters with content recommendations.
lead-magnet
Generate compelling lead magnet concepts that build lists and convert to paid offers. Use when someone needs top-of-funnel ideas, wants to grow their email list, or asks what should I give away for free. Triggers on: lead magnet ideas for X, how do I build my list, what freebie should I create, top of funnel for X, opt-in ideas, grow my email list. Outputs 3-5 lead magnet concepts with hooks, formats, and clear bridges to the paid offer.
newsletter
Create best-in-class newsletters that people actually want to read. Use when someone needs to write a newsletter edition, develop a newsletter format, or improve their newsletter game. Covers multiple formats - roundup, deep-dive, personal essay, curated links, news briefing. References patterns from Lenny Rachitsky, Morning Brew, Greg Isenberg, Sahil Bloom, The Hustle, and top AI newsletters. Triggers on: write newsletter, newsletter format, help with my newsletter, newsletter edition about X, weekly roundup. Outputs publication-ready newsletter content or format templates.
orchestrator
The marketing strategist that routes you to the right skill(s). Use this when someone doesn't know where to start, has a vague marketing request, or needs a multi-step workflow. Asks qualifying questions, diagnoses the situation, and recommends a skill sequence. Triggers on: help me with marketing, where do I start, I need to, what should I do first, vague marketing requests. Outputs a recommended skill sequence with context for each step.
positioning-angles
Find the angle that makes something sell. Use when launching a product, creating a lead magnet, writing a landing page, crafting an offer, or when marketing isn't converting. Triggers on: find angles for X, how should I position X, what's the hook, why isn't this selling, make this stand out, differentiate this, or when copy/landing page work needs a strong angle first. Outputs 3-5 distinct positioning options with headline directions for each.
seo-content
Create high-quality, SEO-optimized content that ranks AND reads like a human wrote it. Use when turning keyword research into actual content pieces. Takes a target keyword/cluster and produces a complete article optimized for search while avoiding AI-sounding output. Triggers on: write SEO content for X, create article for keyword, write blog post about X, SEO article, content for keyword cluster. Outputs publication-ready content with proper structure, optimization, and human voice.
codex-container-sandbox
Run Codex CLI inside a Podman container with full internet access but filesystem exposure limited to the repo root + explicit bind mounts; use when you want yolo/web-search without giving the agent access to your whole host filesystem.
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