kmshihab7878
- 174 skills
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- 1 day ago last updated
- ▌ Responsive Design · kmshihab7878Mobile-first responsive layout patterns for React/Next.js/Tailwind apps. Breakpoints, container queries, fluid typography with clamp(), responsive grids, viewport units (svh), table-to-card conversion, adaptive navigation. Use when building layouts that must adapt across mobile, tablet, and desktop viewports.
- ▌ Session Bootstrap · kmshihab7878Confirm the evolution layer is active at session start and report what was injected. Use at the start of any session where behavior may have recently changed, or when the user asks what guidance is active. Read-only — does not modify stable/.
- ▌ Test Gap Analyzer · kmshihab7878Automated test coverage gap detection and targeted test generation. Analyzes codebase for untested functions, uncovered branches, missing edge cases, and regression gaps. Produces prioritized test generation targets ranked by bug risk. Use when assessing test coverage, finding untested code, planning test sprints, or running the Quality department's UAOP self-improvement loop.
- ▌ Video UI Patterns · kmshihab7878Reusable video UI component patterns for Remotion and programmatic video. macOS terminal mockups, announcement text, logo combos, ASCII art reveals, code typing simulations. Use when building video compositions that simulate software interfaces.
- ▌ Agent Orchestrator · kmshihab7878 bundleOpen-source, pluggable agentic coding orchestrator. Manages durable coding agents (Claude Code, Codex, OpenCode) through a simple interface — spawn agents, track progress, and let feedback loops like PR reviews and CI failures automatically route to the right agents. Use for fixing bugs, building features, working on GitHub issues, checking status, and managing agent sessions.
- ▌ Architecture Radar · kmshihab7878Automated technology trend scanning and architecture pattern extraction for the Engineering department. Monitors open-source trends, framework releases, and architecture patterns. Evaluates applicability to orchestrator stack, produces adoption recommendations, and feeds the engineering self-improvement loop. Use when evaluating new technologies, scanning for architecture patterns, planning tech radar updates, or running the engineering UAOP pipeline.
- ▌ B2c App Strategist · kmshihab7878Elite B2C iOS subscription app strategist. Runs full idea validation, MVP planning, App Store launch, and 5-channel marketing using the Ernesto Lopez playbook (12 apps, $73k MRR). Invoke when user says brainstorm storm, validate this idea, build strategy, analyze app, or wants to build a B2C app.
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- ▌ Container Security · kmshihab7878Docker image hardening, rootless containers, K8s security contexts, network policies, pod security standards, and OPA/Gatekeeper policies
- ▌ Financial Modeling · kmshihab7878Advanced financial modeling with DCF, Monte Carlo, portfolio optimization, risk metrics, and Aster DEX integration for backtesting
- ▌ Hermes Integration · kmshihab7878Self-improving agent integration via Hermes Agent. Creates skills from experience, improves them during use, and delivers CoreMind decisions via Telegram/Discord/Slack. Available as MCP server (hermes) for conversation management and skill orchestration. Use for multi-platform delivery, closed learning loops, and cron-scheduled tasks.
- ▌ Infra Intelligence · kmshihab7878Automated cloud cost anomaly detection, capacity forecasting, and infrastructure optimization for the Infrastructure department. Monitors AWS spending, resource utilization, and capacity trends. Produces cost reports with optimization recommendations and feeds the infra self-improvement loop. Use when analyzing cloud costs, forecasting capacity, optimizing infrastructure spend, right-sizing resources, or running the infrastructure UAOP pipeline.
- ▌ Market Competitors · kmshihab7878 bundleCompetitive intelligence analysis identifying competitors and revealing positioning gaps and differentiation opportunities.
- ▌ Administration · kmshihab7878 bundlen8n instance administration — data tables, folder management, community packages, Docker deployment, environment variables, backup/restore, upgrades, CLI commands, and troubleshooting. Operations the MCP does NOT cover. Auto-triggers on n8n data tables, n8n folders, move workflow, community packages, n8n setup, n8n upgrade, n8n backup, and n8n instance management tasks.
- ▌ Offensive Security · kmshihab7878AI-powered offensive security testing patterns. Penetration testing methodology, vulnerability assessment workflows, CTF challenges, and security tool integration. Use for authorized security testing, CTF competitions, and defensive security research.
- ▌ Release Automation · kmshihab7878Automated releases with Release Please, Renovate, conventional commits, semantic versioning, and CHANGELOG generation
- ▌ Remotion Animation · kmshihab7878Remotion video animation patterns from JonnyBurger's workflow. Spring physics, typewriter effects, 3D transforms, staggered reveals, flip transitions, composition architecture. Use when building Remotion compositions or programmatic video animations.
- ▌ Structured Logging · kmshihab7878Structured logging patterns with loguru and structlog for Python services, JSON output, correlation IDs, and Loki/Grafana integration
- ▌ Understand Explain · kmshihab7878Use when you need a deep-dive explanation of a specific file, function, or module in the codebase
- ▌ Understand Onboard · kmshihab7878Use when you need to generate an onboarding guide for new team members joining a project
- ▌ Ad Performance Loop · kmshihab7878Closed-loop ad performance optimization. Analyzes campaign results, identifies winning creatives by CPA/ROAS, reinforces winning patterns, and triggers regeneration of next creative batch. Use when analyzing ad performance, optimizing campaigns, identifying winning creatives, or running the generate-evaluate-regenerate cycle. Mirrors Eddie's Stage 5 (Self-Improvement Loop).
- ▌ Ad Script Generator · kmshihab7878Generate 100+ ad script variations from competitor intelligence. Takes ad-research output, rewrites competitor angles in brand voice, multiplies across ICPs, and produces production-ready scripts for UGC creators and AI video (Arcads). Use when creating ad scripts, generating creative variations, writing ad copy at scale, or building a creative testing pipeline. Mirrors Eddie's Stage 3 (Script Generation).
- ▌ Aidesigner Frontend · kmshihab7878AI design engine via MCP. Generates production-ready inline-Tailwind HTML from natural language prompts with full repo context awareness (framework, tokens, components, routes). Use for UI generation, iteration, and design-system-consistent page creation.
- ▌ API Design Patterns · kmshihab7878REST and GraphQL API design patterns. Resource naming, HTTP methods, status codes, error formats, pagination, versioning, and rate limiting. Use when designing APIs, reviewing endpoints, or writing OpenAPI specs.
- ▌ Mirofish Prediction · kmshihab7878Qualitative scenario prediction via MiroFish swarm simulation. Builds simulated digital worlds from seed data (news, market signals, policy changes), runs thousands of agents with behavioral logic, and produces narrative prediction reports. Use as complement to TimesFM quantitative forecasts for trading and strategy decisions.
- ▌ Operating Framework · kmshihab7878 bundleTask routing, risk assessment, execution modes, and completion standards for meaningful work.
- ▌ Python Quality Gate · kmshihab7878Python code quality enforcement with Ruff, pyright, Vulture, and deptry for linting, formatting, type checking, dead code, and dependency hygiene
- ▌ Quality Manager Qmr · kmshihab7878 bundleSenior Quality Manager Responsible Person (QMR) for HealthTech and MedTech companies. Provides quality system governance, management review leadership, regulatory compliance oversight, and quality performance monitoring per ISO 13485 Clause 5.5.2.
- ▌ Testing Methodology · kmshihab7878Testing strategy and patterns. Test pyramid, AAA pattern, TDD workflow, coverage targets, edge case checklists, and framework-specific patterns. Use when writing tests, designing test strategies, or reviewing test quality.
- ▌ Timesfm Forecasting · kmshihab7878 bundleZero-shot time series forecasting with Google's TimesFM foundation model. Use this skill when forecasting ANY univariate time series — sales, sensor readings, stock prices, energy demand, patient vitals, weather, or scientific measurements — without training a custom model. Supports both basic forecasting and advanced covariate forecasting (XReg) with dynamic and static exogenous variables. Automatically checks system RAM/GPU before loading the model, validates dataset fit before processing, supports CSV/DataFrame/array inputs, and returns point forecasts with calibrated prediction intervals. Includes a preflight system checker script that MUST be run before first use to verify the machine can load the model and handle your specific dataset.
- ▌ Understand Coremind · kmshihab7878CoreMind specific knowledge graph queries with governance-aware layer mapping and agent hierarchy understanding
- ▌ Context Budget Audit · kmshihab7878Measure and optimize token overhead across agents, skills, MCP servers, and CLAUDE.md. Identifies bloated components and produces prioritized savings recommendations.
- ▌ Distilled Aesthetics · kmshihab7878Anti-AI-slop frontend aesthetics enforcement from Anthropic's cookbook. Typography, color, motion, backgrounds, and spatial composition guidelines that produce distinctive, non-generic UI. Use when building any web UI, landing page, dashboard, or component.
- ▌ Fixing Accessibility · kmshihab7878Fix accessibility issues. Audits and fixes ARIA labels, keyboard navigation, focus management, contrast, and WCAG compliance. Use when adding interactive controls, forms, modals, or reviewing UI for accessibility.
- ▌ Multi Agent Patterns · kmshihab7878 bundleDesign patterns for multi-agent AI systems. Supervisor, pipeline, swarm, and hierarchical patterns. Communication protocols, task delegation, lifecycle management, and conflict resolution. Use when designing new agent architectures, coordinating multiple agents, or orchestrating workflows.
- ▌ Product Intelligence · kmshihab7878Automated competitor feature tracking, user feedback clustering, and feature validation for the Product department. Monitors competitor launches, aggregates user feedback signals, clusters by theme, and feeds the product self-improvement loop. Use when tracking competitor features, analyzing user feedback, validating feature hypotheses, or running the product UAOP pipeline.
- ▌ Research Methodology · kmshihab7878Search and research workflow patterns. Research depth levels, source credibility assessment, multi-hop reasoning, search query formulation, and citation management. Use when conducting research, evaluating sources, or synthesizing findings.
- ▌ Subagent Driven Development · kmshihab7878Guidance for assigning, coordinating, and reviewing focused subagent work.
- ▌ Understand Dashboard · kmshihab7878Launch the interactive web dashboard to visualize a codebase's knowledge graph
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- ▌ Production Monitoring · kmshihab7878Production monitoring with Grafana, Prometheus, Loki, and OpenTelemetry for containerized Python services on AWS EKS
- ▌ Receiving Code Review · kmshihab7878Guidance for evaluating review feedback, applying valid changes, and responding with evidence.
- ▌ Socraticode Preflight · kmshihab7878Run SocratiCode-assisted exploration before broad Read/Grep on a non-trivial code task. Falls back gracefully to code-review-graph MCP when SocratiCode isn't installed. Used implicitly by /ship, /audit-deep, /fix-root, /review.
- ▌ Argocd Setup And Configuration · kmshihab7878Reference for installing, accessing, and configuring ArgoCD deployments.
- ▌ Kubernetes Service Specification · kmshihab7878 bundleReference for Kubernetes Service types, networking, discovery, and troubleshooting.
- ▌ Aster Timesfm Pipeline · kmshihab7878Connects Aster DEX market data to TimesFM forecasting. Pulls klines via Aster MCP, feeds price/volume series to TimesFM for zero-shot crypto price forecasting with quantile intervals. Use for trading signal generation and risk assessment.
- ▌ Framer Motion Patterns · kmshihab7878Web UI animation authoring for React/Next.js apps. Framer Motion variants, spring physics, gesture interactions, scroll-triggered reveals, page transitions, layout animations, AnimatePresence exit animations. CSS keyframe patterns. Use when building new animations/transitions into web app components — not for video (use remotion-animation) or performance fixes (use fixing-motion-performance).
- ▌ Marketing Strategy Pmm · kmshihab7878 bundleProduct marketing skill for positioning, GTM strategy, competitive intelligence, and product launches. Use when the user asks about product positioning, go-to-market planning, competitive analysis, target audience definition, ICP definition, market research, launch plans, or sales enablement. Covers April Dunford positioning, ICP definition, competitive battlecards, launch playbooks, and international market entry. Produces deliverables including positioning statements, battlecard documents, launch plans, and go-to-market strategies.
- ▌ Paperclip Create Agent · kmshihab7878 bundleCreate new agents in Paperclip with governance-aware hiring. Use when you need to inspect adapter configuration options, compare existing agent configs, draft a new agent prompt/config, and submit a hire request.
- ▌ Property Based Testing · kmshihab7878Hypothesis property-based testing strategies for Python with custom strategies for financial data, API responses, and stateful testing
- ▌ Understand Memory Sync · kmshihab7878Sync knowledge graph entities to Memory MCP for cross-session codebase awareness
- ▌ UX Researcher Designer · kmshihab7878 bundleUX research and design toolkit for Senior UX Designer/Researcher including data-driven persona generation, journey mapping, usability testing frameworks, and research synthesis. Use for user research, persona creation, journey mapping, and design validation.
- ▌ Rbac Patterns And Best Practices · kmshihab7878Reference for Kubernetes RBAC roles, service accounts, permissions, and access checks.
- ▌ Gitops Sync Policies · kmshihab7878Reference for ArgoCD and Flux sync policies, options, and health checks.
- ▌ Github Actions Patterns · kmshihab7878Production GitHub Actions CI/CD patterns for Python/TS monorepos with security scanning, testing, and deployment gates
- ▌ Infrastructure Scanning · kmshihab7878Security scanning for Docker images, Terraform, K8s manifests, and Python deps using Trivy, Checkov, and Semgrep on AWS infrastructure
- ▌ Local Dev Orchestration · kmshihab7878Local development environment orchestration with Docker Compose, Tilt, and mise for multi-service Python/TS stacks
- ▌ Paperclip Create Plugin · kmshihab7878Create new Paperclip plugins with the current alpha SDK/runtime. Use when scaffolding a plugin package, adding a new example plugin, or updating plugin authoring docs. Covers the supported worker/UI surface, route conventions, scaffold flow, and verification steps.
- ▌ Test Driven Development · kmshihab7878Guidance for using a red-green-refactor cycle before changing production behavior.
- ▌ Weekly Operating Review · kmshihab7878Friday weekly OS health pass. Runs /audit, then /level-up, then refreshes kb/wiki/_hot.md from current state. Single command instead of three. Logs the run. Does not build artifacts.
- ▌ Threat Intelligence Feed · kmshihab7878Automated CVE and threat intelligence aggregation, prioritization, and patch tracking for the Security department. Scans vulnerability databases, threat feeds, and dependency reports. Ranks threats by exploitability × impact, tracks patch SLAs, and feeds the security self-improvement loop. Use when scanning for vulnerabilities, triaging CVEs, tracking patch compliance, or running the security UAOP pipeline.
- ▌ Helm Chart Structure · kmshihab7878 bundleReference for Helm chart organization, metadata, templates, dependencies, and tests.
- ▌ Kubernetes Deployment Specification · kmshihab7878 bundleReference for Kubernetes Deployment fields, patterns, and troubleshooting.
- ▌ Clean Architecture Python · kmshihab7878Hexagonal/Clean Architecture patterns for Python with ports-and-adapters, DDD, repository pattern, and dependency injection
- ▌ Prompt Reliability Engine · kmshihab7878 bundle9-mode prompt reliability framework: diagnose, repair, stress-test, constrain, lock, architect, audit, prune, and self-improve prompts, skills, and workflows. Treats prompting as engineering.
- ▌ Operating Framework Meta Skill · kmshihab7878Process checks for applying the operating framework before actions and task transitions.
- ▌ Verification Before Completion · kmshihab7878Guidance for verifying work with concrete evidence before reporting completion.
- ▌ N8n Code Python · kmshihab7878 bundleWrite Python code in n8n Code nodes. Use when writing Python in n8n, using _input/_json/_node syntax, working with standard library, or need to understand Python limitations in n8n Code nodes.
- ▌ N8n Code Javascript · kmshihab7878 bundleWrite JavaScript code in n8n Code nodes. Use when writing JavaScript in n8n, using $input/$json/$node syntax, making HTTP requests with $helpers, working with dates using DateTime, troubleshooting Code node errors, or choosing between Code node modes.
- ▌ N8n MCP Tools Expert · kmshihab7878 bundleExpert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or using any n8n-mcp tool. Provides tool selection guidance, parameter formats, and common patterns.
- ▌ N8n Validation Expert · kmshihab7878 bundleInterpret validation errors and guide fixing them. Use when encountering validation errors, validation warnings, false positives, operator structure issues, or need help understanding validation results. Also use when asking about validation profiles, error types, or the validation loop process.
- ▌ N8n Workflow Patterns · kmshihab7878 bundleProven workflow architectural patterns from real n8n workflows. Use when building new workflows, designing workflow structure, choosing workflow patterns, planning workflow architecture, or asking about webhook processing, HTTP API integration, database operations, AI agent workflows, or scheduled tasks.
- ▌ N8n Node Configuration · kmshihab7878 bundleOperation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between get_node detail levels, or learning common configuration patterns by node type.