read-github wraps gitmcp.io to fetch and search github repository documentation and code via cli commands, with tool naming tied to repo identifiers.

qdrant-vector-search is a rust-based vector database for production rag systems offering hybrid search, multiple distance metrics, quantization, and distributed scaling via sharding and replication.

auto-paper-demo ingests arxiv or alphaxiv paper identifiers and synthesizes a narrative demo in marimo notebook format. process delegates story extraction and notebook generation to unspecified subsystems without user iteration.

persona-project-manager wraps five google workspace tools (drive, sheets, calendar, gmail, chat) into a project coordination layer with three templated workflows. executes basic task logging, meeting scheduling, and file announcements but lacks adaptive logic or failure handling.

multi-order-evolution guides systematic societal development across generations by layering environmental pressures and institutional drift, producing divergent cultures with compound adaptations that resist simple extrapolation.

ohmg coordinates multi-agent workflows across pm, frontend, backend, mobile, qa, and debug roles using serena memory for state sharing. provides cli commands for agent spawning, dashboard monitoring, and vendor integration (gemini, claude, codex).

web-frameworks covers next.js, turborepo, and remixicon for full-stack development. provides setup guides and monorepo patterns but lacks decision logic, failure modes, and actionable trigger conditions.

seo-audit provides a framework for systematic SEO diagnosis with clear output templates and tool references, but lacks concrete procedural steps and fails to account for common failure modes like access restrictions or incomplete data.

image-to-video provides a quick-start guide for converting still images to video using the belt CLI, but omits model comparison, motion prompting strategies, and decision logic mentioned in the description.

best-practices aggregates lighthouse audit standards for web security, compatibility, and code quality. covers https enforcement and related patterns but lacks actionable procedure depth.

ssrf-server-side-request-forgery outlines attack surface for url-fetching applications, covering metadata endpoints and protocol exploitation, but lacks actionable step-by-step procedure and concrete decision logic.

character-naming diagnoses llm name clustering and applies external entropy to generate diverse character names. addresses the statistical median problem where models repeat chen, patel, marcus across generations.

competitive-ads-extractor documents a workflow for scraping competitor ads from ad libraries and surfacing messaging patterns, but lacks actionable procedures, api details, or failure handling. the example output is illustrative rather than prescriptive.

planning-oracle-to-postgres-migration-integration-testing identifies data access artifacts in target projects and sketches testing priorities for oracle-to-postgres conversions, though lacks concrete classification criteria and outcome definitions.

nano-banana provides broad trigger coverage for image generation requests via gemini cli nanobanana extension, but lacks concrete procedural steps, failure handling, and implementation detail.

gpt-image-2 covers text-to-image generation and editing across three runtime modes (garden local, host-native delegation, advisor-only), with mode detection as prerequisite and 18 categorized prompt templates in references/.

agent-browser provides playwright-based web automation for ai agents with element reference (@e ref) interaction, but lacks structured intent definition, decision logic, and failure handling documentation.

ghost-proxy wraps reaper, a mitm proxy for intercepting http/https traffic during security testing. captures and inspects request/response pairs but lacks actionable procedures and failure handling.

anti-debugging-techniques documents detection methods across ptrace, peb flags, and timing checks with routing to related skills, but lacks actionable step-by-step procedures and concrete bypass walkthroughs.

indesign bridges shell agents to adobe indesign via flue, a local extendscript transpiler that returns structured json. supports document inspection and bounded edits without server infrastructure.

postgres-best-practices aggregates supabase optimization rules across 8 categories (query, connection, security, schema, concurrency, data access, monitoring, advanced features) with prioritized impact guidance. actual rule content delegated to external files.

podcast-automation describes production workflows and configuration templates for recording, editing, and distributing episodes across platforms, but lacks actionable procedures and executable triggers.

git-pr-workflows-git-workflow coordinates multiple specialized agents for code review, testing, and deployment verification before pr creation, implementing conventional commits and automated quality gates.

app-store-deployment covers publishing mobile apps to official app stores with code signing, versioning, and submission procedures, though lacks concrete procedural depth and specific failure handling.

gcp-cloud-functions documents serverless function deployment on gcp via gcloud cli and terraform, with setup guidance and best practices checklists but lacks detailed execution steps and error handling specifics.

apple-hig-designer generates swiftui and uikit components validated against apple's hig standards, covering navigation, forms, typography, spacing, and accessibility compliance including voiceover and dynamic type.

dbs-hook diagnoses short-form video opening problems using a content-quality-first framework, then generates 10-15 hook variations across three methods. execution relies heavily on user compliance with quality gates, with limited procedural clarity on actual generation steps.

kysely covers typescript sql query building with type safety and autocompletion, but the skill document lacks actionable workflows, triggering context, and failure-mode guidance needed for practical implementation.

unsplash retrieves photos via keyword search or randomized selection with basic tracking support. covers three core workflows: search, random fetch, and download tracking. lacks error handling and attribution implementation detail.

pdf-compress provides reference guidance on compression trade-offs, presets, and techniques but does not execute actual compression. it maps use cases to quality settings and documents expected savings without implementing the underlying tool integration.

firebase-basics covers prerequisites and principles for firebase cli usage across agent environments, with setup guidance for authentication, project configuration, and sdk initialization.

hallmark guides ai code generation toward non-templated ui design by enforcing structural variety across layouts. aims to prevent generic visual patterns and shipped repetitive designs.

academic-pipeline orchestrates multi-stage research workflows including writing, integrity checks, and revision cycles, but lacks concrete routing logic, step-level procedures, and trigger clarity needed for independent operation.

ziniao-store bridges local zclaw browser instances to manage shop window state, distinguishing between window control (list/open/close) and backend operations (create/delete/auth). requires prerequisites and authentication setup.

adhd spawns n parallel ideation branches under distinct cognitive frames to escape shallow solution spaces. requires explicit user invocation and cost gating before execution.

ziniao-skill-maker documents the cli surface for wrapping ziniao operations into reusable skills, but stops short of a complete skill authoring procedure. covers command taxonomy and priority rules without concrete examples or workflow.

implement-plan provides a two-mode execution framework for applying technical plans from disk, with orchestration support for multi-phase work. the skill emphasizes premortem risk checking and handoff-based resumability but lacks concrete trigger phrases and assumes significant user familiarity with the planning system.

aws-serverless provides domain knowledge for lambda, api gateway, step functions, and eventbridge on aws. skeletons of specialized sub-skills exist but no actual procedures are present.

chatroom-austrian orchestrates three-way debates between hayek, mises, and claude on austrian economics topics. the skill routes user questions to parallel agents, collects responses, and synthesizes judgments with blind spot coverage and actionable takeaways.

public-relations provides philosophy and heuristics for earned media strategy, emphasizing journalist outreach and pitch framing, but lacks concrete procedural steps, decision trees, or outcome measurement.

react-router-declarative-mode documents the basic jsx-based routing approach using browserrouter, routes, and route components, covering navigation primitives like link and usenavgate. no actionable procedures or decision logic provided.

kling-3-0 wraps six runcomfy video generation endpoints (text-to-video and image-to-video across standard, pro, and 4k tiers) for cinematic multi-shot video synthesis with synchronized audio and character consistency.

langchain-fundamentals covers agent creation via create_agent with tool binding, state checkpointing, and middleware integration for human oversight and error recovery patterns.

setup-zoom-websockets provides background comparison between zoom websocket and webhook connection models, but lacks actionable setup procedures, concrete trigger conditions, or failure recovery patterns needed for production deployment.

implement-task describes a generic agent scaffold for executing single tasks within a larger plan. it emphasizes test-driven development and handoff documentation but lacks concrete trigger phrases and specific failure mode guidance.

noob-mode translates copilot cli outputs into plain english for non-technical users. provides risk indicators, jargon definitions, and decision support to clarify what actions do and why.

general-best-practices aggregates software development guidance across code quality, testing, security, and observability. it reads as a principles checklist rather than a skill with actionable procedures or clear decision logic.