AI & Automation
Tooling Catalog

State-based cyclic graph engine for workflows. Supports multi-agent loops, in-memory and database checkpointing, and human-in-the-loop approvals and interventions.

Downloader for YouTube and more than 1,000 platforms, with support for 4K/8K video, high-quality audio, VTT/SRT subtitles, and JSON metadata extraction.

General-purpose speech recognition model trained with weak supervision. Supports automatic detection of 99 languages, word and sentence timestamps for SRT/VTT subtitles, and translation into English.

Creates videos programmatically with React components. Uses CSS, Canvas, and SVG for frame-level control and supports serverless parallel rendering.

Microsoft's conversational multi-agent framework, with autonomous agent conversations, code generation, sandboxed execution, and multi-party group chats through GroupChatManager.

Organizes specialized agent crews by role, goal, and backstory. Supports sequential and hierarchical task delegation.

Simulates an AI software development team with product manager, architect, engineer, and QA roles. Uses standard operating procedures to generate requirements and source code.

Visual no-code and low-code workflow automation platform with more than 400 nodes. Supports webhooks, scheduling, AI chains, and vector database integrations.

Cross-platform, locally self-hosted AI assistant for shell commands, file operations, background processes, device control, and messaging integrations.

Collection of more than 100 practical AI expert personas, detailed role-specific system prompts, and standard operating procedure runbooks.

Implements RFC 6238 time-based one-time passwords and the HOTP standard. Generates six-digit authentication codes on a 30-second cycle.

Cross-browser automation for Chromium, Firefox, and WebKit. Supports remote Chrome DevTools Protocol connections, network interception, and screenshot capture.

Web browser automation framework based on the W3C WebDriver standard, supporting multiple browsers and platforms.

Multimedia engine for audio and video decoding, encoding, transcoding, multiplexing, filtering, subtitle composition, and streaming.

User-friendly Python HTTP library with keep-alive connection pooling, session cookies, SSL verification, and proxy configuration.

Synchronous and asynchronous HTTP client supporting HTTP/1.1, HTTP/2, and native async/await workflows.

Python interface for Google Sheets API v4, with worksheet creation, reading, updates, deletion, cell formatting, and bulk batch updates.

Uses Python type hints for data validation, serialization, deserialization, and automatic JSON schema generation.

Uses a Decision Ladder to prevent unnecessary abstraction and overimplementation. The source record reports roughly 54% less code while retaining all safety guards; those figures are not independently certified here.

Compresses tool output, large logs, and RAG chunks. The source record reports 20%-95% input-token savings and CCR restoration from a local original-content cache; savings are not independently certified here.

Preserves memory across sessions and supports AI semantic compression and retrieval, with progressive disclosure of context.

LSP-based symbol navigation, type hierarchy analysis, reference tracking, and refactoring support for more than 40 programming languages.

Organizes requirements and alternatives to finalize a design before implementation.

Summarizes the change scope and validation results when requesting a code review.

Compares reproduction evidence with hypotheses to identify the cause of an error.

Starts with a failing test, then implements the required behavior.

Checks actual commands and results before reporting completion.

Breaks work into executable steps and validation criteria.

Reduces unnecessary changes and focuses implementation on the stated goal.

Designs interface structure, color, typography, and usability.

Chooses simple implementations when writing and organizing code.

Examines project structure and code complexity.

Reviews changed code for unnecessary complexity and errors.

Reduces working context through brief, clear communication.

Writes concise Git commit messages describing the purpose of a change.

Compresses task context into the information needed for the next execution.

Extracts actionable findings from a code review.

Investigates existing code and error evidence before making changes.

Completes the necessary functionality with a small implementation first.

Reorganizes code structure while preserving behavior.

Limits changes to the narrow area containing the problem.

Stops unnecessary changes once the requested validation passes.

Reviews correctness, maintainability, and code quality.

Reduces duplication and complex control flow.

Analyzes failure causes and applies recovery procedures.

Implements small changes and checks each step.

Improves performance bottlenecks based on measurements.

Divides goals into independent implementation tasks.

Examines authentication, secret handling, and input trust boundaries.

Implements behavior against specifications and acceptance criteria.

Improves web page composition and visual quality.

Improves consistency in layout and typography.

Works with structured note views in Obsidian Bases.

Guides note operations through the Obsidian command line.

Rewrites mechanical sentence patterns into more natural language.

The source records OfficeCLI 1.0.123 for Office document processing, with an official SHA-256 check and automatic updates blocked. This is a past configuration record, not a current certification.

Applies the workflows documented in the Hallmark repository.

Organizes book content into reusable AI task instructions.

Analyzes codebase structure and creates architecture documentation.

Examines the content and execution risks of AI skills.

Designs video shot composition and camera direction.

Provides information-gathering procedures for tasks that require search.

Supports presentation structure and slide creation.

Turns design requests into concrete visual design tasks.

Reduces exaggerated AI writing patterns while preserving the original voice.

Structures recurring workflows and improves their results.

Examines project security vulnerabilities and trust boundaries.

Inspects risky shell command expressions and execution paths.

Organizes agent instructions and project collaboration rules.

Designs agent context and memory structures.

The source records agent-browser 0.38.1 with an official SHA-256 check and environment-specific browser and account rules. This is a past configuration record, not a current certification.

Finds skills suited to the requested task.

Implements MCP servers that connect external tools.

The recorded guarded workflow extracts local code ASTs without external transfer. Document and image LLM analysis and remote pushes were disabled in that workflow; current behavior is not certified here.

Improves detailed web interface interactions and motion.

Examines interface quality and improves design.

Observes recurring task execution and organizes reusable instructions.

Guides installation and use of local LTX video generation tools.

Turns short requests into prompts with clear goals and conditions.

Guides document conversion into Markdown.

Pinned original source of reborn-labs-kr/reborn-skills. Individual skills and executable packages are linked in separate records.

Pinned original source of reborn-labs-kr/reborn-skills-all. Individual skills and executable packages are linked in separate records.

Pinned original source of vercel-labs/agent-browser. Individual skills and executable packages are linked in separate records.

Pinned original source of vercel-labs/skills. Individual skills and executable packages are linked in separate records.

Pinned original source of open-gsd/gsd-core. Individual skills and executable packages are linked in separate records.

Pinned original source of Leonxlnx/taste-skill. Individual skills and executable packages are linked in separate records.

Pinned original source of anthropics/skills. Individual skills and executable packages are linked in separate records.

Pinned original source of Graphify-Labs/graphify. Individual skills and executable packages are linked in separate records.

Pinned original source of emilkowalski/skills. Individual skills and executable packages are linked in separate records.

Pinned original source of pbakaus/impeccable. Individual skills and executable packages are linked in separate records.

Pinned original source of diegosouzapw/OmniRoute. Individual skills and executable packages are linked in separate records.

Pinned original source of anthropics/claude-plugins-official. Individual skills and executable packages are linked in separate records.

Pinned original source of rebelytics/one-skill-to-rule-them-all. Individual skills and executable packages are linked in separate records.

Pinned original source of Lightricks/LTX-2. Individual skills and executable packages are linked in separate records.

Local Agent Reach tool. Version-specific installation and runtime status are retained in internal detailed records.

Local Ruflo tool. Version-specific installation and runtime status are retained in internal detailed records.

Local OpenCut tool. Version-specific installation and runtime status are retained in internal detailed records.

Local OpenCut Classic tool. Version-specific installation and runtime status are retained in internal detailed records.

Installs the three free design skills introduced in the video directly from their original authors' repositories, limited to those three skills.

Collects public contact information by industry and region into a table through a Claude Code command. The source describes robots.txt compliance and source attribution, with no sending feature.

Claude Code skill for running the LTX-2.5 video model locally. Checks GPU, VRAM, and disk suitability before repository cloning, dependency setup, a 71 GB model download, and pipeline selection.

Uses images from a folder to configure Meta campaigns, ad sets, targeting, daily budgets, and ads through a command. The source states that all created ads start disabled.

Installs five Claude Code tools together and checks their connections: OmniRoute, Headroom, claude-mem, Claude Code Setup, and Task Observer.

Turns a sentence into a prompt covering task, deliverable, change scope, and completion conditions. Includes 35 credit-waste checks and decision memory for Claude, ChatGPT, or Cursor.

Installs a purchased skill pack by running each creator's official installation commands rather than redistributing skill files. Requires the order number received after purchase.

Installs and checks six Claude Code skills: agent-browser, find-skills, GSD, taste, mcp-builder, and graphify. GSD includes roughly 70 gsd-* skills and can be omitted with --skip gsd.

Converts PDF, Word, and Excel documents into Markdown for Claude while retaining headings and tables. The source describes local conversion without API keys and explains that Markdown omits PDF page images and their associated image-token charges.

Collection of 40 code-driven video effects for making Reels and Shorts with Claude. The source describes the effects as having no per-run fee; other operating costs are not certified here.

Runs the purchased Jarvis tool through a global command and checks original-source integrity.

lead-finder automation module for ads. Review its README for dependencies and account requirements before use.

meta-autosetup automation module for ads. Review its README for dependencies and account requirements before use.

booking automation module for back-office operations. Review its README for dependencies and account requirements before use.

invoice automation module for back-office operations. Review its README for dependencies and account requirements before use.

cold-outreach automation module for communications and sales. Review its README for dependencies and account requirements before use.

email-template automation module for communications and sales. Review its README for dependencies and account requirements before use.

gmail-secretary automation module for communications and sales. Review its README for dependencies and account requirements before use.

kakao-bridge automation module for communications and sales. Review its README for dependencies and account requirements before use.

kakao-briefing automation module for communications and sales. Review its README for dependencies and account requirements before use.

lead-callist automation module for communications and sales. Review its README for dependencies and account requirements before use.

social-broadcast automation module for communications and sales. Review its README for dependencies and account requirements before use.

affiliate-short automation module for content. Review its README for dependencies and account requirements before use.

ai-insta automation module for content. Review its README for dependencies and account requirements before use.

audience-research automation module for content. Review its README for dependencies and account requirements before use.

blog-growth automation module for content. Review its README for dependencies and account requirements before use.

blog-visuals automation module for content. Review its README for dependencies and account requirements before use.

blogspot-publish automation module for content. Review its README for dependencies and account requirements before use.

bundle-console automation module for content. Review its README for dependencies and account requirements before use.

captions automation module for content. Review its README for dependencies and account requirements before use.

card-images automation module for content. Review its README for dependencies and account requirements before use.

cardnews automation module for content. Review its README for dependencies and account requirements before use.

carousel-motion automation module for content. Review its README for dependencies and account requirements before use.

coupang-picks automation module for content. Review its README for dependencies and account requirements before use.

doc-utils automation module for content. Review its README for dependencies and account requirements before use.

ig-engage automation module for content. Review its README for dependencies and account requirements before use.

image-cutout automation module for content. Review its README for dependencies and account requirements before use.

image-gen automation module for content. Review its README for dependencies and account requirements before use.

image-upscale automation module for content. Review its README for dependencies and account requirements before use.

insta-profile automation module for content. Review its README for dependencies and account requirements before use.

music-album automation module for content. Review its README for dependencies and account requirements before use.

naver-blog-lite automation module for content. Review its README for dependencies and account requirements before use.

naver-buddy automation module for content. Review its README for dependencies and account requirements before use.

naver-publish automation module for content. Review its README for dependencies and account requirements before use.

partner-autopost automation module for content. Review its README for dependencies and account requirements before use.

partner-promo automation module for content. Review its README for dependencies and account requirements before use.

proof-ad automation module for content. Review its README for dependencies and account requirements before use.

reborn-publish automation module for content. Review its README for dependencies and account requirements before use.

reel-analyze automation module for content. Review its README for dependencies and account requirements before use.

reel-motion automation module for content. Review its README for dependencies and account requirements before use.

seo-rank automation module for content. Review its README for dependencies and account requirements before use.

short-video automation module for content. Review its README for dependencies and account requirements before use.

threads-jarvis automation module for content. Review its README for dependencies and account requirements before use.

threads-outreach automation module for content. Review its README for dependencies and account requirements before use.

threads-publisher automation module for content. Review its README for dependencies and account requirements before use.

translate-local automation module for content. Review its README for dependencies and account requirements before use.

video-edit automation module for content. Review its README for dependencies and account requirements before use.

video-fx automation module for content. Review its README for dependencies and account requirements before use.

voice-clone automation module for content. Review its README for dependencies and account requirements before use.

web-scraper automation module for content. Review its README for dependencies and account requirements before use.

xiaohongshu-outlier automation module for content. Review its README for dependencies and account requirements before use.

youtube-outlier automation module for content. Review its README for dependencies and account requirements before use.

yt-channel automation module for content. Review its README for dependencies and account requirements before use.

yt-reference automation module for content. Review its README for dependencies and account requirements before use.

doc-parse automation module for documents. Review its README for dependencies and account requirements before use.

knowledge-chat automation module for documents. Review its README for dependencies and account requirements before use.

ocr-local automation module for documents. Review its README for dependencies and account requirements before use.

pdf-forms automation module for documents. Review its README for dependencies and account requirements before use.

portal-template automation module for documents. Review its README for dependencies and account requirements before use.

receipt-extract automation module for documents. Review its README for dependencies and account requirements before use.

sales-deck automation module for documents. Review its README for dependencies and account requirements before use.

analytics automation module for operations. Review its README for dependencies and account requirements before use.

control-room automation module for operations. Review its README for dependencies and account requirements before use.

llm-gateway automation module for operations. Review its README for dependencies and account requirements before use.

publish-gate automation module for operations. Review its README for dependencies and account requirements before use.

schedule-guard automation module for operations. Review its README for dependencies and account requirements before use.

web-monitor automation module for operations. Review its README for dependencies and account requirements before use.

LTX model for generating video and audio from text and images. Code installation and model-weight installation are tracked separately.

Reference materials and suggested order of use for Claude Code prompts.

Reference materials and suggested order of use for the AI Automation Playbook.