Merge agent/stone-sharp-mzo0 into main

README.md

@@ -66,11 +66,11 @@ Plugins that add AI-powered completion, chat, and refactoring to existing code e
 - [GitHub Copilot](https://github.com/features/copilot) — A VS Code extension with chat, pull request text generation, and unit test generation.
 - [Cline](https://marketplace.visualstudio.com/items?itemName=saoudrizwan.claude-dev) — Autonomous coding agent for VS Code that can create/edit files, execute commands, and use the browser with user permission. Supports multiple AI providers including OpenRouter, Anthropic, OpenAI, Google Gemini, AWS Bedrock, Azure, and GCP Vertex.
 - [Continue](https://continue.dev/) — VS Code extension with chat, refactor, and code generation. Edits multiple files and runs commands on your behalf.
-- [Tabnine](https://www.tabnine.com/) [(Source)](https://github.com/codota/TabNine) — Open source, self-hosted code completion assistant. Extensions for 15 editors including VS Code, IntelliJ, Neovim, Eclipse, and PyCharm.
+- [Tabnine](https://www.tabnine.com/) — Open source, self-hosted code completion assistant. Extensions for 15 editors including VS Code, IntelliJ, Neovim, Eclipse, and PyCharm.
 - [Supermaven](https://supermaven.com/) — VS Code extension for autocomplete with 300,000-token context window.
-- [Amazon Q Developer](https://aws.amazon.com/q/developer/build/?trk=fd6bb27a-13b0-4286-8269-c7b1cfaa29f0&sc_channel=el) — AI coding assistant with extensions for IDEs such as VS Code and IntelliJ IDEA. Amazon Q Developer IDE plugin has a number of Agents that can also scan code to highlight and define security issues (/review), write documentation (/doc), write unit tests (/test), and help you upgrade to later versions of Java (/transform) (formerly known as Amazon CodeWhisperer)
+- [Amazon Q Developer](https://aws.amazon.com/q/developer/build/?trk=fd6bb27a-13b0-4286-8269-c7b1cfaa29f0&sc_channel=el) — AI coding assistant for VS Code and JetBrains with code review, documentation, test generation, and Java upgrades. Formerly Amazon CodeWhisperer.
 - [JetBrains AI](https://www.jetbrains.com/ai/) — AI assistant available in all JetBrains IDEs.
-- [Refact AI](https://refact.ai/) [Source](https://github.com/smallcloudai/refact) — Open source assistant with chat, completion, refactoring, and codebase-specific fine-tuning. Extensions for VS Code and JetBrains.
+- [Refact AI](https://refact.ai/) — Open source assistant with chat, completion, refactoring, and codebase-specific fine-tuning. Extensions for VS Code and JetBrains.
 - [Tabby](https://tabbyml.github.io/tabby/) — Open source, self-hosted code completion assistant. Extensions for VS Code and Vim.
 - [Blackbox AI](https://www.useblackbox.io/) — VS Code extension with autocomplete and chat including links to online coding references.
 - [CodeGeeX](https://codegeex.cn/) — Open source assistant based on the CodeGeeX LLM with chat, completion, and refactoring. Extensions for 9 editors including VS Code, and PyCharm.
@@ -145,7 +145,7 @@ Lightweight command-line tools for AI-assisted commits, shell translation, and w
 - [IWE](https://github.com/iwe-org/iwe) — Markdown knowledge graph with CLI that gives AI agents structured access to your knowledge base — no vector database required.
 - [Hermes IDE](https://www.hermes-ide.com) — AI-powered shell wrapper for zsh, bash, and fish that adds ghost-text completions, autonomous task execution, full git management with worktrees, and multi-project sessions. Free and open source.
 - [resume-cli](https://github.com/inevolin/resume-cli) — CLI that aggregates recent sessions from Claude Code, Codex, and GitHub Copilot in one place. Pick a session and resume it in any of the three tools.
-- [codesight](https://github.com/Houseofmvps/codesight) — CLI token optimizer and AI context generator. Scans codebases to extract routes, schema, components, and dependencies for Claude Code, Cursor, Copilot, Codex, and Windsurf. 9x–13x token reduction, built-in MCP server, zero runtime dependencies. `npx codesight`
+- [codesight](https://github.com/Houseofmvps/codesight) — CLI token optimizer and AI context generator. Scans codebases to extract routes, schema, components, and dependencies for Claude Code, Cursor, Copilot, Codex, and Windsurf. 9x–13x token reduction, built-in MCP server, zero runtime dependencies.
 - [CLIRank](https://clirank.dev) — API directory scoring 387 APIs on agent-friendliness across 11 signals. Available as an MCP server (`clirank-mcp-server`) and REST API.
 - [prpack](https://github.com/Lucas2944/prpack) — Zero-dep CLI that packs a pull request (diff + commits + full post-change file contents) into one markdown file optimized for LLM code review. Drop the file into Claude / Cursor / your model. MIT.
 - [Marmot](https://marmot.sh) — Shell-native CLI that gives agents one command shape for AI, web search, scraping, and data enrichment across many providers. Designed for Claude Code, Codex, OpenCode, and similar harnesses; composes via shell pipes.
@@ -202,7 +202,7 @@ Tools that generate components, mockups, and frontend code from text prompts or
 - [BoringUi](https://www.boringui.xyz/) — Create beautiful UI using your JSON data. The generated UI is in HTML and Tailwind CSS with code which can be copied and UI can be shared with anyone using links.
 - [CSS Picker](https://csspicker.dev/) — Copy UI from Existing Design and Iterate with AI, support Copy CSS from website (by [CSS Picker Extension](https://chromewebstore.google.com/detail/csspicker-copy-css-from-w/laooinkgdapbcbjchpmihliljfnakkdh)), image to code and text to UI.
 - [Telex](https://telex.automatica.ai/) — AI-powered WordPress block and theme generator. Describe your idea and it builds WordPress blocks for you.
-- [Frontman](https://frontman.sh/) — Open-source AI coding agent that lives in your browser. Click any element, describe changes in plain English, get real code edits with hot reload. Supports Next.js, Vite (React, Vue, Svelte), and Astro. [Source](https://github.com/frontman-ai/frontman)
+- [Frontman](https://frontman.sh/) — Open-source AI coding agent that lives in your browser. Click any element, describe changes in plain English, get real code edits with hot reload. Supports Next.js, Vite (React, Vue, Svelte), and Astro.
 
 ### Coding Agents
 
@@ -217,7 +217,7 @@ Autonomous AI agents that work on existing codebases to fix bugs, refactor code,
 
 Tools for understanding, navigating, and getting answers about existing codebases:
 
-- [4DA / @4da/mcp-server](https://www.npmjs.com/package/@4da/mcp-server) — Desktop app + MCP server (36 tools) that gives AI coding assistants awareness of your tech stack, dependencies, and decisions. Scores content from HN, arXiv, Reddit, GitHub against your codebase. Live vulnerability scanning via OSV.dev. Privacy-first — everything stays local. `npx @4da/mcp-server`
+- [4DA / @4da/mcp-server](https://www.npmjs.com/package/@4da/mcp-server) — Desktop app + MCP server (36 tools) that gives AI coding assistants awareness of your tech stack, dependencies, and decisions. Scores content from HN, arXiv, Reddit, GitHub against your codebase. Live vulnerability scanning via OSV.dev. Privacy-first — everything stays local.
 - [Sourcegraph Cody](https://about.sourcegraph.com/cody) — Assistant with chat, refactoring, and unit test generation. Extensions for VS Code and IntelliJ. Also available as a web app.
 - [Unblocked](https://getunblocked.com/) — Augment source code with relevant existing knowledge in GitHub, Slack, Jira, Confluence, and more. Get answers through chat and IDE file-level context. Available on web, macOS, Slack, VS Code, and JetBrains IDEs.
 - [Magnet](https://www.magnet.run/) — AI-native workspace for building software with repositories and issues as context.
@@ -227,7 +227,7 @@ Tools for understanding, navigating, and getting answers about existing codebase
 - [Gru.ai](https://www.gru.ai/) — An AI developer can help you solve technical problems and tackle daily coding tasks, such as building algorithms, debugging issues, testing solutions, answering programming questions, etc.
 - [sudocode](https://sudocode.ai/) — Context management system for AI coding agents that creates organizational structures to track context over long-horizon tasks.
 - [sourcebook](https://github.com/maroondlabs/sourcebook) — CLI and MCP server that generates AGENTS.md/CLAUDE.md from static analysis of codebase structure, git history, and convention detection. Surfaces hub files, co-change coupling, and blast radius. No LLM required.
-- [Grasp](https://github.com/ashfordeOU/grasp) — Code architecture visualiser: paste any GitHub/GitLab URL → interactive dependency graph (9 layouts, 16 colour modes), A–F health score, security scanner (SARIF 2.1 export), blast radius, churn heatmap, ORM query map, and AI chat (15 providers). 116 MCP tools with Kuzu graph DB + SQLite brain. Zero data collection, everything runs locally. `npm install -g grasp-mcp-server`
+- [Grasp](https://github.com/ashfordeOU/grasp) — Code architecture visualizer: paste any GitHub/GitLab URL → interactive dependency graph (9 layouts, 16 colour modes), A–F health score, security scanner (SARIF 2.1 export), blast radius, churn heatmap, ORM query map, and AI chat (15 providers). 116 MCP tools with Kuzu graph DB + SQLite brain. Zero data collection, everything runs locally.
 - [Kasava](https://kasava.dev) - Parses codebases and reads every commit so progress reports cite real changes and feature plans are made with real architecture context.
 
 ### Database & SQL
@@ -322,7 +322,7 @@ Integrations that automatically review pull requests and suggest code fixes:
 - [crit](https://crit.md) - Human-in-the-loop review for AI coding agents. Annotate plans, code, or any file with inline comments in a local browser UI; exports structured JSON your agent reads back. Share reviews via URL.
 - [CodeHawk](https://codehawk.crossgen-ai.com) — GitHub App that installs in seconds and reviews pull requests automatically, posting inline comments on bugs, security vulnerabilities, and logic errors.
 - [Grit](https://app.grit.io) — GitHub-integrated agent for automating maintenance tasks and other development work.
-- [PR Triage](https://pr-triage-web.vercel.app) — Open source PR evaluation tool that scores pull requests on six quality dimensions with diff evidence. BYOK, MIT licensed. [Source](https://github.com/Elifterminal/pr-triage-web)
+- [PR Triage](https://pr-triage-web.vercel.app) — Open source PR evaluation tool that scores pull requests on six quality dimensions with diff evidence. BYOK, MIT licensed.
 - [prpack-action](https://github.com/Lucas2944/prpack-action) — GitHub Action that runs prpack on every PR, uploads the packed markdown as an artifact, and posts a summary comment. MIT.
 
 ### CI/CD & Testing Automation
@@ -395,7 +395,7 @@ Tools that manage and sync AI agent configurations, rules, and context across ed
 - [cursor-doctor](https://github.com/nedcodes-ok/cursor-doctor) — Health scanner and diagnostic tool for Cursor AI IDE configuration (.cursor/rules/ files). Scans for broken YAML frontmatter, rule conflicts, redundancies, missing alwaysApply, token budget issues, and stack coverage gaps. Available as CLI (`npx cursor-doctor scan`) and VS Code extension.
 - [ctxlint](https://github.com/YawLabs/ctxlint) — Open-source linter for AI context files (CLAUDE.md, .cursorrules, copilot-instructions.md) that catches stale paths, wrong commands, and token waste by validating against the real codebase.
 - [Entroly](https://github.com/juyterman1000/entroly) - Open-source context optimization engine that cuts AI token costs by 70-95%. Uses submodular knapsack selection and PRISM reinforcement learning to provide the exact context needed to 65+ supported AI coding agents. Features a built-in MCP server, semantic caching, and SimHash deduplication. Apache-2.0.
-- [lean-ctx](https://github.com/yvgude/lean-ctx) — Open-source context runtime for AI coding agents. MCP server (optional shell hook) that compresses file reads, shell output, and codebase search to reduce token usage, often 60–99% on supported workflows. 46 tools, session caching, AST-aware compression for 18 languages, 90+ shell patterns. [Website](https://leanctx.com). Apache-2.0.
+- [lean-ctx](https://leanctx.com) — Open-source context runtime for AI coding agents. MCP server (optional shell hook) that compresses file reads, shell output, and codebase search to reduce token usage, often 60–99% on supported workflows. 46 tools, session caching, AST-aware compression for 18 languages, 90+ shell patterns. Apache-2.0.
 - [Caliber](https://github.com/rely-ai-org/caliber) — Open-source CLI that scans your codebase and generates AI agent configs (CLAUDE.md, .cursorrules, skills, MCPs) for Claude Code, Cursor, and Codex. Scores your setup 0-100 and recommends MCP servers.
 - [claude-snapshot](https://github.com/adhenawer/claude-snapshot) — Export your entire Claude Code setup (settings, plugins, hooks, CLAUDE.md, MCP configs) as a portable `.tar.gz`. Diff before applying, restore on another machine in under 2 minutes. No network, no daemon, `.bak` safety on every overwrite. Node.js 18+, macOS + Linux. Install: `/plugin marketplace add adhenawer/claude-snapshot`
 - [claude-overlay](https://github.com/mzmmoazam/claude-overlay) — CLI for managing Claude Code project configs across custom providers (Databricks, Bedrock, OpenRouter, LiteLLM, Cloudflare). Handles overlay merge/remove, web search MCP setup, and multi-provider switching.
@@ -404,7 +404,7 @@ Tools that manage and sync AI agent configurations, rules, and context across ed
 - [LynxPrompt](https://github.com/GeiserX/LynxPrompt) — Self-hostable platform for managing AI IDE configuration files. Generates, syncs, and shares configs (.cursorrules, CLAUDE.md, copilot-instructions.md, etc.) across 30+ AI coding assistants via web UI, REST API, CLI, and federated blueprint marketplace.
 - [Conduit8](https://github.com/conduit8/conduit8) — CLI registry for discovering, installing, and managing Claude Code skills. Search 20+ curated skills by keyword or category, install directly to ~/.claude/skills/ with one command.
 - [TokRepo](https://github.com/henu-wang/tokrepo) — Cross-agent registry and CLI for discovering and installing 220+ AI assets including skills, prompts, MCP configs, and workflows.
-- [Domscribe](https://www.domscribe.com/) — Pixel-to-code bridge that captures runtime context (props, state, source location) from running web apps and exposes it to AI coding agents via MCP. [Source](https://github.com/patchorbit/domscribe)
+- [Domscribe](https://www.domscribe.com/) — Pixel-to-code bridge that captures runtime context (props, state, source location) from running web apps and exposes it to AI coding agents via MCP.
 - [faf-cli](https://github.com/Wolfe-Jam/faf-cli) — Foundational AI-context format. Generates persistent project DNA (.faf files) that give any AI instant, structured context. IANA-registered (application/vnd.faf+yaml). Works with Claude, Gemini, Grok, Cursor, and Windsurf.
 - [promptext](https://github.com/1broseidon/promptext) — Smart code context extractor for AI assistants with accurate token counting, relevance prioritization, and budget management. Prepares optimized code context within LLM token limits.
 - [ContextMCP](https://contextmcp.ai) — Self-hosted semantic search across documentation from various sources for AI agents.
@@ -419,7 +419,7 @@ Tools that manage and sync AI agent configurations, rules, and context across ed
 - [Spartan AI Toolkit](https://github.com/spartan-stratos/spartan-ai-toolkit) — Engineering discipline layer for AI coding agents. 67 slash commands with quality gates enforce TDD, code review, and atomic commits. Configurable rules for any stack. Works with Claude Code, Codex, Cursor, Windsurf, Copilot.
 - [Nex](https://github.com/nex-crm/nex-as-a-skill) — Organizational context and memory for AI agents. Connects email, Slack, CRM, and 100+ tools into one knowledge graph with a 60-tool MCP server and persistent memory across agent sessions.
 - [Agentify](https://github.com/koriyoshi2041/agentify) — CLI tool that transforms any OpenAPI spec into 9 agent interface formats (MCP server, AGENTS.md, CLAUDE.md, .cursorrules, Skills, llms.txt, GEMINI.md, A2A Card, CLI) with a single command. Tiered generation strategies for small to large APIs.
-- [ContextKit](https://nova-labs.dev/contextkit/generate) — Free web-based generator for AI coding config files. Creates CLAUDE.md, .cursorrules, codex.md, and GEMINI.md from a single form with framework-specific rules. Client-side, no data sent to servers. [Source](https://github.com/novalabs-dev/contextkit)
+- [ContextKit](https://nova-labs.dev/contextkit/generate) — Free web-based generator for AI coding config files. Creates CLAUDE.md, .cursorrules, codex.md, and GEMINI.md from a single form with framework-specific rules. Client-side, no data sent to servers.
 - [skill-optimizer](https://github.com/fastxyz/skill-optimizer) — CLI that benchmarks SDK, CLI, and MCP guidance docs (SKILL.md) against multiple LLMs and runs an iterative optimizer to rewrite them until every configured model meets a score floor.
 - [KubeStellar Console kc-agent](https://github.com/kubestellar/console) — MCP server that bridges AI coding agents (Claude Code, Copilot, Codex) to multi-cluster Kubernetes APIs. Enables natural language queries across clusters, workload placement, policy enforcement, and real-time observability. CNCF Sandbox project.
 - [SwarmVault](https://github.com/swarmclawai/swarmvault) - Local-first RAG knowledge vault and MCP server. Compiles raw sources (books, notes, transcripts, exports, datasets, slide decks, files, URLs, code) into a durable markdown wiki with a knowledge graph and a hybrid SQLite FTS plus embeddings index. The bundled MCP server (`npx -y @swarmvaultai/cli mcp`) gives Claude Code, Codex, OpenCode, and any MCP client page search, page reads, source listing, query, ingest, compile, and lint tools. MIT.
@@ -440,7 +440,7 @@ Tools for monitoring token usage and API costs across AI providers:
 - [cc-tempo](https://github.com/O0000-code/cc-tempo) — Claude Code statusline that parses transcript JSONL for active work time (excludes idle and interactive-tool waits), SubAgent speedup ratio, /clear-resilient PID timer, code-churn sparkline with trend arrow, and multi-instance detection. Bash + TypeScript CLI, MIT.
 - [ai-coding-tools-pricing](https://github.com/lunacompsia-oss/ai-coding-tools-pricing) — Open JSON dataset of pricing for 8 AI coding tools (Copilot, Cursor, Claude Code, Windsurf, etc.). 30+ tiers, TypeScript types, JSON Schema. CC-BY-4.0. Updated monthly.
 - [CodeCosts](https://codecosts.pages.dev) — Interactive cost calculator and comparison tool for AI coding tools. Uses the ai-coding-tools-pricing dataset to help developers pick the right plan.
-- [CostPilot](https://nova-labs.dev/cost-dashboard/analyze) — Free web-based Claude Code cost analyzer. Parses JSONL usage logs to show per-session token breakdown, cost tracking, and waste detection. Client-side processing, no data uploaded. [Source](https://github.com/novalabs-dev/costpilot)
+- [CostPilot](https://nova-labs.dev/cost-dashboard/analyze) — Free web-based Claude Code cost analyzer. Parses JSONL usage logs to show per-session token breakdown, cost tracking, and waste detection. Client-side processing, no data uploaded.
 - [WhereMyTokens](https://github.com/jeongwookie/WhereMyTokens) — Windows system tray app for monitoring Claude Code token usage in real time. Displays per-session token counts, costs, context window usage, and tool call breakdowns; fetches 5h/1w rate-limit data from the Anthropic API with optional statusLine bridge integration for live data without polling.
 - [aicost](https://github.com/dwylq/aicost) — Universal AI coding cost analyzer CLI. Scans Claude Code, Cursor, and GitHub Copilot usage with cache-aware pricing, HTML dashboard, and cost alerting. No API key required.
 - [CostGoat](https://costgoat.com) — Privacy-first menubar app for tracking AI agent quotas (Claude Code, Codex, Kimi, Z.ai) and LLM API costs (OpenAI, OpenRouter, Anthropic, ElevenLabs) in real-time. Also covers cloud spend and SaaS subscriptions.
@@ -464,7 +464,7 @@ Tools that generate commit messages and PR descriptions from diffs:
 Tools that auto-generate documentation, diagrams, and changelogs from source code:
 
 - [DiagramGPT](https://www.eraser.io/diagramgpt) — Free AI web app that generates flowcharts, ER diagrams, cloud architecture, and sequence diagrams from text or code.
-- [DocuPilot](https://docupilot-alpha.vercel.app) — GitHub App that auto-updates README, CHANGELOG, and API docs on every push using AI. [[GitHub](https://github.com/AkrMcmr/docupilot)]
+- [DocuPilot](https://docupilot-alpha.vercel.app) — GitHub App that auto-updates README, CHANGELOG, and API docs on every push using AI.
 - [DocuWriter.ai](https://www.docuwriter.ai/) — AI-powered web app to generate automated Code & API documentation from your source code files.
 - [README-AI](https://github.com/eli64s/readme-ai) — Automated README.md file generator, powered by large language model APIs.
 - [CodexAtlas](https://codedocumentation.app/) — Automated code and API documentation using latest AI models.
@@ -476,7 +476,7 @@ Tools that auto-generate documentation, diagrams, and changelogs from source cod
 Semantic search tools that find code using natural language queries and embeddings:
 
 - [SeaGOAT](https://kantord.github.io/SeaGOAT/latest/) — A local search tool leveraging vector embeddings to search your codebase semantically.
-- [ContextWire](https://contextwire.dev) — Free search API for AI agents with 105 engines, 22 search profiles, and 94.3% SimpleQA accuracy. MCP server included. [Source](https://github.com/keptlive/contextwire-mcp)
+- [ContextWire](https://contextwire.dev) — Free search API for AI agents with 105 engines, 22 search profiles, and 94.3% SimpleQA accuracy. MCP server included.
 
 ---
 
@@ -484,13 +484,12 @@ Semantic search tools that find code using natural language queries and embeddin
 
 Curated lists, comparison guides, and configuration templates for AI coding tools:
 
-- [Skills Hub](https://skillshub.io) — Community-rated marketplace for GitHub Copilot, Cursor, and Claude AI coding instructions. Browse and share quality-scored `copilot-instructions.md`, `.cursorrules`, and `CLAUDE.md` configurations organized by tech stack.
 - [aiforcode.io](https://aiforcode.io) — Expert-curated directory of 42+ AI coding tools with transparent 100-point scoring, head-to-head comparisons, and an interactive tool recommendation quiz. Verified monthly.
 - [Awesome Code Docs](https://github.com/johnxie/awesome-code-docs) — Curated deep-dive tutorials for open-source AI and developer tooling projects.
 - [Cursor Rules Collection](https://github.com/survivorforge/cursor-rules) — 35+ production-quality .cursorrules files for 16 frameworks including React, Next.js, Python, Go, Rust, SvelteKit, and Django. Configure AI coding assistants with code style, architecture, and testing conventions. MIT licensed.
 - [AI Coding Compare](https://aicodingcompare.com) — Compare 50+ AI coding assistants with features, pricing, and performance benchmarks.
 - [ClaudeDown](https://claudedown.com) - Real-time Claude AI complaint tracker and outage detector using Twitter/X sentiment data.
-- [Havoptic](https://havoptic.com/) — Free, open-source timeline tracking releases from AI coding tools. Auto-updated daily. [Source](https://github.com/scotthavird/havoptic.com)
+- [Havoptic](https://havoptic.com/) — Free, open-source timeline tracking releases from AI coding tools. Auto-updated daily.
 - [AI Dev Toolkit](https://github.com/dohko04/awesome-ai-prompts-for-devs) — 198 production-ready AI engineering resources: prompt frameworks, multi-agent configs, MCP setups, RAG pipelines, and automation scripts for Claude Code, Cursor, GPT-5, Copilot, and more. Free samples included.
 - [AI Coding Guide (中文)](https://github.com/jnMetaCode/ai-coding-guide) — Chinese best practices for 8 AI coding tools (Claude Code, Cursor, Copilot, Windsurf, Gemini CLI, Kiro, Aider, Trae) with copy-paste config templates and multi-tool collaboration workflows.
 - [Claude Code Skills 中文精选集](https://claude-skills.bt199.com/) — Chinese curated directory of Claude Code Skills, agents, plugins, and workflow resources for developers using Claude Code.