# Tools

> Every listed resource, editors’ picks first. The filters below can be combined.

- Search: append `?q=<keywords>` to the URL. Separate several keywords with spaces; all of them must match. Matches name, repository, tags, professions, description and README.
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- Filter by profession: append `?profession=<profession id>` to the URL. Separate several ids with commas; a resource matches when it suits any of them. Ids are listed at https://hebbmind.com/api/v1/professions
- Filter by tag: append `?tag=<tag>` to the URL. Separate several tags with commas; a resource must carry all of them. Tags are listed at https://hebbmind.com/api/v1/tags

Resources for Full-stack / Indie or Frontend or ML / AI or Data analysis or Security: 1006 items.

> - Full-stack / Indie: General software work: coding-agent workflows, code review, debugging and Git collaboration.
> - Frontend: Web and mobile-web interfaces: building, debugging and performance tuning.
> - ML / AI: Model training, evaluation and LLM application development.
> - Data analysis: Querying, statistical analysis, reporting and visualization.
> - Security: Code audits, vulnerability triage, penetration testing and compliance.

- [Google Agents CLI Skills](https://hebbmind.com/skill/google-skills.md): [Skill] Google's official skills for building ADK agents: dev workflow, scaffolding, the ADK Python API, evaluation with LLM judges and adaptive rubrics, deployment to Agent Runtime, Cloud Run or GKE, publishing and observability. Works with agents-cli; local dev needs only an AI Studio key.
- [Taskwarrior](https://hebbmind.com/cli/taskwarrior.md): [CLI] Veteran command-line task manager with projects, tags, priorities, due dates and custom reports, JSON export, and a rich ecosystem of hooks and extensions, well suited for agents that record and track tasks.
- [Quarto](https://hebbmind.com/cli/quarto-cli.md): [CLI] Posit's open-source scientific and technical publishing system built on Pandoc: embed Python, R or Julia code in Markdown or Jupyter notebooks, then quarto render produces HTML, PDF, Word, slides, websites and books.
- [Anthropic Sandbox Runtime (srt)](https://hebbmind.com/cli/sandbox-runtime.md): [CLI] Anthropic's official OS-level sandbox CLI: restricts file and network access for agents, MCP servers and any command without containers, using sandbox-exec on macOS and bubblewrap on Linux. Currently a research preview.
- [Docker CLI](https://hebbmind.com/cli/docker-cli.md): [CLI] Docker's official CLI for building images, running and managing containers, viewing logs and pushing to registries, a foundational tool for agents setting up isolated environments. Needs a local or remote Docker Engine such as Docker Desktop.
- [ZCF (Zero-Config Code Flow)](https://hebbmind.com/cli/zcf.md): [CLI] Zero-config CLI that sets up Claude Code and Codex in one go: an interactive menu handles installation, workflow imports, API and CCR proxy setup and common MCP servers, with model provider presets and bilingual English/Chinese configuration.
- [JiraCLI](https://hebbmind.com/cli/jira-cli.md): [CLI] Full-featured Jira CLI: filter, create, transition, assign and link issues and manage epics and sprints, with --plain text output that agents can read. Works with Cloud and self-hosted Jira; set up an API token and run jira init.
- [MCP Atlassian](https://hebbmind.com/mcp/mcp-atlassian.md): [MCP] Community-maintained MCP for Jira and Confluence: search with JQL/CQL and create or update issues, pages and comments. Supports both Cloud and Server/Data Center deployments; needs an API token or personal access token.
- [Nitro](https://hebbmind.com/skill/nitro.md): [Skill] Reference for Nitro v3, the server toolkit behind Nuxt: file routes with H3 v2 handlers, route rules, caching, KV storage, tasks, WebSockets and OpenAPI, plus deploy presets and v2 migration notes. Generated by Anthony Fu from the official docs.
- [Nuxt](https://hebbmind.com/skill/nuxt.md): [Skill] Reference for Nuxt 5, the full-stack Vue framework: directory layout, file-based routing, useFetch, auto-imports, server routes, rendering modes, SSR and hydration pitfalls, modules and layers, with notes on the move to Nitro v3 and Vite 8. Generated by Anthony Fu from the official docs.
- [Pinia](https://hebbmind.com/skill/pinia.md): [Skill] Reference for Pinia v4, Vue's official state library: defining stores with state, getters and actions, plugins, composables, composing stores, testing with @pinia/testing, SSR, Nuxt and HMR. Recommends setup stores and storeToRefs. Generated by Anthony Fu from the official docs.
- [UnoCSS](https://hebbmind.com/skill/unocss.md): [Skill] Reference for UnoCSS, the atomic CSS engine: config, rules, shortcuts, theme and variants, presets like Wind3, Wind4, Icons and Attributify, and Vite and Nuxt setup. Tells the agent to check uno.config first and stick to plain classes when unsure. Generated by Anthony Fu from official docs.
- [Antfu Conventions](https://hebbmind.com/skill/antfu.md): [Skill] Applies Anthony Fu's conventions for JavaScript and TypeScript projects: file organization, explicit imports, Vitest style, @antfu/ni, @antfu/eslint-config with antislop, Knip, tsdown and a single ci script, mirroring the antfu/starter-ts template for new projects.
- [Vite](https://hebbmind.com/skill/vite.md): [Skill] Reference for Vite 8: vite.config.ts, features like import.meta.glob and asset queries, the plugin API, library mode and SSR, the Environment API, and migrating to the Rolldown bundler and Oxc transformer. Prefers TypeScript config and ESM. Generated by Anthony Fu from the official docs.
- [VitePress](https://hebbmind.com/skill/vitepress.md): [Skill] Reference for VitePress 2, the Vite and Vue static site generator for docs: file routing, Markdown extensions and Vue in Markdown, data loaders, dynamic routes, theme config and custom themes, i18n, SSR compatibility and deployment. Generated by Anthony Fu from the official docs.
- [Vitest](https://hebbmind.com/skill/vitest.md): [Skill] Reference for Vitest 5: config, CLI, the test, describe and expect APIs, hooks, mocking with vi, snapshots, coverage, fixtures, concurrency, filtering and tags, reporters, benchmarks, test environments, type testing and multi-project setups. Generated by Anthony Fu from the official docs.
- [Vue](https://hebbmind.com/skill/vue.md): [Skill] Reference for Vue 3.5: script setup and macros such as defineProps, defineEmits and defineModel, reactivity, watchers and lifecycle, and built-ins like Transition, Teleport, Suspense and KeepAlive. Prefers the Composition API with TypeScript. Generated by Anthony Fu from the official docs.
- [pnpm](https://hebbmind.com/skill/pnpm.md): [Skill] Reference for pnpm 12: CLI, pnpm-workspace.yaml settings, monorepo workspaces, catalogs, overrides, patches, supply-chain settings such as build approval, task orchestration, CI setup and migration from npm, Yarn or older pnpm. Generated by Anthony Fu from the official docs.
- [Ghidra MCP Server](https://hebbmind.com/mcp/ghidra-mcp.md): [MCP] 250+ MCP tools for Ghidra: decompilation, cross-references, data-flow analysis, bulk renaming and commenting, P-code emulation and live debugging, with headless mode support. Requires Java 21 and Ghidra 12.1, and the plugin must be built and deployed first.
- [Claude Scholar](https://hebbmind.com/plugin/claude-scholar.md): [Plugin] Semi-automated research assistant for CS and AI researchers that links ideation, Zotero literature management, experiment analysis and reporting, paper writing and reviewer responses, and keeps project knowledge in Obsidian. Branches for Codex and other agents exist.
- [Claude Scholar](https://hebbmind.com/skill/claude-scholar.md): [Skill] Semi-automated research workflow for computer science and AI researchers: ideation, Zotero literature management, experiment analysis and reports, paper writing and polishing, and rebuttals, with optional Obsidian knowledge base. 40+ skills; also installable as a Claude Code plugin.
- [Interface Design](https://hebbmind.com/plugin/interface-design.md): [Plugin] Design engineering plugin for product interfaces such as admin panels and dashboards: builds UI on design principles and saves spacing, color and hierarchy decisions to .interface-design/system.md to stay consistent across sessions. Not meant for marketing pages.
- [pngquant](https://hebbmind.com/cli/pngquant.md): [CLI] Lossy PNG compression CLI: converts images to 8-bit PNGs that keep transparency, usually 60-80% smaller, with batch processing and a quality range setting. Handy for slimming down web assets, slides and article images. Install via Homebrew on macOS; no account.
- [.NET Agent Skills](https://hebbmind.com/skill/dotnet-skills.md): [Skill] The .NET team's official skill collection, grouped into plugins: ASP.NET Core, Blazor, MAUI, EF Core data access, MSBuild troubleshooting, performance diagnostics, testing, and framework upgrades and migrations. Maintained by Microsoft; install via the Claude Code or Codex plugin marketplace.
- [Transitions Polish](https://hebbmind.com/skill/transitions-polish.md): [Skill] Polishes existing motion against the transitions.dev token scale for duration, distance, scale, blur and easing, matching each value by what the motion does rather than the nearest number, with rules for open/close asymmetry, hover in and out, stagger and intent delays.
- [Refine Live](https://hebbmind.com/skill/refine-live.md): [Skill] In-chat fallback for the transitions.dev Timeline Inspector's Refine button: the agent long-polls a local relay and answers jobs with motion-token tweaks or a full transition recipe swap, and applies accepted changes. Idle polling costs credits, so the persistent CLI mode is preferred.
- [Remotion Captions](https://hebbmind.com/skill/remotion-captions.md): [Skill] Guides the agent through captions in Remotion videos: stores them as JSON using the Caption type from @remotion/captions, transcribes audio or video to generate them, imports .srt files, and displays and animates them in compositions. Official Remotion skill.
- [Remotion Create](https://hebbmind.com/skill/remotion-create.md): [Skill] Has the agent scaffold a new Remotion video project with create-video after inspecting the current folder, open Remotion Studio for live preview before writing the composition, and follow the layout, multi-scene and timeline guides as needed. Official Remotion skill; needs Node.js and Git.
- [ExecuteAutomation Playwright MCP Server](https://hebbmind.com/mcp/mcp-playwright.md): [MCP] Community Playwright browser automation MCP from ExecuteAutomation (not Microsoft's official one): navigate, click, fill forms, screenshot and scrape page text, plus send HTTP requests, assert network responses and record actions into test code, with 143 device emulations built in.
- [Remotion Best Practices](https://hebbmind.com/skill/remotion-best-practices.md): [Skill] Remotion's official skill that teaches agents to make programmatic videos in React code, covering project setup, animation and typography, captions, map animations, media handling and rendering, and routes to each subtopic on demand.
- [Text-to-Lottie (Diffusion Studio)](https://hebbmind.com/skill/lottie.md): [Skill] Lets agents generate production-ready Lottie animations (icon motion, loaders, data animations and more) from a text description or SVG, with a local player for live preview and tweaks. Export JSON for web, apps or After Effects. Needs Node.js locally.
- [Remotion Render](https://hebbmind.com/skill/remotion-render.md): [Skill] Tells the agent how to export Remotion work: render videos with npx remotion render, stills with npx remotion still, several frames as images in one call with --frames, and videos with a transparent background. Official Remotion skill.
- [Finance Toolkit MCP](https://hebbmind.com/mcp/financetoolkit.md): [MCP] From the FinanceToolkit author: computes ratios, valuation, risk and macro indicators with 500+ transparent formulas, for company comparisons and first-pass due diligence. Hosted, no install; enter a Financial Modeling Prep key on first connect (free tier: US stocks, 5 years). Verify results.
- [GitHub Agentic Workflows](https://hebbmind.com/cli/gh-aw.md): [CLI] GitHub's official gh extension for writing Actions workflows in Markdown that AI agents execute, compiled into standard Actions. Choose engines like Copilot, Claude Code or Codex; runs in a read-only sandbox by default. Requires gh.
- [Visual PR](https://hebbmind.com/skill/visual-pr.md): [Skill] Creates or updates a pull request description that explains why the change exists in one sentence, flags up to three things to note, and outlines the implementation with diff-style file, component and call trees. Uses the GitHub CLI; runs only when invoked by name.
- [Narrow React Prop Types](https://hebbmind.com/skill/narrow-react-prop-types.md): [Skill] Narrows React component prop types to match live call sites rather than widened story, mock or test contracts: classifies each prop as required, optional or removed from non-test usage, derives types from real APIs, and updates stories and tests to fit.
- [Design Control Loop](https://hebbmind.com/skill/design-control-loop.md): [Skill] Interviews you to design an agentic control loop for your codebase in control-theory terms: a set point, a sensor built from existing tooling, a controller that picks small low-risk changes, and a coding agent that opens PRs. Builds each part to run locally before wiring a scheduled CI workflow.
- [Show Me](https://hebbmind.com/skill/show-me.md): [Skill] Explains the current topic visually with the smallest view that makes the point: pseudocode, call trees, component or file trees, Mermaid diagrams or diffs, and a focused HTML diagram or short deck when the idea is too dense. Invoked manually.
- [Improve CLAUDE.md](https://hebbmind.com/skill/improve-claude-md.md): [Skill] Rewrites a CLAUDE.md so Claude Code follows it better: keeps project identity and map bare at the top, wraps task-specific rules in narrowly conditioned <important if> blocks, cuts snippets and lint-enforceable rules, and keeps every command.
- [Build Iterated Agentic Loop](https://hebbmind.com/skill/build-iterated-agentic-loop.md): [Skill] Turns a repeatable agent task into a repo-local skill plus a GitHub Actions workflow that runs a coding agent (Claude Code, Codex, OpenCode or CodeLayer) on a schedule, with a prompt, memory file and one-open-PR bound. Reads the repo first, then walks you through cadence, scope and validation.
- [Lingo.dev CLI](https://hebbmind.com/cli/lingo-dev.md): [CLI] Lingo.dev's official CLI: lingo push sends JSON, YAML, Markdown, PO, XLIFF, Android/Xcode strings and other files from your repo to its LLM localization engine, and lingo pull brings translations back; CI-ready. Needs a Lingo.dev account; usage-based pricing with a free sandbox.
- [LM Studio CLI (lms)](https://hebbmind.com/cli/lms.md): [CLI] LM Studio's official CLI: list, load and unload local models, start and stop the local API server, and check status and logs; ls, ps and other commands support --json output for scripts and agents. Requires the LM Studio desktop app.
- [Peekaboo](https://hebbmind.com/cli/peekaboo.md): [CLI] macOS screenshot and UI automation CLI: capture the screen, read the accessibility tree for structured UI elements, then click, type, and switch windows and menus. Also runs as an MCP server for Claude Code and Codex. Needs macOS 15+ with Screen Recording and Accessibility permissions.
- [fontTools](https://hebbmind.com/cli/fonttools.md): [CLI] Font toolkit: pyftsubset subsets fonts to the characters you use and outputs WOFF2 to shrink web fonts, and ttx converts fonts to editable XML for inspection and edits. Needs Python 3.11+ and the woff extra for WOFF2; check the license before subsetting commercial fonts.
- [PySceneDetect](https://hebbmind.com/cli/pyscenedetect.md): [CLI] Detects shot changes in video and splits long footage into scenes, exporting cut lists and per-scene thumbnails, useful for shot analysis, organizing footage and finding edit points. Runs locally; needs Python 3.10+, plus FFmpeg or mkvmerge for splitting.
- [Home Assistant MCP Server (ha-mcp)](https://hebbmind.com/mcp/ha-mcp.md): [MCP] Lets agents operate Home Assistant: control devices, query state and history, create and debug automations and edit dashboards, with 80+ tools. Community-maintained (unofficial); requires your own Home Assistant instance, and running via uvx needs a long-lived access token.
- [Landing Page Design](https://hebbmind.com/skill/landing-page-design.md): [Skill] Builds landing pages in two halves: intake questions, page structure, layout choice, conversion copy and SEO first, then a strict visual system for fonts, Tailwind type scale, spacing, radius, backgrounds, icons and motion. The rules are opinionated, e.g. no Inter font and no background gradients.
- [Asciidoctor](https://hebbmind.com/cli/asciidoctor.md): [CLI] Converts AsciiDoc, a Markdown-like plain-text markup, into HTML5, DocBook and man pages, and with official extensions into PDF and EPUB, suited to technical books, textbooks and large manuals. Ruby-based; install with Homebrew on macOS.
- [ExifTool](https://hebbmind.com/cli/exiftool.md): [CLI] Classic CLI for reading and writing metadata in hundreds of file types including images, video, audio and PDF, covering EXIF, GPS, IPTC, XMP and camera makers' proprietary tags, with batch editing, stripping and conversion. Requires Perl.
- [Mistral Vibe](https://hebbmind.com/cli/mistral-vibe.md): [CLI] Mistral's official open-source terminal coding assistant: uses Mistral models to read and write code, run commands and search the codebase, with multiple agent profiles and subagents, plus Skills, MCP and a --prompt scripting mode. Needs a Mistral API key.

Next page: https://hebbmind.com/tools.md?page=12&profession=fullstack%2Cfrontend%2Calgorithm%2Cdata%2Csecurity
