- AutoresearchAutonomous experiment loop for optimization research. Use when the user wants to: - Optimize a metric through systematic experimentation (ML training loss, test speed, bundle size, build time, etc.) - Run an automated research loop: try an idea, measure it, keep improvements, revert regressions, repeat - Set up autoresearch for any codebase with a measurable optimization target Implements the autoresearch pattern with MAD-based confidence scoring, git branch isolation, and structured experiment Factory-AI/factory-plugins111
- Ban Type AssertionsBan `as` type assertions in a package via the `@typescript-eslint/consistent-type-assertions` lint rule, replacing them with compiler-verified type-safe alternatives. Use when enabling the assertion ban in a new package or fixing violations in an existing one.Factory-AI/factory-plugins111
- Browser NavigationAutomate browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to: - Navigate websites and interact with web pages - Fill forms and click buttons - Take screenshots of web content - Test web applications - Extract information from web pages - Debug frontend issues in the browser - Monitor console logs and network requests - Record browser sessions as video This skill uses agent-browser for comprehensive browser automation. RECOMMENDATION: DFactory-AI/factory-plugins111
- Browser UseBackground knowledge for droid-control workflows -- not invoked directly. Browser-use driver mechanics for web page and Electron desktop app automation via agent-browser.Factory-AI/factory-plugins111
- CaptureBackground knowledge for droid-control workflows -- not invoked directly. Recording lifecycle for terminal and browser sessions.Factory-AI/factory-plugins111
- Commit Security ScanAnalyze code changes for security vulnerabilities using LLM reasoning and threat model patterns. Use for PR reviews, pre-commit checks, or branch comparisons.Factory-AI/factory-plugins111
- ComposeBackground knowledge for droid-control workflows -- not invoked directly. Video assembly via Remotion — title cards, layout, transitions, effects, and showcase polish.Factory-AI/factory-plugins111
- Create PrCreate a pull request with Conventional Commits formatting, a templated body, and local verification. Use when the user asks to create a PR, open a PR, submit changes for review, or put code up for review.Factory-AI/factory-plugins111
- Desktop UseBackground knowledge for droid-control workflows -- not invoked directly. Desktop-use driver mechanics for native GUI app automation via trycua cua-driver.Factory-AI/factory-plugins111
- Droid CliBackground knowledge for droid-control workflows -- not invoked directly. Droid CLI target patterns, shortcuts, modes, and launch helpers.Factory-AI/factory-plugins111
- Droid ControlControl terminal TUIs, browsers, and native desktop apps for testing, demos, QA, and computer-use tasks. Use when you need to operate an app, automate a CLI, record a demo, or capture proof.Factory-AI/factory-plugins111
- Fix Knip Unused ExportsFix knip "Unused exports" violations. Handles all violation categories: test-only exports (extract to new file), dead barrel re-exports (remove from index.ts), and internally-only-used exports (un-export). Use when `npm run knip` reports unused exports.Factory-AI/factory-plugins111
- Follow Up On PrFollow up on an existing PR by rebasing on the base branch, addressing reviewer comments, fixing CI issues, and pushing updates. Use when the user provides a PR URL or number and wants to get it ready for merge.Factory-AI/factory-plugins111
- Frontend DesignBuild good-looking web interfaces. Use when: - User asks you to build a web app, website, landing page, or HTML page - User asks for a one-off tool, utility, or demo app - User is starting a new frontend project - User wants to improve how something looks - User mentions UI, design, styling, or making something look better This applies to ANY frontend work, not just "design" tasks. Even simple apps benefit from basic design principles.Factory-AI/factory-plugins111
- Http Toolkit InterceptIntercept and debug HTTP traffic from any CLI, service, or script using HTTP Toolkit. Use when you need to inspect LLM API calls, backend requests, auth flows, or debug network-level issues across any language or runtime.Factory-AI/factory-plugins111
- Human WritingRemove signs of AI-generated writing from text to make it sound more natural and human-written. Use when editing or reviewing any form of document including: markdown, technical docs, emails, blog posts, PRDs, or any dedicated writing content. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, negative parFactory-AI/factory-plugins111
- InitInitialize a new repository with AGENTS.mdFactory-AI/factory-plugins111
- No Use EffectEnforce the no-useEffect rule when writing or reviewing React code. ACTIVATE when writing React components, refactoring existing useEffect calls, reviewing PRs with useEffect, or when an agent adds useEffect "just in case." Provides the five replacement patterns and the useMountEffect escape hatch.Factory-AI/factory-plugins111
- Pty CaptureBackground knowledge for droid-control workflows -- not invoked directly. Capture ground-truth byte sequences from real terminal emulators.Factory-AI/factory-plugins111
- Security ReviewScan code changes for security vulnerabilities using STRIDE threat modeling, validate findings for exploitability, and output structured results for downstream patch generation. Supports PR review, scheduled scans, and full repository audits.Factory-AI/factory-plugins111
- Session NavigationNavigate, search, and manage Droid sessions. Use when the user wants to: - List recent sessions - Search session history for specific topics or patterns - Resume a previous session - Get details about what was accomplished in a session - Find sessions by project, date, or contentFactory-AI/factory-plugins111
- ShowcaseBackground knowledge for droid-control workflows -- not invoked directly. Visual polish for videos via Remotion-powered window chrome, animations, and branded backgrounds.Factory-AI/factory-plugins111
- SimplifyReview changed code for reuse, quality, and efficiency, then fix any issues found.Factory-AI/factory-plugins111
- Skill CreationCreate, improve, and manage Droid skills. Use when the user wants to: - Create new skills from scratch or from session learnings - Improve existing skills based on user preferences - Analyze sessions to identify patterns worth codifying - Understand best practices for agentic skill design This is a meta-skill for self-improvement and continuous learning.Factory-AI/factory-plugins111
- Threat Model GenerationGenerate a STRIDE-based security threat model for a repository. Use when setting up security monitoring, after architecture changes, or for security audits.Factory-AI/factory-plugins111
- True InputBackground knowledge for droid-control workflows -- not invoked directly. True-input driver mechanics for real terminal emulator automation via headless Wayland compositor.Factory-AI/factory-plugins111
- VerifyBackground knowledge for droid-control workflows -- not invoked directly. Deliverable verification against commitments.Factory-AI/factory-plugins111
- Visual DesignImage generation and presentations. Use when: - User asks for images: logos, icons, app assets, diagrams, flowcharts, architecture diagrams, patterns, textures, photo edits, restorations - User needs a presentation or slide deck Covers nanobanana CLI for image generation and Slidev for presentations.Factory-AI/factory-plugins111
- Vulnerability ValidationValidate security findings from commit-security-scan by assessing exploitability, filtering false positives, and generating proof-of-concept exploits. Use after running commit-security-scan to confirm vulnerabilities.Factory-AI/factory-plugins111
- Agent RepellentAssess your codebase's resistance to AI-assisted development tools.Factory-AI/cursed-plugins103
- BlameGit history investigation surfacing patterns and anomalies.Factory-AI/cursed-plugins103
- Cobol ConverterCOBOL migration plan with translated output.Factory-AI/cursed-plugins103
- Dating ProfileCompatibility profile based on technology stack and architecture.Factory-AI/cursed-plugins103
- Feng ShuiArchitectural harmony assessment for your codebase.Factory-AI/cursed-plugins103
- ObituaryRetrospective on deprecated and end-of-life code.Factory-AI/cursed-plugins103
- Performance ReviewAnnual performance review for your codebase.Factory-AI/cursed-plugins103
- RoastCandid code review from an industry expert perspective.Factory-AI/cursed-plugins103
- Ship RitualPre-deployment blessing for your next release.Factory-AI/cursed-plugins103
- Therapy SessionGuided counseling session for your codebase.Factory-AI/cursed-plugins103
- Code ReviewReview code changes (diffs, PRs, patches) and provide structured, actionable feedback on correctness, maintainability, and test coverage. Use when the user asks for a code review, requests feedback on a patch/PR, or wants an assessment of changes.Factory-AI/skills5
- Commit Security ScanAnalyze code changes for security vulnerabilities using LLM reasoning and threat model patterns. Use for PR reviews, pre-commit checks, or branch comparisons.Factory-AI/skills5
- Security ReviewScan code changes for security vulnerabilities using STRIDE threat modeling, validate findings for exploitability, and output structured results for downstream patch generation. Supports PR review, scheduled scans, and full repository audits.Factory-AI/skills5
- Threat Model GenerationGenerate a STRIDE-based security threat model for a repository. Use when setting up security monitoring, after architecture changes, or for security audits.Factory-AI/skills5
- Vulnerability ValidationValidate security findings from commit-security-scan by assessing exploitability, filtering false positives, and generating proof-of-concept exploits. Use after running commit-security-scan to confirm vulnerabilities.Factory-AI/skills5
- AdaptersBuild source-linked trace adapters while preserving exact raw custody.Factory-AI/testament
- AnalyzersImplement bounded analyzers through the universal analyzer contract.Factory-AI/testament
- DevelopmentMake bounded contract-first repository and implementation changes.Factory-AI/testament
- IncidentPreserve evidence and follow bounded incident response entry points.Factory-AI/testament
- PolicyBuild deterministic policy and verifiable enforcement contracts.Factory-AI/testament
- QaValidate public contracts with deterministic positive and negative evidence.Factory-AI/testament
- ReadinessReconcile deterministic repository contracts and honest readiness evidence.Factory-AI/testament
- ReleasePrepare and verify releases only after all research and release gates pass.Factory-AI/testament
- ResearchProduce sourced, status-marked research without changing normative contracts.Factory-AI/testament
- UiBuild accessible evidence-first console and standards surfaces.Factory-AI/testament