The Fifteen-Factor App methodology extends the original Twelve-Factor App principles (created by Heroku in 2012) with three additional factors essential for modern cloud-native applications: API First

Find duplicate or near-duplicate images in FiftyOne datasets using brain similarity computation. Use when users want to deduplicate datasets, find similar images, cluster visually similar content, or remove redundant samples. Requires FiftyOne MCP server with @voxel51/brain plugin installed.

FigJam plugin development workflow. Use when modifying code.ts (canvas rendering), ui.ts (WebSocket/UI), fixing plugin build errors, or adding new rendering features.

Design and prototype interfaces in Figma - create, edit, and manage design files, components, and collaborate on design projects

**Au démarrage, vérifier les prérequis pour Code Connect.**

Convert Figma designs to pixel-perfect React components with Tailwind CSS.

Draft GitHub issues for i-am-bee/agentstack. Use when the user wants to report a bug, request a feature, or draft a general GitHub issue.

name: file-manager

This skill provides guidance for implementing file-based communication protocols that enable multiple agents to coordinate through structured file reads and writes. This approach is particularly valua

Regex file search via gh-grep extension. TRIGGERS - search code files, grep repository, file content search.

Safe filesystem operations for agents, including path normalization vs resolution, temp file handling, atomic replacement, and spooled buffers. Use when reading/writing user-supplied paths, staging outputs, or managing temporary files; triggers: filesystem, os.path, tempfile, path normalization, realpath, atomic write.

Maintain context across Claude Code sessions using filesystem persistence. Prevents context loss, enables plan continuity, and supports multi-session workflows.

File system operations guidance - read, write, search, and manage files using Claude Code's built-in tools.

financial-modeling

Use when evaluating business model viability, analyzing profitability per customer/product/transaction, validating startup metrics (CAC, LTV, payback period), making pricing decisions, assessing scalability, comparing business models, or when user mentions unit economics, CAC/LTV ratio, contribution margin, customer profitability, break-even analysis, or needs to determine if a business can be profitable at scale.

Guidelines for systematically finding new candidate words to add to candidate_words.json for later dictionary entry creation.

Build a Mentor & Sponsor Plan Pack (mentor portfolio, sponsor strategy, target list, outreach scripts, meeting agenda, tracking + cadence). Use for finding a mentor, finding a sponsor, mentorship, sponsorship, career advisor, career coaching, networking outreach. Category: Career.

Use Unpaywall API to find free full-text versions of paywalled papers

Use when preparing to fine-tune an LLM for multi-turn conversations, before generating any training data. Triggers - starting a fine-tuning project, need to define evaluation criteria, designing conversation data generation.

Clean up after a feature branch or experiment is complete. This skill deletes the git worktree and branch ONLY AFTER the associated PR has been merged. It also closes any related GitHub issues. Use this after your PR has been merged to keep the repository clean.

This skill performs a comprehensive end-of-day wrap up for the **current working directory**. It analyzes all work done, creates a detailed log, commits changes, and pushes to the remote repository. W

Completes feature branch work by rebasing, pushing, monitoring CI, and squash merging to main

Expert-level cloud financial operations, cost optimization, and cloud economics

Guide for integrating Gemini AI models with Firebase using Firebase AI Logic SDK. This skill should be used when implementing Gemini features (chat, content generation, structured JSON output), configuring security (App Check), or troubleshooting issues (rate limits, schema errors).

Activate this skill when:

Firebase integration for authentication, Firestore database, and real-time data synchronization. Use when working with Firebase services in the LiveMetro app.

Firebase backend services integration for mobile apps

name: "Firebase Swift & TypeScript SDK Best Practices"

Firebase Firestore NoSQL patterns, real-time sync ve security rules rehberi.

A systematic framework to define your product's unique value and market context. Use this when launching a new product, struggling to win deals against established competitors, or when your sales team can't clearly explain why you are better than a spreadsheet.

Repair malformed markdown code fence closings. Use when markdown files have closing fences with language identifiers (```text instead of ```) or when generating markdown with code blocks to ensure proper fence closure.

Apply fixes for merkle root mismatch issues in the relayer database. Use after running /investigate-merkle-root-mismatch to investigate and identify the mismatched entries. Requires user confirmation before any database modifications.

Work with the automated PR fixer and its CLI, including prompts and workflow configuration. Use when diagnosing failed CI auto-fixes, running the fix-pr CLI locally, or updating the fix-pr prompt or workflow.

Capture solved problems as categorized documentation with YAML frontmatter for fast lookup

Repair tmux socket connection errors without killing your running sessions.

Creates a fixup commit and performs autosquash rebase. Use when: user wants to fixup a commit, amend a previous commit, or squash into existing commit.

fizzy-workflow

Flash INAV firmware to flight controllers using DFU (Device Firmware Update)

Track menstrual health with Flo - monitor cycles, symptoms, and reproductive health

Help users make and document architectural decisions using Flow framework projects. This Skill activates during brainstorming when design patterns, technology choices, or system structure need to be c

Execute implementation work with gate checks and verification. Use when user wants to code, build features, implement iterations, or execute action items. Enforces gates, guides workflow, tracks progress.

Design features through brainstorming and make architectural decisions. Use when user wants to brainstorm, design approach, make architecture choices, or update PLAN.md.

Corriger un bug ou etendre un flow d'automatisation existant. (project)

Comprehensive Flow Nexus platform management - authentication, sandboxes, app deployment, payments, and challenges

Cloud-based AI swarm deployment and event-driven workflow automation with Flow Nexus platform

Create structured build plans from feature requests, bug reports, or Beads issue IDs. Use when planning features, designing implementation, preparing work breakdown, or when given a bead/issue ID to plan. Triggers on /flow:plan with text descriptions or issue IDs (e.g., bd-123, gno-45, app-12).

Plan phases, tasks, and iterations. Use when structuring new work, adding features, or organizing development plans.

Manage productivity with FlowMind — goals, tasks (with subtasks), notes, people, and tags via REST API. Use when the user wants to create, list, update, or delete goals, tasks, notes, contacts, or tags; manage focus/priorities; track progress; or organize their productivity workspace through FlowMind.

Manage n8n workflows with FlowsFarm CLI. Use when user wants to sync, create, edit, or manage n8n workflows locally. Triggers for n8n automation tasks, workflow version control, or multi-instance workflow management.