Fix, create, or validate FiveM server resources for QBCore/ESX (config.lua, fxmanifest.lua, items, housing/furniture, scripts, MLOs). Use when asked to debug resource errors, convert ESX↔QB, update fxmanifest versions, add items, or source scripts from GitHub. Also use for SSH key generation for SFTP access.

Systematically fixes all failing tests in a project by running test commands repeatedly until 100% pass with zero warnings. Use when tests are failing, validation is not passing, or when asked to fix test suites. Works with any testing framework (Jest, Pytest, Go test, etc.) and ensures complete test compliance without skipping or modifying tests.

Fix bad coding practices identified by audit, following fail-fast principles

Guidance for identifying and fixing security vulnerabilities in code. This skill should be used when asked to fix security issues, address CVEs or CWEs, remediate vulnerabilities like injection attacks (SQL, command, CRLF, XSS), or when working with failing security-related tests.

Preview broken wikilinks and spawn autonomous repair agent.

Fix markdown linting errors in documentation files

Guide for debugging and fixing bugs in the OCaml garbage collector runtime, particularly issues in memory management code like sweeping, pool management, and run-length compression. This skill should be used when encountering segfaults during OCaml bootstrap, debugging crashes in runtime/shared_heap.c or similar GC code, or investigating pointer arithmetic bugs in memory allocator implementations.

fix-pr-feedback

Address PR review comments by selecting appropriate skills based on modified files. Use when fixing review feedback on pull requests.

'Orchestrate fixing issues found by /review. Handles issue discovery, user confirmation, plan creation, and execution via /implement.'

Verify fix commits address audit findings without new bugs

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Fixes RuboCop offenses systematically and safely. Use when the user wants to reduce RuboCop warnings, clean up .rubocop_todo.yml, fix linting errors, or improve code style compliance.

Continually test and repair solutions to benchmark problems until they pass. Use when a solution has failing tests. Invoke with /fix-solution <snapshot_path> <problem_name> <checkpoint_index>.

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Use when encountering a bug - complete workflow from discovery through debugging, bd issue, test-driven fix, verification, and closure

Use when fixing template issues in create-faster - indentation, spacing, typos, or formatting problems in .hbs files

Use when tests are failing, test quality issues were identified, or user wants to fix/improve specific tests

| Field | Value |

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- Optional output directory (defaults to `skills/fixtures-generator/fixtures/`).

Suggest and apply fixes for flaky tests based on detected patterns. Use after flaky-detect identifies unreliable tests that need repair.

Diagnose and eliminate flaky tests systematically.

Optimizes transformer attention with Flash Attention for 2-4x speedup and 10-20x memory reduction. Use when training/running transformers with long sequences (>512 tokens), encountering GPU memory issues with attention, or need faster inference. Supports PyTorch native SDPA, flash-attn library, H100 FP8, and sliding window attention.

Generate comprehensive educational flashcards based on Bloom's Taxonomy methodology (Remember, Understand, Apply, Analyze, Evaluate, Create). Creates structured flashcards with difficulty ratings, detailed explanations, and practice hints. Use when user requests flashcard generation, study cards, review materials, learning flashcards, mentions Bloom's Taxonomy, or provides educational topics for flashcard creation. Activates for study topics, course materials, reference files (.md, .txt, .pdf), or educational content requiring systematic review materials.

flask

Expert-level Flask web development, REST APIs, extensions, and production deployment

flask-reviewer

Flask framework workflow guidelines. Activate when working with Flask projects, flask run, or Flask-specific patterns.

Context-aware development assistant for AgenticFleet with auto-learning and dual memory (NeonDB + ChromaDB). Handles development workflows with intelligent context management.

flesh out our plan by filling in gaps and clearly building out the specfification

Catalog and analyze prompts in Flow SDK workflows before conversion. Use to identify prompt formats, variables, and conversion requirements.

Analyze Flow SDK workflow structure before migration. Use to map inputs, outputs, steps, control flow, and dependencies.

Interactive claude-flow orchestration coach that guides users through swarm topology selection, agent deployment, memory configuration, and SPARC workflows. Use when learning claude-flow, choosing between swarm vs hive-mind, selecting agents, or optimizing multi-agent coordination. NEVER auto-executes - always displays recommendations and asks first.

Validate and fix folder structure for Output SDK workflows. Use to ensure migrated workflows follow the correct structure conventions.

Convert Flow SDK activities.ts to Output SDK steps.ts. Use when migrating activity functions to step definitions with typed parameters.

Convert inline prompts and prompt arrays to .prompt files with YAML frontmatter. Use when migrating prompts from Flow SDK format to Output SDK prompt files.

Lightweight workflow coordinator that executes command chains from predefined templates, supporting slash-command execution with mainprocess (blocking) and async (background) modes.

Create scenario files for testing migrated Output SDK workflows. Use to set up test inputs in the scenarios/ subfolder.

Creer un nouveau flow d'automatisation de formulaire complet, incluant exploration du site web, implementation et tests. (project)

Help users document discoveries, maintain task notes, and generate summaries using Flow framework projects. This Skill ensures documentation stays synchronized with actual work and follows Flow patter

John Carmack-level implementation review via rp-cli for current branch changes. Use when reviewing code changes, PRs, or implementations. Triggers on mentions of code review, implementation review, or PR review.

Help users initialize new Flow projects, migrate existing documentation to Flow format, or update old Flow structures to current framework patterns. This is the entry point for getting started with Fl

Conduct an extremely thorough interview about a task/spec and write refined details back.

Carmack-level plan review via rp-cli context builder + chat. Use when reviewing implementation plans, architecture docs, or design specs. Triggers on mentions of plan review, design review, or architecture review.

Enforces TDD Iron Law in flow-dev. NO PRODUCTION CODE WITHOUT A FAILING TEST FIRST.

Verify plan consistency, generate summaries, maintain plan health. Use for review, verification, summaries, or plan maintenance. Mostly read-only with maintenance operations.

Execute a plan file or Beads epic systematically with git setup, task tracking, quality checks, and commit workflow. Use when implementing a plan, working through a spec, following documented steps, or executing a Beads issue ID (e.g., bd-123, gno-45, app-12).