Forgetful stores knowledge as an interconnected graph: memories link to other memories, entities link to memories, and entities relate to each other. Deep exploration reveals context that simple queri

Triage extension for JavaScript/TypeScript findings during plan-finalize phase

Triage extension for marketplace plugin findings during plan-finalize phase

Triage extension for requirements findings during plan-finalize phase

extended

Extract media files (images, videos, documents) from BSV blockchain transactions using the txex CLI tool. Retrieves inscribed ordinals and embedded files.

Extract technical constraints (C-*) from ecosystem E(t) - timeouts, API limits, compliance requirements, platform dependencies. Acknowledges given constraints, not design choices. Use to document ecosystem realities that code must work within.

Analyze imports and identify all module dependencies. Use when mapping project structure.

Identify and document model hyperparameters from papers. Use when setting up training configurations.

This skill should be used when user wants to learn from their collected references, synthesize patterns across sources, or turn research into frameworks from curated reference collections (Are.na channels, bookmarks, saved articles).

Use after completing a session to identify genuine learnings from mistakes, corrections, or rework - focuses only on patterns that were actually wrong, not things that worked correctly the first time

Extract text from PDF files using PyMuPDF. Use this skill when you need to read the contents of a PDF file, such as a resume, report, or manual, into plain text for analysis or processing.

Extract wisdom, insights, and actionable takeaways from text sources. Use when asked to analyse, summarise, or extract key learnings from blog posts, articles, markdown files, or other text content.

extracting-dss-results

Systematic AI extraction prompt design expert with Socratic methodology

Load, validate, and resolve FABER configuration and workflows with inheritance support

Native Fabric pattern execution for Claude Code. USE WHEN processing content with Fabric patterns (extract_wisdom, summarize, analyze_claims, threat modeling, etc.). Patterns run natively in Claude's context - no CLI spawning needed. Only use fabric CLI for YouTube transcripts (-y) or pattern updates (-U).

Reprend le pipeline depuis la dernière phase/task

CI/CD: GitHub Actions, GitLab CI, Jenkins, ArgoCD, GitOps, monitoring.

Universal orchestrator: 54 skills, 1297 methodologies. Development, DevOps, AI/ML, Product, Marketing, PM, BA, UX, Research.

Fairness assessment skill using Fairlearn for bias detection, mitigation, and compliance reporting.

Complete fal.ai serverless deployment system. PROACTIVELY activate for: (1) Creating fal.App class, (2) GPU machine selection (T4/A10G/A100/H100), (3) setup() for model loading, (4) @fal.endpoint decorators, (5) Persistent volumes for weights, (6) Secrets management, (7) Scaling configuration (min/max concurrency), (8) Multi-GPU deployment, (9) fal deploy commands, (10) Local development with fal run. Provides: App structure, Dockerfile patterns, deployment commands, scaling config. Ensures production-ready serverless ML deployment.

Transform your outdoor space into a beautiful, functional landscape with expert plant knowledge and design principles.

Build comprehensive FAQ databases from support data, documentation, and user interactions

This skill provides patterns for WebSockets, file uploads to S3, and email/notification services.

Design UI graphs that remain resilient to partial failures and unstable dependencies.

This skill provides guidance for FEAL cipher linear cryptanalysis tasks. It should be used when recovering encryption keys from FEAL-encrypted data using known plaintext-ciphertext pairs, implementing linear approximation attacks on block ciphers, or solving cryptanalysis challenges involving the FEAL cipher family. The skill emphasizes mathematical analysis over brute-force approaches.

Use after research (Z01 files exist) to create implementation plan - follow structured workflow

基于 docs/ARCHITECTURE.md 的规范，安全地实现新功能或优化现有代码。

Analyze skill effectiveness through usage feedback, metrics analysis, and outcome assessment. Task-based operations for feedback collection, effectiveness measurement, trend analysis, and insight extraction. Use when analyzing skill effectiveness, measuring ROI, understanding usage patterns, or evaluating toolkit impact based on real usage data.

使用Playwright自动同步文档到飞书。Use for tasks like syncing markdown to Feishu, automating Feishu document updates, browser automation for Feishu. Keywords: 飞书同步, feishu sync, playwright, 文档同步, 自动化

Load minimal relevant context for the current task

Use when Codex must fetch web pages, scrape selectors, or crawl sitemaps through the remote Fetch/Web MCP server catalog entry.

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fetching-library-docs

FFmpeg video and audio processing patterns. Use when transcoding video/audio, extracting clips, adding filters, merging media, creating thumbnails, or batch processing media files.

A complete system for writing fiction—from initial concept through final draft.

Clerk for Crown fiduciary breaches, fund mismanagement, conflicts of interest, and failure to protect reserve lands; use for Fiduciary_Duty_Negligence queue.

Extract structured fields from unstructured log data using OPAL parsing functions. Covers extract_regex() for pattern matching with type casting, split() for delimited data, parse_json() for JSON logs, and JSONPath for navigating parsed structures. Use when you need to convert raw log text into queryable fields for analysis, filtering, or aggregation.

Run ML model inference (YOLO, YOLOv8, CLIP, SAM, Detectron2, etc.) on FiftyOne datasets. Use when running models, applying detection, classification, segmentation, embeddings, or any model prediction task. Also use for end-to-end workflows that include importing data then running inference.

Visualize datasets in 2D using embeddings with UMAP or t-SNE dimensionality reduction. Use when users want to explore dataset structure, find clusters in images, identify outliers, color samples by class or metadata, or understand data distribution. Requires FiftyOne MCP server with @voxel51/brain plugin installed.

fiftyone

Figma design-to-code, design system extraction ve component generation rehberi.

Extract and save Figma screenshots from Codex session logs when user needs to recover images captured by the Figma MCP server

创建和解压ZIP、TAR和GZIP压缩包，支持密码保护。

Reusable logic for categorizing files as Command, Agent, Skill, or Documentation based on structure and content analysis

Audit all filename and naming conventions in the codebase against CLAUDE.md standards and common patterns. Use when user asks to check naming conventions, audit filenames, find naming inconsistencies, or validate file naming patterns.

Convert files (PDF, images) to Base64 encoding with MIME type detection for API attachments. Use when you need to prepare file attachments for the FreeAgent API or any other API that requires Base64-encoded files.