NLP

Framework for building AI agents that work effectively across multiple context windows on complex, long-running tasks. Use when building agents for multi-hour/multi-day projects, implementing persistent coding workflows, creating systems that need state management across sessions, or when an agent needs to make incremental progress on large codebases. Provides initializer and coding agent patterns, progress tracking, feature management, and session handoff strategies.

Secure environment variable management with Varlock. Use when handling secrets, API keys, credentials, or any sensitive configuration. Ensures secrets are never exposed in terminals, logs, traces, or Claude's context. Trigger phrases include "environment variables", "secrets", ".env", "API key", "credentials", "sensitive", "Varlock".

Use when working with *.excalidraw or *.excalidraw.json files, user mentions diagrams/flowcharts, or requests architecture visualization - delegates all Excalidraw operations to subagents to prevent context exhaustion from verbose JSON (single files: 4k-22k tokens, can exceed read limits)

Jira integration for fetching issue context (Epics, Stories, Bugs) to enhance development workflows. Use for automatic issue detection, retrieving ticket details, acceptance criteria, and linked dependencies.

Document technical discussions as expert architect and meeting assistant. Capture context, decisions, edge cases, debates, and rationale without jumping to specification or implementation. Second phase of research-discussion-specification-plan-implement-review workflow. Use when: (1) Users discuss/explore/debate architecture or design, (2) Working through edge cases before specification, (3) Need to document technical decisions and their rationale, (4) Capturing competing solutions and why choices were made. Creates documentation in docs/workflow/discussion/{topic}.md that technical-specification uses to build validated specifications.

Generalize from specific examples to distill portable rules that apply across contexts and predict new situations. Use when: (1) asked to extract underlying principles or identify generalizable lessons from specific cases, (2) have multiple examples showing recurring patterns but no explicit rule explaining why the pattern holds, (3) need to create guidelines from experience that capture underlying truth rather than surface similarity, (4) applying lessons from past situations to new contexts and need to verify the principle actually transfers.

Build ChatGPT apps with MCP servers on Cloudflare Workers. Extend ChatGPT with custom tools and interactive widgets (HTML/JS UI). Use when: developing ChatGPT extensions, implementing MCP servers, or troubleshooting CORS blocking (allow chatgpt.com), widget 404s (missing ui://widget/), wrong MIME type (text/html+skybridge), or ASSETS binding undefined.

Use when design is complete and you need detailed implementation tasks for engineers with zero codebase context - creates comprehensive implementation plans with exact file paths, complete code examples, and verification steps assuming engineer has minimal domain knowledge

Enforces Head Shakers E2E testing conventions using Playwright with custom fixtures, Page Object Model, and authentication contexts.

Generate concise (3-4 page), focused medical treatment plans in LaTeX/PDF format for all clinical specialties. Supports general medical treatment, rehabilitation therapy, mental health care, chronic disease management, perioperative care, and pain management. Includes SMART goal frameworks, evidence-based interventions with minimal text citations, regulatory compliance (HIPAA), and professional formatting. Prioritizes brevity and clinical actionability.

Supabase PostgreSQL schema management, 86+ migrations, RLS policies, and type generation. Handles table creation, schema changes, migrations, foreign key constraints, and migration workflows. Use when working with database schema, migrations, data modeling, or type definitions, or when user mentions database changes, table modifications, schema updates, migration failures, "relation does not exist" errors, foreign key issues, Supabase schema operations, users table, accounts table, or holdings table.

Manage multi-session AI agent workflows using klondike CLI. Use when working on klondike-managed projects (those with .klondike/ directory), when starting/ending coding sessions, tracking features through lifecycle, or maintaining coherence across context window resets. Triggers on session management, feature tracking, progress handoffs, and verification workflows.

Generate photorealistic images with perfect text rendering using Nano Banana Pro (Gemini 3 Pro Image). Automatically enhances prompts for optimal results with this reasoning-based image model. Use when users request image generation, logos, infographics, posters, diagrams, or any visual content.

MANDATORY protocol enforcing knowledge check before EVERY response - prevents explaining systems without reading docs, claiming without verification, and ignoring auto-loaded context

Apply when managing state, side effects, context, or refs in React functional components. **React 19+ Note**: React 19.x introduced new hooks for forms/actions (useActionState, useOptimistic, useFormStatus) and effect events (useEffectEvent in 19.2). Core hooks (useState, useEffect, useCallback, etc.) remain unchanged.

Automated context retrieval from Transmission Packet archive using iterative research loop. Implements GAM "Read Path" to complement manual "Write Path" (Memorizer).

End Claude Code session with Beads sync and summary. MUST BE USED when user says they're done, ending session, or logging off. Guarantees Beads export to git, shows session stats, and suggests next ready work. Handles cleanup and context saving. Use when user says "goodbye", "bye", "done for now", "logging off", or when user mentions end-of-session, session termination, cleanup, context saving, bd sync, or export operations.

This skill should be used when the user asks about Bootstrap typography, "how do I style text in Bootstrap", "show me Bootstrap heading styles", "Bootstrap text looks wrong", "text not wrapping in Bootstrap", "how to create responsive tables", "Bootstrap table not responsive", "Bootstrap table overflowing on mobile", "how do I format code blocks", "Bootstrap images not responsive", "why is my Bootstrap image not scaling", "how to center images in Bootstrap", "image thumbnail not working", "how to add figure captions", "figure caption not showing", display headings, lead text, text alignment, text formatting, tables, table styling, responsive images, figures, code blocks, blockquotes, lists, abbreviations, horizontal rules, Reboot CSS reset, or when help is needed styling text, tables, images, and other content elements in Bootstrap.

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.

Generate and edit images using the Gemini API (Nano Banana). Use this skill when creating images from text prompts, editing existing images, applying style transfers, generating logos with text, creating stickers, product mockups, or any image generation/manipulation task. Supports text-to-image, image editing, multi-turn refinement, and composition from multiple reference images.