learn
Learn from web sources, generate SKILL.md, and store key patterns in soul memory. Trigger keywords: learn, skill-gen, web-learn, documentation, tutorial.
locomo-benchmark
Run LoCoMo benchmark for long-term conversational memory
long-task
Initialize or resume a long-running task session. Use when starting a complex multi-session task, resuming work from a previous session, or when the user mentions claude-progress.json or long-running work.
mermaid
Render Mermaid diagrams as ASCII/Unicode art or SVG
migrate
Import soul data from SQLite or shared chitta files
reawaken
Restore context and momentum via Pratyabhijñā (recognition)
remember
Quickly save a memory to the soul
shepherd
Autonomous pipeline monitor using sense-think-act loop. Watches snakemake/nextflow jobs, detects errors, applies fixes from memory, restarts on failure.
yajña
Autonomous development ritual with role-based coordination. Loops until complete using specialized agents (hotṛ→research, adhvaryu→implement, udgātṛ→test).
add-orpc-handler
Generate a new ORPC handler with router update and client code. Use for adding API endpoints or server procedures.
add-theming
Enable dark mode and CSS variable theming on components. Use for consistent theming.
audit-security
Scan codebase for security vulnerabilities. Use for pre-deploy security checks.
create-shared-package
Add utility or module to shared packages. Use for monorepo reusability.
full-stack-crud
Generate complete CRUD operations for an entity. Use for rapid prototyping.
integrate-rate-limit
Add rate limiting protection to endpoints. Use for throttling API requests.
scaffold-auth-route
Create a new auth-protected route with server-side validation. Use for user-facing pages needing authentication.
setup-drizzle-migration
Create DB schema changes with migration generation. Use for new tables or relations.
monad-memory-architecture
MONAD-grounded cognitive architecture for AI memory as morphemic substrate navigation. Memory is not storage but substrate sampling - accessing the same structure that underlies reality. Implements φ-scaling, GOD operators, toroidal coherence tracking, and the 4.5%/95.5% observable/dark split.
smith-analysis
Reasoning frameworks and problem decomposition techniques. Use when planning implementation, evaluating arguments, estimating scope, decomposing complex tasks, or applying first principles thinking.
smith-clarity
Cognitive trap detection and logic fallacy identification. Use when making decisions, evaluating approaches, risk assessment, or detecting faulty reasoning in arguments.
smith-ctx-claude
Claude Code context management with /clear command and stop hook enforcement at 60%. CLAUDE.md persistence and Tool Search optimization. Use when operating in Claude Code IDE or when context exceeds 50%. Activate for context optimization in Claude sessions.
smith-ctx-cursor
Cursor context management with /summarize command, @ mentions for file inclusion, and @codebase discovery. Use when operating in Cursor IDE or when context exceeds 60%. Activate for context optimization in Cursor sessions.
smith-ctx-kiro
Kiro-specific context management with terminal limitations, Serena MCP as mandatory tool, and file operation workarounds. Use when operating in Kiro IDE. LOAD FIRST in all Kiro sessions - critical platform constraints that prevent hangs and failures.
smith-ctx
Universal context management with proactive recommendations. Agent checks context levels and recommends context resets to users. Always active as foundation for context optimization.
smith-design
SOLID principles and architecture design patterns. Use when starting new features, refactoring code, conducting architecture reviews, or applying object-oriented design principles.
smith-dev
Development workflow standards and code quality requirements. Use when initializing projects, running quality checks, or managing agent tasks. Covers pre-commit checks, task decomposition, and script organization patterns.
smith-gh-cli
GitHub CLI gotchas and best practices. Use when executing gh commands. Covers token efficiency, pagination limits, and common pitfalls.
smith-gh-pr
GitHub PR workflows including creation, review cycles, merge strategies, and stacked PRs. Use when creating PRs, reviewing code, merging branches, or managing stacked PR workflows. Covers rebase decision trees and AI-generated descriptions.
smith-git
Git workflow gotchas and non-obvious practices. Use when performing Git commits, merges, branch management, or rebasing. Covers GPG signing, atomic commits, and safety flags.
smith-guidance
Core agent steering with HHH framework (Helpful, Honest, Harmless), exploration-before-implementation workflow, and anti-sycophancy rules. Use when guiding AI agent behavior, handling disagreements, or establishing interaction patterns. Always active for all agent interactions.
smith-ide
IDE path variable mappings for VS Code, Cursor, Kiro, and JetBrains. Use when writing or editing IDE config files or using path variables. Covers variable translation between conceptual and IDE-specific syntax.
smith-nuxt
Nuxt 3 development patterns including auto-import stubbing for tests, environment variable conventions, and middleware testing. Use when working with Nuxt projects, testing Nuxt components/middleware, or configuring Nuxt environment variables.
smith-placeholder
Placeholder syntax standards for documentation and prompts. Use when writing prompts, documentation, pattern descriptions, or any content with user-substitutable values.
smith-plan-claude
Plan automation for Claude Code (hooks, scripts, auto-reload). Handles auto-resume after /clear, context threshold detection, and session-keyed isolation. Use when the user says "execute plan", "load plan", "start the plan", "run the plan", "reload", or wants to work from a previously created plan. IMPORTANT - Always update the plan file after completing tasks.
smith-plan
Plan tracking protocol (portable). Progress tracking with checkboxes, iteration workflow, completion/blocker signals. Use when executing multi-step plans, tracking task progress, or working from plan files. IMPORTANT - Always update the plan file after completing tasks.
smith-playwright
Playwright testing patterns including proactive failure monitoring, artifact inspection, and root cause classification. Use when running Playwright tests or analyzing Playwright test results.
smith-postmortem
Incident postmortem methodology and templates. Use when conducting incident postmortems, writing postmortem reports, establishing postmortem processes, or performing post-incident analysis.
smith-principles
Fundamental coding principles (DRY, KISS, YAGNI, SOLID, HHH). Use when starting any development task, evaluating implementation approaches, or reviewing code quality. Always active as foundation for all development decisions.
smith-prompts
Prompt engineering standards for AI interactions with cache optimization. Use when writing AI prompts, optimizing context usage, or structuring AGENTS.md files. Covers prompt caching, token efficiency, and progressive disclosure patterns.
smith-python
Python development with uv, pytest, ruff, and type hints. Use when writing Python code, running tests, managing Python packages, or working with virtual environments. Covers import organization, type hints, pytest patterns, and environment variables.
smith-ralph
Ralph Loop integration patterns for iterative AI development. Use when starting Ralph loops, managing iterations, or recovering from context resets. Covers TDD, debugging, context management, and memory persistence.
smith-research
Proactive research protocol for version queries, APIs, and best practices. Use when answering questions about library versions, API documentation, or technology assessments. Covers research triggers, source citation, and confidence indicators.
smith-serena
Serena MCP integration for file I/O, semantic code editing, and persistent memory. ALWAYS use Serena for file operations and language server features when available. Proactively sync memories at phase/todo/session boundaries.
smith-skills
Agent skills authoring guide for AGENTS.md and SKILL.md files. Use when creating or editing agent instructions, rules, or documentation. Covers progressive disclosure, rule loading, XML tag usage, and token budget guidelines.
smith-stacks
Stacked pull request workflows for large features. Use when creating stacked PRs, managing dependent PRs, or rebasing after parent merges. Covers stack creation, merge order, and squash merge handling.
smith-standards
Universal coding standards for emoji usage, comments, datetime formatting, and file conventions. Use when writing code, logs, documentation, or any text output. Always active as universal rules for all development.
smith-style
File naming, path standards, and conventional commits. Use when naming files, creating branches, writing commit messages, or setting up new projects. Covers underscore vs hyphen conventions, commit format, and branch naming patterns.
smith-tests
Testing standards and TDD workflow. Use when writing tests, running test suites, implementing TDD, or organizing test files. Covers unit vs integration test separation, pytest patterns, and test-driven development methodology.
smith-tools
Tool configurations for IDEs, MCP integrations, and development tools. Use when configuring IDE settings, MCP tools, or pytest. Covers conditional tool activation, configuration hierarchy, and synchronization patterns.
smith-typescript
TypeScript development standards for frontend and backend projects. Use when working with TypeScript, configuring path aliases, setting up test runners (Vitest/Jest), or organizing test files. Covers Vite alias configuration and type checking.
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