sakuradairong

sakuradairong/omp-config

Skill Claude CodeCodex

A guide to formatting tool calls for DeepSeek V4 models, a family of AI models.

sakuradairong/omp-config

Skill Claude CodeCodex

Disciplined diagnosis loop for hard bugs and performance regressions. Reproduce → minimise → hypothesise → instrument → fix → regression-test. Use when user says "diagnose this" / "debug this", reports a bug, says something is broken/throwing/failing, or describes a performance regression.

sakuradairong/omp-config

Skill Claude CodeCodex

Expert guidance on Docker Compose V2 syntax, best practices, and common patterns for writing production-ready compose files.

sakuradairong/omp-config

Skill Claude CodeCodex

Handles all Golang testing tasks including running tests, writing new tests, and fixing test failures. Uses standard Go testing practices with mandatory testify library (github.com/stretchr/testify) for enhanced assertions using require for critical checks and assert for non-critical ones.

sakuradairong/omp-config

Skill Claude CodeCodex

Grilling session that challenges your plan against the existing domain model, sharpens terminology, and updates documentation (CONTEXT.md, ADRs) inline as decisions crystallise. Use when user wants to stress-test a plan against their project's language and documented decisions.

sakuradairong/omp-config

Skill Claude Code

Compact the current conversation into a handoff document for another agent to pick up.

sakuradairong/omp-config

Skill Claude CodeCodex

Find deepening opportunities in a codebase, informed by the domain language in CONTEXT.md and the decisions in docs/adr/. Use when the user wants to improve architecture, find refactoring opportunities, consolidate tightly-coupled modules, or make a codebase more testable and AI-navigable.

sakuradairong/omp-config

Skill Claude CodeCodex

Build a throwaway prototype to flesh out a design before committing to it. Routes between two branches — a runnable terminal app for state/business-logic questions, or several radically different UI variations toggleable from one route. Use when the user wants to prototype, sanity-check a data model or state machine…

sakuradairong/omp-config

Skill Claude CodeCodex

Test-driven development with red-green-refactor loop. Use when user wants to build features or fix bugs using TDD, mentions "red-green-refactor", wants integration tests, or asks for test-first development.

sakuradairong/omp-config

Skill Claude Code

Tell the agent to zoom out and give broader context or a higher-level perspective. Use when you're unfamiliar with a section of code or need to understand how it fits into the bigger picture.

sakuradairong/omp-config

Skill Claude CodeCodex

Use when developing, debugging, or fixing AstrBot plugins and encountering import errors, async generator issues, plugin loading failures, or configuration problems.

sakuradairong/omp-config

Skill Claude CodeCodex

You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.

sakuradairong/omp-config

Skill Claude CodeCodex

Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies.

sakuradairong/omp-config

Skill Claude CodeCodex

Design, implement, and audit inclusive digital products using WCAG 2.2 Level AA standards. Use this skill to generate semantic ARIA for Web and accessibility traits for Web and Native platforms (iOS/Android).

sakuradairong/omp-config

Skill Claude CodeCodex

Full-stack diagnostic for agent and LLM applications. Audits the 12-layer agent stack for wrapper regression, memory pollution, tool discipline failures, hidden repair loops, and rendering corruption. Produces severity-ranked findings with code-first fixes. Essential for developers building agent applications…

sakuradairong/omp-config

Skill Claude CodeCodex

Head-to-head comparison of coding agents (Claude Code, Aider, Codex, etc.) on custom tasks with pass rate, cost, time, and consistency metrics.

sakuradairong/omp-config

Skill Claude CodeCodex

Design and optimize AI agent action spaces, tool definitions, and observation formatting for higher completion rates.

sakuradairong/omp-config

Skill Claude CodeCodex

Structured self-debugging workflow for AI agent failures using capture, diagnosis, contained recovery, and introspection reports.

sakuradairong/omp-config

Skill Claude CodeCodex

Add x402 payment execution to AI agents with per-task budgets, spending controls, and non-custodial wallets. Supports Base through agentwallet-sdk and X Layer through OKX Payments / OKX Agent Payments Protocol.

sakuradairong/omp-config

Skill Claude CodeCodex

Build an evidence-backed ECC install plan for a specific repo by sorting skills, commands, rules, hooks, and extras into DAILY vs LIBRARY buckets using parallel repo-aware review passes. Use when ECC should be trimmed to what a project actually needs instead of loading the full bundle.

sakuradairong/omp-config

Skill Claude CodeCodex

Operate as an agentic engineer using eval-first execution, decomposition, and cost-aware model routing.

sakuradairong/omp-config

Skill Claude CodeCodex

Build persistent multi-agent operating systems on Claude Code. Covers kernel architecture, specialist agents, slash commands, file-based memory, scheduled automation, and state management without external databases.

sakuradairong/omp-config

Skill Claude CodeCodex

Engineering operating model for teams where AI agents generate a large share of implementation output.

sakuradairong/omp-config

Skill Claude CodeCodex

Regression testing strategies for AI-assisted development. Sandbox-mode API testing without database dependencies, automated bug-check workflows, and patterns to catch AI blind spots where the same model writes and reviews code.