status
Display current FIRE project status including intents, work items, and active runs.
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Display current FIRE project status including intents, work items, and active runs.
Break an intent into discrete, executable work items with complexity assessment and dependency validation.
Display current run status and progress. Shows work item, mode, duration, and files changed.
Plan the scope of a run by discovering available work items and suggesting groupings. Invoked before run-execute.
Generate design documents for Validate mode work items (Checkpoint 1). Required for high-complexity items.
Initialize a new FIRE project by detecting workspace type and setting up standards.
Review a project's PRs to check for issues detected in code review by Seer Bug Prediction. Use when asked to review or fix issues identified by Sentry in PR comments, or to find recent PRs with Sentry feedback.
デメテルの法則(最小知識の原則)に基づくコードレビューと設計支援。オブジェクトの連鎖呼び出し (Train Wreck)を検出し、直接の友人とのみ会話する設計へ変換する。結合度の低減と 変更容易性の向上を促進する。コードレ...
Full Sentry SDK setup for NestJS. Use when asked to "add Sentry to NestJS", "install @sentry/nestjs", "setup Sentry in NestJS", or configure error monitoring, tracing, profiling, logging, metrics, crons, or AI...
クリーンアーキテクチャを採用しているプロジェクト向けの設計・レビュー支援。4層構造(ドメイン層、 ユースケース層、インターフェースアダプタ層、インフラストラクチャ層)に基づく。特にインフラ層は 横断的関心事(ロギ...
CQRS(Command Query Responsibility Segregation)における一貫性・可用性・スケーラビリティの トレードオフ分析と設計判断を支援する。CAP定理に基づくCQRSの評価軸、イベントソーシングとの 組み合わせによる影響、読み書...
Configure ReinforceNow training runs with config.yml and train.jsonl. Use when setting up training configuration, choosing models, configuring RL algorithms, rollout settings, or training data format. Triggers...
Convert HuggingFace datasets to ReinforceNow format. Use when creating train.jsonl from HuggingFace datasets, formatting data for SFT or RL training, or writing reward functions for math datasets. Triggers on "...
Write reward functions for ReinforceNow RL training. Use when creating @reward decorated functions, writing rewards.py, using precondition rewards, sandbox rewards, or llm_judge. Triggers on "reward function",...
Write tool functions for ReinforceNow agent training. Use when creating @tool decorated functions, writing tools.py, defining function calling tools, or sandbox tools. Triggers on "@tool", "tools.py", "tool fun...
Use the ReinforceNow CLI for RLHF training. Use when running rnow commands, initializing projects, submitting training runs, testing rollouts, or downloading models. Triggers on "rnow", "rnow init", "rnow run",...
Write idiomatic Go with goroutines, channels, and interfaces. Use for Go development, concurrency, or performance.
Generate semantic codebase symbol map for precise code navigation. Use when starting work on unfamiliar codebase, before refactoring, or when you need to understand where classes/functions/interfaces are define...
Build React components, responsive layouts, and handle state management. Use for UI development, styling, or frontend performance.
Create new Claude Code skills with proper structure. Use when user wants to add a skill, create a slash command, or automate a workflow. Fetches official docs and guides through skill creation.
Create OpenAPI specs, SDK docs, and API documentation. Use for API documentation or client library generation.
Design GraphQL schemas, resolvers, and federation. Use for GraphQL API design or performance issues.
Security audits, vulnerability detection, and secure coding. Use for security reviews, auth implementation, or OWASP compliance.
Debug errors, test failures, and unexpected behavior. Use when encountering issues, error messages, or when something doesn't work as expected.
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.