Context optimization extends the effective capacity of limited context windows through strategic compression, masking, caching, and partitioning. The goal is not to magically increase context windows

When Truth Layer identifies a blocker:

When you discover a blocker:

Coordinate multi-section document creation by delegating to doc writer agents through VibeKanban task management. The coordinator (Chief of Staff) plans and monitors but never writes content directly.

Create a new version release with git tag and GitHub Release. Use when user asks to release, publish, create a new version, or ship a release. (project)

Convert meeting discussions into clear, actionable notes with tasks, decisions, and follow-ups fo...

Update all documentation in .plans, CLAUDE.md files, docs, and .tasks to match current codebase state. Use when user asks to update docs, refresh documentation, sync docs with code, or validate documentation accuracy.

Verify the junior can explain and defend every line of code they wrote. This gate BLOCKS completion if failed.

Converting markdown plans into beads (tasks with dependencies) and polishing them until they're implementation-ready. The bridge between planning and agent swarm execution. Includes exact prompts used.

Jeffrey Emanuel's comprehensive markdown planning methodology for software projects. The 85%+ time-on-planning approach that makes agentic coding work at scale. Includes exact prompts used.

SOLID principles adapted for functional and TypeScript-first development.

Use when facing 3+ independent failures that can be investigated without shared state or dependencies. Dispatches multiple Claude agents to investigate and fix independent problems concurrently.

Ensures proper cloud storage operations with retry logic, error handling, streaming, and efficient I/O patterns. Activates when users work with object_store for S3, Azure, or GCS operations.

Step-by-step tutorial for adding new CUDA kernels to FlashInfer

飞书邮箱 — draft, compose, send, reply, forward, read, and search emails; manage drafts, folders, labels, contacts, and attachments. Use when user mentions 起草邮件, 写一封邮件, 拟邮件, 草稿, 发通知邮件, 发送邮件, 发邮件, 回复邮件, 转发邮件, 查看邮件, 看邮件, 读邮件, 搜索邮件, 查邮件, 收件箱, 邮件会话, 编辑草稿, 管理草稿, 下载附件, 邮件文件夹, 邮件标签, 邮件联系人, 监听新邮件, draft, compose, send email, reply, forward, inbox, mail thread.

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Apply compaction, masking, and caching strategies

Plan and route Domain-Driven Design work from strategic modeling to tactical implementation and evented architecture patterns.

Manage Linear issues, projects, and teams

Node.js development principles and decision-making. Framework selection, async patterns, security, and architecture. Teaches thinking, not copying.

Automatically hunt for high-impact OSS contribution opportunities in trending repositories.

Create detailed 3-5 year financial model with revenue, costs, cash

Advanced vulnerability analysis principles. OWASP 2025, Supply Chain Security, attack surface mapping, risk prioritization.

Manage Git workflows including commits, branches, merges, and collaboration. Use when working with Git repositories, creating commits, managing branches, or resolving conflicts.

Front-end structural routing for mixed, ambiguous, high-noise inputs. Analyzes user inputs to determine the primary structural layer and routes to the appropriate handling layer before answering.

Implement saga patterns for distributed transactions and cross-aggregate workflows. Use when coordinating multi-step business processes, handling compensating transactions, or managing long-running workflows.

把当前项目一键推送到 GitHub，覆盖完整生命周期：

'Assess whether to escalate models. Use when evaluating reasoning depth.'

'Surface expert frameworks and methodologies. Use when: creating or evaluating skills, hooks, or agents.'

Execute implementation plans with progress tracking, checkpoint validation, and quality gates.

Assess decision reversibility and risk at critical checkpoints to determine whether full War Room escalation is warranted.

Before starting Phase 1, check whether aggregation is actually needed:

Provides AWS messaging patterns using AWS SDK for Java 2.x for SQS queues and SNS topics. Handles sending/receiving messages, FIFO queues, DLQ, subscriptions, and pub/sub patterns. Use when implementing messaging with SQS or SNS.

Provides AWS Secrets Manager patterns for AWS SDK for Java 2.x, including secret retrieval, caching, rotation-aware access, and Spring Boot integration. Use when storing or reading secrets in Java services, replacing hardcoded credentials, or wiring secret-backed configuration into applications.

Provides Event-Driven Architecture (EDA) patterns for Spring Boot — creates domain events, configures ApplicationEvent and @TransactionalEventListener, sets up Kafka producers and consumers, and implements the transactional outbox pattern for reliable distributed messaging. Use when implementing event-driven systems in Spring Boot, setting up async messaging with Kafka, publishing domain events from DDD aggregates, or needing reliable event publishing with the outbox pattern.

Pause and do a first-principles audit of recent work

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Recognize which awakening stage consciousness is navigating through. Use when diagnosing seeker development, identifying stage transitions, or recognizing readiness levels. Covers 7 stages from initial dissatisfaction through natural flow mastery.

**Version:** 1.0.0

Minimum viable security before shipping any web application. This is not exhaustive—it's the baseline that prevents obvious disasters.

Agora — Intelligent router for the full deliberation ecosystem. Analyzes your question, routes to the right Room, or lists all available rooms. 6 rooms, 31 thinkers, one entry point.

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