Gives coding agents a ready-made set of skills, slash commands, hooks and workflows for software engineering, covering eval runs, red-team test authoring and tool design for agents. Install it once and your agent gets these routines without you writing them.
@yeaight7Use when modifying agent config files, committing configuration changes, onboarding a repository with existing agent configs, or…
@yeaight7Use when designing tool definitions for a new agent or subagent, an agent shows high retry rates, ambiguous tool invocations, or…
@yeaight7Use when writing technical documentation that needs to be readable by both humans and AI models, converting existing docs to HADS…
@yeaight7Use when optimizing agent runtime loops, card packs, MCP session lifecycle, tool-call count, or multi-agent orchestration…
@yeaight7Use when diagnosing agent session history, interrupted tool loops, missing tool results, timing bottlenecks, or subagent trace…
@yeaight7Use when an agent has modified logic, API routes, or data-transformation code, a bug was just fixed and must not be reintroduced,…
@yeaight7Use when a working code path feels bloated, noisy, or over-abstracted, when asked to clean up or deslop AI-generated code, or…
@yeaight7Use when API documentation may have drifted from the implementation -- endpoints changed without a spec update, integration…
@yeaight7Use when a significant architectural choice is being finalized, revisited, or reversed -- technology selection, structural…
@yeaight7Use when a codebase carries over-engineered abstractions, unnecessary layers, or redundant logic that should be collapsed without…
@yeaight7Use when a Codex or generic local agent needs a focused second opinion from Claude CLI without MCP routing.
@yeaight7Use when a Claude Code agent needs to delegate a question, subtask, or review to a local Codex instance.
@yeaight7Specializes in structuring repository documentation to minimize context usage and improve agent navigation.
@yeaight7Strategic Architecture & Debugging Advisor (READ-ONLY)
@yeaight7Analyzes BigQuery SQL and dbt configurations to predict and reduce query costs. Identifies full table scans, poor partitioning,…
@yeaight7Diagnoses CI pipeline failures. Parses build logs, identifies root causes across linting, testing, and deployment stages, and…
@yeaight7Expert code review specialist with severity-rated feedback, logic defect detection, SOLID principle checks, style, performance,…
@yeaight7Reduce unnecessary complexity while preserving behavior, validation, and readability.
@yeaight7Reviews code for quality, security, and performance. Detects code smells, identifies vulnerabilities, and recommends maintainable…
@yeaight7Explores codebase and writes structured analysis documents. Spawned by map-codebase with a focus area (tech, arch, quality,…
@yeaight7Analytics engineer for warehouse-backed dbt projects on BigQuery. Implements dimensional models, dbt transformations,…
@yeaight7Dimensional modeling architect for dbt projects. Designs fact and dimension tables following Kimball methodology, plans model DAG…
@yeaight7Analytics engineer specializing in dbt projects on a cloud data warehouse. Implements dimensional models, dbt transformations,…
@yeaight7Isolate root cause from symptoms, reproduce failures, and propose the smallest high-confidence fix path.
@yeaight7Record a brief Architecture Decision Record (ADR) about a recent technical choice.
@yeaight7Audit a BigQuery SQL query or dbt model for potential cost traps before it hits production.
@yeaight7Run automated tests and build checks first, then agent code review. For each bug found, propose or document a regression test.
@yeaight7Use when a build, type check, or test suite is failing and needs to be unblocked with a minimal change.
@yeaight7Generate a comprehensive summary of recent CI runs and failing jobs
@yeaight7Run a systematic cleanup on the provided code to resolve smells, simplify complexity, and enforce best practices.
@yeaight7Review source files changed during a phase for bugs, security issues, and code quality problems
@yeaight7Isolate a bug report into a minimal, standalone reproduction script or test case.
@yeaight7Review or design a data pipeline architecture based on requirements
@yeaight7Build a new analytics feature or dbt model guided by business requirements and data exploration
@yeaight7Perform a technical debt audit on the specified components and generate a prioritized remediation roadmap.
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