yeaight7
- 117 skills
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- 10 hours ago last updated
- ▌ Skill Evaluation Workbench · yeaight7 bundleUse when designing, running, debugging, or hardening deterministic eval suites for agent skills, prompts, tool workflows, or MCP-backed cases.
- ▌ Structured Code Search MCP · yeaight7 bundleUse when designing or using MCP-backed structured code search with search, AST query, symbol inventory, and bounded extraction workflows.
- ▌ Agent Config Security Audit · yeaight7Use when modifying agent config files, committing configuration changes, onboarding a repository with existing agent configs, or running a periodic config hygiene check.
- ▌ Architecture Simplification · yeaight7Use when a codebase carries over-engineered abstractions, unnecessary layers, or redundant logic that should be collapsed without changing behavior.
- ▌ Dispatching Parallel Agents · yeaight7Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
- ▌ Review Comment Style Mining · yeaight7 bundleUse when mining PR review comments and text diffs for reusable writing, documentation, tone, and editorial improvement patterns.
- ▌ Subagent Team Orchestration · yeaight7Use when a task is too large or too mixed for one agent -- it splits into research, planning, implementation, review, and verification stages, needs different specialties, or has parallelizable branches that still share dependencies.
- ▌ Training Pipeline Debugging · yeaight7Use when an ML training run fails or misbehaves -- NaN losses, out-of-memory errors, shape mismatches, or a model that cannot fit even a single batch.
- ▌ Autonomous Delivery Pipeline · yeaight7Use when the user wants end-to-end autonomous execution from a brief idea to working, verified code -- multi-phase work spanning requirements, planning, implementation, QA, and validation. Not for brainstorming, single focused changes, or quick fixes.
- ▌ Memory Optimization Workflow · yeaight7Use when deciding the lowest-cost context path for a mixed corpus, especially when choosing among direct reading, helper conversion, graph build, graph update, or graph query.
- ▌ Naming And Structure Cleanup · yeaight7Use when naming conventions or file structure drift across a project and need to be made consistent without changing business logic.
- ▌ Semantic Layer Change Review · yeaight7Use when a change touches dbt semantic models, metrics, saved queries, or other semantic-layer YAML -- especially when an existing metric's expression, aggregation, filters, or dimensions are modified.
- ▌ Strategic Context Compaction · yeaight7Use when deciding whether to compact agent context -- the window is filling up, you are about to switch from one phase to another (research, planning, implementation, debugging), a failed approach left dead-end reasoning, or a previous mid-task compaction lost critical state.
- ▌ Architecture Decision Records · yeaight7Use when a significant architectural choice is being finalized, revisited, or reversed -- technology selection, structural patterns, or trade-offs that future maintainers or agents might unknowingly undo.
- ▌ Dbt Incremental Strategy Audit · yeaight7Use when reviewing a new or changed dbt incremental model -- the strategy looks over-engineered, rebuild or delete behavior is unclear, or the model deviates from how the rest of the repo handles incrementals.
- ▌ Finishing A Development Branch · yeaight7Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup
- ▌ Verification Before Completion · yeaight7Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always