optimization-mission-playbook
SolidDomain playbook for optimization missions — any task whose goal is to move a metric: performance, latency, throughput, memory, cost, score, quality, compression, ranking, solver, model/eval, and similar metric-improvement work. Defines how to think about and run an optimization mission: establishing the ground truth, trusting the measurement, profiling to the dominant cost, estimating the ceiling, generating and pruning disposable hypotheses, exploring cheaply before verifying expensively, guarding against metric gaming and overfitting, reasoning about correctness and trade-offs, and stopping on evidence.
Install
Quality Score: 86/100
Skill Content
Details
- Author
- Intelligent-Internet
- Repository
- Intelligent-Internet/zenith
- Created
- 3 months ago
- Last Updated
- 2 weeks ago
- Language
- Python
- License
- Apache-2.0
Similar Skills
Semantically similar based on skill content — not just same category
engineering-mission-playbook
Use when planning or replanning engineering missions that create, change, port, migrate, integrate, or preserve durable codebase behavior across UI, API, CLI, background jobs, data/migrations, libraries, or operator workflows. Defines investigation, scope inventory, coherent VAL-* contracts, evidence floors, multi-target task topology, engineering validation, root-cause patching, and durable guidance. For pure metric search, use optimization-mission-playbook instead.
optimization
Measure-first performance optimization playbook — profiling discipline, bottleneck triage (CPU/memory/I/O), caching layers, and the algorithm/DB/frontend/network fix patterns. Use when the user reports something is slow ("dashboard takes forever", "API is laggy", "bundle is 2MB", "memory keeps growing"), asks to profile, benchmark, reduce latency/bundle-size, or fix N+1 queries — and to interpret the output of the /forge:optimize command or the `performance` agent.
optimize
Minimal codex-native optimization loop. Use for metric-driven improvements with guardrails and measurable gates.