optflow

Solid

Use when the user asks to discover and deliver repository optimization work end to end: identify performance/reliability/maintainability/security/dx/cost optimization points, prioritize by impact-effort-risk, then execute fixes step by step with continuous testing and explicit commit policy (`final_only`, `per_step`, `milestone`). Default to `per_step` for implementation work so each feature is tested then committed before the next feature. Supports optional BDD (Given/When/Then).

AI & Automation 204 stars 21 forks Updated 2 days ago MIT

Install

View on GitHub

Quality Score: 87/100

Stars 20%
77
Recency 20%
100
Frontmatter 20%
70
Documentation 15%
100
Issue Health 10%
80
License 10%
100
Description 5%
100

Skill Content

# Optflow ## Overview Use this skill to discover repository optimization opportunities and execute selected optimizations end to end: - Discover optimization points first (performance, reliability, maintainability, security, cost, DX). - Prioritize by impact/effort/risk. - Execute in strict sequence with validation and explicit commit policy. - Add BDD behavior specs when requested or when requirements are ambiguous. ## Trigger Cues Trigger this skill when the user asks for one or more of: - Ask to find optimization opportunities in a repository/library. - Ask for optimization roadmap + implementation. - Require test-first optimization delivery and commit (final or per step). - Require behavior-driven delivery (BDD) or acceptance scenarios. ## Workflow ### 0. Discover Optimization Backlog - Scan the repository before planning changes. - Classify findings into: performance, reliability, maintainability, security, developer experience, and cost. - For each finding, record: - symptom and evidence (file/path/metric) - expected impact - effort estimate - risk level - Build a prioritized backlog using impact/effort/risk. - Explicitly mark low-confidence findings as hypotheses. ### 1. Define Ready Criteria (DoR) > See shared delivery base: [`references/delivery-base.md`](./references/delivery-base.md) Additional for optflow: - If implementation is requested and commit style is not explicitly specified, use `per_step` (default). - If user says "per step optimize and...

Details

Author
majiayu000
Repository
majiayu000/spellbook
Created
6 months ago
Last Updated
2 days ago
Language
Python
License
MIT

Similar Skills

Semantically similar based on skill content — not just same category