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roymondliao
GitHub creator profile

roymondliao

Repository-level view of 21 collected skills across 1 GitHub repositories.

skills collected
21
repositories
1
updated
2026-07-07
repository map

Where the skills live

Top repositories by collected skill count, with their share of this creator catalog and occupation spread.

repository explorer

Repositories and representative skills

codebase-map
software-developers

Use when entering a new project for the first time, or when the codebase has changed significantly — generates a yin-side codebase map with structural analysis and silent failure surface assessment

2026-07-07
fast-track
software-developers

Use when the user describes a small, low-risk change — bug fix with known cause, config change, dependency update, or small refactor under 100 lines

2026-07-07
implement
software-developers

Use when a plan with tasks exists and you need to execute implementation — requires index.yaml and tasks/ directory

2026-07-07
iteration
software-developers

Use when implement is complete and feature-level scar items need review — aggregates remaining scars across tasks, triages cross-task patterns, and fixes system-level rot before validate-and-ship

2026-07-07
planning
software-developers

Use when research/kickoff is complete and you need to create an implementation plan with specs, tasks, and acceptance criteria

2026-07-07
pre-thinking
software-developers

Use when research output is complete and planning would otherwise need to assume design, task-shape, structural boundaries, or evaluation details before implementation planning

2026-07-07
research
software-developers

Use when starting new feature work, investigating a problem, or when the user describes something they want to build — before any planning or implementation

2026-07-07
validate-and-ship
software-developers

Use when all implementation tasks are complete and you need to run validation, review failure budgets, and prepare for shipping — Step 0 is a security & privacy STOP gate that must pass before any other check

2026-07-07
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