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dzhng

@dzhng

dzhng

GitHub profile
Skills
30
GitHub stars
1.5k
Installs
7.1k

Top skills by dzhng

64
dzhng

isometric-motion

Build animations and interactive elements (explainers, figures, hero visuals, step-through walkthroughs) in the crafted isometric "Anatomy" style, with many small precise solid parts…

Pack1.5k7.1kFrontend
62
dzhng

cinematic-shot

Shoot software UI like a film. A sequence of hero shots, each a steep, oblique, extreme close-up of the interface floating in black, with a razor-thin focal plane, a slow motivated camera…

Pack1.5k7.1kDesign
62
dzhng

explore-unknowns

Guide the user through a quadrant walk that maps the unknowns of a task — open by listing the known knowns, then work through known unknowns, unknown knowns, and unknown unknowns one stage…

Pack1.5k7.1kCoding
62
dzhng

ratchet-files

Ratchet source file size so every file stays small enough for an agent to read whole: find every file over a token budget, split oversized files by concept, and set up the pre-commit…

Pack1.5k7.1kCoding
61
dzhng

xiaohei-illustrations

Generate Ian-style Xiaohei illustrations for articles, posts, blogs, Notion documents, workflows, methods, processes, structures, states, metaphors, and opinions. Use when the user asks for…

Pack1.5k7.1kImages & art
60
dzhng

audit-decisions

Audit the decisions an implementing agent made, not its diff — a pure audit that traces the session's history into a decisions ledger, changes no code, and never blocks an unsupervised run…

Pack1.5k7.1kCoding
60
dzhng

audit-tests

Audit whether tests earn their maintenance cost and which suite owns each contract. Use when pruning redundant tests, investigating implementation coupling or test-only production hooks…

Pack1.5k7.1kTesting
60
dzhng

auto-research

Run fast, progressive experiments to map tunable parameters and their effects. Use when optimizing code, prompts, configurations, or other artifacts against a goal or benchmark, or when a…

Pack1.5k7.1kResearch
60
dzhng

claude

Use Claude Code as an independent `claude -p` subagent when the user explicitly asks for Claude, wants a second-agent opinion from Claude, or asks to delegate a well-scoped task to Claude…

Pack1.5k7.1kAI engineering
60
dzhng

close-spec

When a spec under specs// is done shipping (a write-spec build, or any planned task that produced a spec), archive it to specs/done/ and rewrite it from a build-plan into a durable…

Pack1.5k7.1kCoding
60
dzhng

code-review

Review changed code for naming, stale references, unnecessary complexity, and comment quality. Use after completing implementation work, before committing, or when the user asks to review…

Pack1.5k7.1kCode review
60
dzhng

codex

Use the local Codex CLI as an independent second agent. Two branches — (1) proactively run `codex review` for a second opinion after completing a substantive change, before presenting it as…

Pack1.5k7.1kCoding
60
dzhng

eval-skills

Eval and improve a skill against golden cases — run the target skill blind in a fresh, context-free subagent on each example input, grade the artifact against the expected outcome, and let…

Pack1.5k7.1kAI engineering
60
dzhng

implement-spec

Implement an existing spec through committed passes. Use for long or multi-pass specs that need maintenance checkpoints to periodically clean code, handoffs, priorities, and plan bloat…

Pack1.5k7.1kCoding
60
dzhng

launch-video

Make a showreel-grade motion-graphics launch video, with music, that introduces a CLI, library, or product from its repo. Use when asked for a launch, promo, sizzle, or showreel video, an…

Pack1.5k7.1kVideo
60
dzhng

marketing-pages

Best-practice rulebook for a marketing site's pages, organized by page class — campaign landers, product pages, programmatic SEO trees, editorial. Use when writing or updating a…

Pack1.5k7.1kMarketing
60
dzhng

write-skills

Create or revise agent skills. Use when adding a new skill file, renaming a skill, simplifying an existing skill, improving trigger descriptions, or deciding what belongs in a skill versus…

Pack1.5k7.1kWriting
60
dzhng

write-spec

Break large features into independently verifiable, human-reviewable slices under a feature directory in specs/. Use for risky or multi-step feature work that needs upfront questioning, API…

Pack1.5k7.1kWriting
60
dzhng

write-tests

Write tests that pin real behavior instead of implementation details, config values, or lucky samples. Use when adding tests for new behavior, writing a regression test, fixing a brittle or…

Pack1.5k7.1kTesting
59
dzhng

audit-agents

Audit or rewrite AGENTS.md so it holds only lasting principles. Run it only when the user asks for it by name; never invoke it on your own.

Pack1.5k7.1kCoding
59
dzhng

audit-performance

Audit and prioritize performance work through bounded-work and forward-progress checks. Use when asked to find performance issues, investigate freezes/500s/OOMs, review retries or polling…

Pack1.5k7.1kCoding
57
dzhng

eli5

Explain a technical spec or proposed change in plain language: what problem it solves, how the solution works, and every schema change.

Pack1.5k7.1kCoding
57
dzhng

port-features

Port a feature from an existing repository by copying its actual code and editing the copy, so its bug fixes and behavioral nuances survive, then naturalizing it to this project's names and…

Pack1.5k7.1kWriting
57
dzhng

write-docs

Write and edit project docs (README/markdown) as a glossary of principles, not a mirror of the code. Use when creating or revising a README; when a doc enumerates exact scenes, scenarios…

Pack1.5k7.1kWriting
56
dzhng

implement-spec-with-codex

Run [implement-spec](../implement-spec/SKILL.md) with Codex doing the implementation passes while you orchestrate, integrate, and review. Use when the user asks to implement a spec with…

Pack1.5k7.1kCoding
56
dzhng

renderer

Architecture rules for GPU rendering with TypeGPU/WebGPU. Use when adding or changing render passes, shaders, frame orchestration, GPU resources, culling, terrain, shadows, or visual…

Pack1.5k7.1kCoding
55
dzhng

find-overengineering

Find and roll back overengineering — protective code that solves an edge case of an edge case at the cost of far too much complexity, or careful migrations for a product with no users. Use…

Pack1.5k7.1kCoding
55
dzhng

find-state-machines

Find implicit state machines, where one lifecycle's state, transitions, and ownership are scattered across flags, effects, callbacks, and async work, and make them explicit. Use when…

Pack1.5k7.1kCoding
55
dzhng

handoff-spec

Hand a spec that is mid-implementation to another machine or another agent.

Pack1.5k7.1kCoding
54
dzhng

implement-spec-with-goal

Implement a spec using the harness's goal feature.

Pack1.5k7.1kCoding