davidYichengWei

48 mods across 2 repositories, 164 stars between them.

std-go

25

davidYichengWei/agentic-engineering-framework

Skill Claude CodeCodex

A Chinese-language set of Go coding rules based on Google's Go Style Guide. Go is a programming language, and the rules cover formatting, naming, errors, comments, control flow, dependencies, and project structure.

159 5mo ago A 32 tokens original MIT

davidYichengWei/agentic-engineering-framework

Skill Claude CodeCodex

A workflow for creating unit, integration, and performance tests from a specification or existing code. TDD, or test-driven development, is a style of working where tests help define the expected behavior before implementation.

159 5mo ago A 48 tokens original MIT

implementer

32

davidYichengWei/Agency

Agent

Implements code changes in an isolated context. Use for all implementation work — each task from tasks.md gets dispatched to an implementer. Independent tasks can run in parallel across multiple implementers.

5 4mo ago A 41 tokens original MIT

researcher

33

davidYichengWei/Agency

Agent

Read-only codebase exploration. Use when you need to investigate code architecture, trace call chains, analyze module dependencies, or gather context for planning and design. Returns summarized findings, not raw file contents.

5 4mo ago A 43 tokens original MIT

davidYichengWei/Agency

Agent

Use for reviewing low-level systems diffs (storage engines, distributed protocols, lock/memory/transaction code, critical runtime paths) where a change adds or modifies control-flow branches — allow-paths, fallbacks, type guards, nullability checks, trust boundaries exported to other subsystems. Best when subtle…

5 4mo ago A 134 tokens copy · 91% MIT

validator

39

davidYichengWei/Agency

Agent

Per-finding code-review validator. Dispatched in parallel (one per finding) after reviewers return. Reads the cited code fresh, attempts a concrete reproduction or cites an exact rule, and renders a verdict with a confidence score and an optional committable suggestion.

5 4mo ago A 54 tokens original MIT

davidYichengWei/Agency

Skill Claude CodeCodex

Collaborate with Claude (Anthropic Claude Code model) for cross-model review and parallel problem-solving. Supports two modes - review (Claude reviews your work) and parallel (both agents work independently then compare), with multi-round continuity by recording Claude's sessionid and resuming it.

5 4mo ago A 62 tokens original MIT

code-review

41

davidYichengWei/Agency

Skill Claude CodeCodex

Multi-agent code review aligned with ultrareview. Dispatches five specialist reviewers in parallel (perf, robustness, standards, spec, proof-obligations), then runs a per-finding validator pass that independently reproduces every finding before it reaches the report. Use when asked to perform a code review.

5 4mo ago A 63 tokens original MIT

codex-collaboration

42

davidYichengWei/Agency

Skill Claude CodeCodex

Collaborate with Codex (OpenAI GPT model) for cross-model review and parallel problem-solving. Supports two modes — review (Codex reviews your work) and parallel (both agents work independently then compare).

5 4mo ago A 48 tokens original MIT

planning

43

davidYichengWei/Agency

Skill Claude CodeCodex

Use this skill BEFORE starting any software engineering task that will span more than one step. It creates .agent/ /plan.md with goal, success criteria, and stepwise plan; presents the plan for approval; and drives execution step by step. Invoke when starting or resuming a new feature, investigative bug fix…

5 4mo ago A 219 tokens original MIT

process-cr-comments

44

davidYichengWei/Agency

Skill Claude CodeCodex

Process review comments on an MR, a design doc, or a spec — validate each finding independently with parallel validator subagents, apply fixes for the ones that hold up, and produce a reply report designed to earn reviewer sign-off. The report explains exactly how each confirmed issue was fixed, and for anything not…

5 4mo ago A 212 tokens original MIT

reflect

45

davidYichengWei/Agency

Skill Claude CodeCodex

Capture lessons that would make a similar future task faster, more accurate, or less error-prone, and suggest where each lesson should live (rule, skill, or memory) for human approval. Use proactively when you catch yourself making a wrong assumption, get corrected, hit a failure, or notice something non-obvious that…

5 4mo ago A 77 tokens original MIT

davidYichengWei/Agency

Skill Claude CodeCodex

Creates and fills spec.md sections 1-3 (background, goals, requirements) for new features and significant changes. Invoke when the task warrants a design doc — typically new features, significant refactors, or cross-module changes. Also triggered when the user explicitly asks to write a spec or clarify requirements.

5 4mo ago A 66 tokens original MIT

system-design

47

davidYichengWei/Agency

Skill Claude CodeCodex

Fills spec.md sections 4+ (design, alternatives, test plan, observability). Invoke after sections 1-3 are approved at Gate: Requirements Understanding. The agent researches the codebase, drafts the design, and presents at Gate: Solution Design for approval.

5 4mo ago A 58 tokens original MIT

task-planning

48

davidYichengWei/Agency

Skill Claude CodeCodex

Breaks a spec.md into an implementable task list (tasks.md) with dependencies, context, and acceptance criteria. Invoke after the design is approved at Gate: Solution Design, before starting implementation.

5 4mo ago A 44 tokens original MIT