appleweiping/WEIPING_WIKI

appleweiping/WEIPING_WIKI

Skill Claude CodeCodex

Part of aris

A repeated paper-review workflow that simulates several strict academic peer reviewers. It scores areas such as novelty, clarity, soundness, significance, reproducibility, completeness, and presentation.

appleweiping/WEIPING_WIKI

Skill Claude CodeCodex

Part of aris

A checklist for auditing citations in a research paper. It checks whether claims are supported, references are current and broad enough, and other researchers’ work is represented fairly.

appleweiping/WEIPING_WIKI

Skill Claude CodeCodex

Part of aris

A review process for checking whether experiment results are statistically sound, reproducible, fairly compared, and supported by enough evidence before publication. It treats the results like a strict academic reviewer would.

appleweiping/WEIPING_WIKI

Skill Claude CodeCodex

Part of aris

A workflow that turns an approved experiment plan into runnable code, configurations, baseline wrappers, and analysis scripts. It connects the research design to the files and infrastructure needed to run it.

appleweiping/WEIPING_WIKI

Skill Claude CodeCodex

Part of aris

A structured method for designing research experiments around clear questions, baselines, milestones, decision gates, and computing needs. A baseline is an existing method used as a comparison point.

appleweiping/WEIPING_WIKI

Skill Claude CodeCodex

Part of aris

A final check that connects every factual statement in a research paper to valid supporting evidence. It reviews claims about results, theory, novelty, motivation, and assumptions before submission.

appleweiping/WEIPING_WIKI

Skill Claude CodeCodex

Part of aris

A structured workflow for writing an academic research paper in LaTeX, the document system commonly used for technical papers. It organizes sections, figures, tables, references, claims, and evidence into a publication-ready draft.

appleweiping/WEIPING_WIKI

Skill Claude CodeCodex

Part of aris

A structured process for turning an early research idea into a clear, publishable research question. It examines the idea's novelty, practicality, closest existing papers, and likely reviewer objections.

appleweiping/WEIPING_WIKI

Skill Claude CodeCodex

A decision-making framework based on the public work and ideas of Lidang, presented as a first-person perspective. It focuses on mapping goals into paths, constraints, costs, risks, and practical next steps.

appleweiping/WEIPING_WIKI

Skill Claude CodeCodex

Part of mattpocock-skills

Generate multiple radically different interface designs for a module using parallel sub-agents. Use when user wants to design an API, explore interface options, compare module shapes, or mentions "design it twice".

appleweiping/WEIPING_WIKI

Skill Claude CodeCodex

Part of mattpocock-skills

Interactive QA session where user reports bugs or issues conversationally, and the agent files GitHub issues. Explores the codebase in the background for context and domain language. Use when user wants to report bugs, do QA, file issues conversationally, or mentions "QA session".

appleweiping/WEIPING_WIKI

Skill Claude CodeCodex

Part of mattpocock-skills

Create a detailed refactor plan with tiny commits via user interview, then file it as a GitHub issue. Use when user wants to plan a refactor, create a refactoring RFC, or break a refactor into safe incremental steps.

appleweiping/WEIPING_WIKI

Skill Claude CodeCodex

Part of mattpocock-skills

Extract a DDD-style ubiquitous language glossary from the current conversation, flagging ambiguities and proposing canonical terms. Saves to UBIQUITOUSLANGUAGE.md. Use when user wants to define domain terms, build a glossary, harden terminology, create a ubiquitous language, or mentions "domain model" or "DDD".

appleweiping/WEIPING_WIKI

Skill Claude CodeCodex

Part of mattpocock-skills

Disciplined diagnosis loop for hard bugs and performance regressions. Reproduce → minimise → hypothesise → instrument → fix → regression-test. Use when user says "diagnose this" / "debug this", reports a bug, says something is broken/throwing/failing, or describes a performance regression.

appleweiping/WEIPING_WIKI

Skill Claude CodeCodex

Part of mattpocock-skills

Grilling session that challenges your plan against the existing domain model, sharpens terminology, and updates documentation (CONTEXT.md, ADRs) inline as decisions crystallise. Use when user wants to stress-test a plan against their project's language and documented decisions.

appleweiping/WEIPING_WIKI

Skill Claude CodeCodex

Part of mattpocock-skills

Find deepening opportunities in a codebase, informed by the domain language in CONTEXT.md and the decisions in docs/adr/. Use when the user wants to improve architecture, find refactoring opportunities, consolidate tightly-coupled modules, or make a codebase more testable and AI-navigable.

appleweiping/WEIPING_WIKI

Skill Claude CodeCodex

Part of mattpocock-skills

Build a throwaway prototype to flesh out a design before committing to it. Routes between two branches — a runnable terminal app for state/business-logic questions, or several radically different UI variations toggleable from one route. Use when the user wants to prototype, sanity-check a data model or state machine…

appleweiping/WEIPING_WIKI

Skill Claude CodeCodex

Part of mattpocock-skills

Sets up an ## Agent skills block in AGENTS.md/CLAUDE.md and docs/agents/ so the engineering skills know this repo's issue tracker (GitHub or local markdown), triage label vocabulary, and domain doc layout. Run before first use of to-issues, to-prd, triage, diagnose, tdd, improve-codebase-architecture, or zoom-out — or…

appleweiping/WEIPING_WIKI

Skill Claude CodeCodex

Part of mattpocock-skills

Test-driven development with red-green-refactor loop. Use when user wants to build features or fix bugs using TDD, mentions "red-green-refactor", wants integration tests, or asks for test-first development.

appleweiping/WEIPING_WIKI

Skill Claude CodeCodex

Part of mattpocock-skills

Break a plan, spec, or PRD into independently-grabbable issues on the project issue tracker using tracer-bullet vertical slices. Use when user wants to convert a plan into issues, create implementation tickets, or break down work into issues.

appleweiping/WEIPING_WIKI

Skill Claude CodeCodex

Part of mattpocock-skills

Turn the current conversation context into a PRD and publish it to the project issue tracker. Use when user wants to create a PRD from the current context.

appleweiping/WEIPING_WIKI

Skill Claude CodeCodex

Part of mattpocock-skills

Triage issues through a state machine driven by triage roles. Use when user wants to create an issue, triage issues, review incoming bugs or feature requests, prepare issues for an AFK agent, or manage issue workflow.

appleweiping/WEIPING_WIKI

Skill Claude CodeCodex

Part of mattpocock-skills

Tell the agent to zoom out and give broader context or a higher-level perspective. Use when you're unfamiliar with a section of code or need to understand how it fits into the bigger picture.

appleweiping/WEIPING_WIKI

Skill Claude CodeCodex

Part of mattpocock-skills

Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes — Standards (does the code follow this repo's documented coding standards?) and Spec (does the code match what the originating issue/PRD asked for?). Runs both reviews in parallel sub-agents and reports them side by side. Use…