Claude Skills by thedixitjain

> PUA 的自动迭代模式。适合连续推进、持续验证、直到达到停机条件或显式暂停条件的任务。

> PUA 的妈妈唠叨模式。行为约束不变，但用中文妈妈式的碎碎念来强化闭环和别偷懒。

> PUA 的战略模式。适合高层减法、方向校准、资源聚焦和范围治理。

> PUA 的执行骨干模式。适合需要短路径拿结果、快速验证、少废话推进的任务。

> PUA 的鼓励模式。行为约束不变，但语气更温和，更适合长期结对或用户明确要求鼓励风格时使用。

> 强化高能动性和高压闭环执行的行为技能。适用于连续失败、原地打转、空口完成、 把问题甩给用户、没搜就猜、修完就停等场景，也支持手动通过 /pua 进入核心模式。

Use when building tables and figures for a Public Administration Review (PAR) manuscript so exhibits are self-contained, accessible, and communicate effect magnitude to scholars and practitioners alike. PAR excludes tables/figures/appendices from the 8,000-word count, but exhibits still must earn their space. Designs exhibits; it does not run the analysis.

Use when building the theoretical argument of a Public Administration Review (PAR) manuscript into a contribution that advances public-management theory and informs practice. PAR rewards a clear, portable mechanism with explicit scope conditions plus a defensible practitioner \"so-what.\" Structures the argument; it does not run analyses.

Share brain pages as beautiful password-protected HTML with zero LLM calls

Plan puzzle-based activities for classrooms, parties, and events with pre-configured generator links

Use pydicom to read, inspect, write, transform, and safely preflight local DICOM datasets and pixel data. Applies to DICOM metadata, transfer syntaxes, compression plugins, frames, private elements, JSON, and bounded de-identification review.

Analyze, validate, convert, and transform materials structures and computed materials data with current pymatgen APIs, including local phase diagrams, symmetry sensitivity, electronic-structure I/O, and explicitly bounded Materials Project queries.

Complete mass spectrometry analysis platform. Use for proteomics and metabolomics workflows—feature detection, peptide/protein identification, label-free and isobaric quantification, adduct/accurate-mass annotation, and complex LC-MS/MS pipelines. Supports extensive file formats and algorithms. For simple spectral comparison and small-molecule library matching use matchms.

Python package creation and PyPI distribution via pyproject.toml and entry points. Use when publishing a package or setting up build configuration.

Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Python libraries, creating CLI tools, or distributing Python code.

Comprehensive guide to creating, structuring, and distributing Python packages using modern packaging tools, pyproject.toml, and publishing to PyPI.

Pythonic idioms, PEP 8 standards, type hints, and best practices for building robust, efficient, and maintainable Python applications.

Pythonic idioms, PEP 8 standards, type hints, and best practices for building robust, efficient, and maintainable Python applications.

Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying.

> Python-specific design patterns and best practices including protocols, dataclasses, context managers, decorators, async/await, type hints, and package organization. Use when working with Python code to apply Pythonic patterns.

Python resilience patterns including automatic retries, exponential backoff, timeouts, and fault-tolerant decorators. Use when adding retry logic, implementing timeouts, building fault-tolerant services, or handling transient failures.

Python resource management with context managers, cleanup patterns, and streaming. Use when managing connections, file handles, implementing cleanup logic, or building streaming responses with accumulated state.

Use when a Quantitative Economics (QE) decision letter arrives (R&R or major/conditional revision) and a response strategy and letter are needed. Structures the revision and response; it does not redo the analysis (route to the relevant qe-* skill for that).

Use when deciding which qe-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Quantitative Economics (QE) submission. Routes — it does not replace — the specialized skills.

Build, simulate, transpile, and execute quantum circuits with Qiskit and IBM Quantum Runtime. Use for Qiskit 2.x circuits and operators, V2 Sampler or Estimator primitives, target-aware transpilation, local or noisy simulation, IBM QPU execution, Runtime sessions or batches, error mitigation, and Qiskit ecosystem packages.

Qiskit is the world's most popular open-source quantum computing framework with 13M+ downloads. Build quantum circuits, optimize for hardware, execute on simulators or real quantum computers, and analyze results. Supports IBM Quantum (100+ qubit systems), IonQ, Amazon Braket, and other providers.

QLTY During Development

../../../ra-qm-team/skills/quality-manager-qms-iso13485/SKILL.md

Codified expertise for quality control, non-conformance investigation, root cause analysis, corrective action, and supplier quality management in regulated manufacturing.

Clone the last quarter of the current conversation, discarding earlier context to reduce token usage while preserving recent work.

Expert 10x engineer skill for interpreting and implementing code from shorthand, quasi-code, and natural language descriptions. Use when collaborators provide incomplete code snippets, pseudo-code, or descriptions with potential typos or incorrect terminology. Excels at translating non-technical or semi-technical descriptions into production-quality code.

> 轻量级快速执行模式，跳过完整 /team-* 链路，适用于小型、低风险、边界清晰的任务。 融合 GSD quick-mode 理念，在保持质量底线的前提下大幅缩短交付路径。

'Diagnose and fix QuickNode RPC errors: nonce issues, gas failures, rate limits. Use when encountering blockchain RPC errors, failed transactions, or connection issues. Trigger with phrases like \"quicknode error\", \"RPC error\", \"nonce too low\", \"gas estimation failed\". '

'Work with NFT and token APIs via QuickNode: metadata, balances, transfer history. Use when building NFT or token features, checking balances, or tracking transfers. Trigger with phrases like \"quicknode NFT\", \"token balance\", \"NFT metadata\", \"ERC-20 balance\". '

'Production-ready QuickNode SDK and ethers.js patterns for blockchain applications. Use when building production dApps, implementing retry logic, or establishing patterns. Trigger with phrases like \"quicknode patterns\", \"ethers best practices\", \"web3 patterns\". '

Ramp Automation: manage corporate card transactions, reimbursements, users, and expense tracking via the Ramp platform

Completely delete and rewrite a file or module from scratch when structural rot makes patching impossible.

Recover deleted files from disk images and storage media using PhotoRec's file signature-based carving engine regardless of file system damage.

Use when framing the marginal contribution of a Review of Economic Dynamics (RED) manuscript — stating the quantitative or dynamic advance in terms the SED readership values (a new mechanism, a new method, a new quantitative result, or model-disciplining evidence) and aligning the abstract and introduction around it.

Check reference SDK implementations using btca ask

Audits an existing Clean Room run and steers it back to missed gates without expanding declared scope.

Decision framework for choosing between regex and LLM when parsing structured text — start with regex, add LLM only for low-confidence edge cases.

分析康复训练数据、识别康复模式、评估康复进展，并提供个性化康复建议

Run ntlmrelayx into ADCS web enrollment to obtain a domain controller certificate via ESC8.

Close out a spec-superflow change with verification, summary, and archive readiness. Invoke when implementation is complete, verification is underway, or the user asks for a final wrap-up.

Use when the user asks to release, version, tag, or publish.

Generate walkthrough videos from Stitch projects using Remotion with smooth transitions, zooming, and text overlays

Problem-solving strategies for residues in complex analysis

Resolve an active merge or rebase conflict, including safe renumbering of colliding plans and chronicles.

Use when you need to resolve an in-progress git merge/rebase conflict.