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Use when writing Python code for DSGE models, HANK models, numerical economic computation, causal inference, or quantitative economic data analysis

orchestrator

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Finds a paper by title, author, or DOI, adds BibTeX to references.bib, and shows citation syntax. Use when adding a reference.

Captures tool versions, packages, and kernel info as a reproducibility record in notes/. Use when documenting the environment.

Writes a session handoff report to handoffs/ with project state, work done, decisions, and next steps. Use at session end or after significant work.

Slash commands are frequently-used prompts defined as Markdown files that Claude executes during interactive sessions. Understanding command structure, frontmatter options, and dynamic features enable

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context-status

Final submission gate combining full verification, score enforcement, and submission checklist.

Plan reproducible ML experiment runs with parameters and metrics tracking

Systematic prompt engineering methods for AI-assisted academic research workf...

8 finance skills. Trigger: financial modeling, market data, risk analysis, quantitative finance. Design: data sources, quantitative methods, and regulatory frameworks.

Apply linear algebra concepts to research computing and data analysis

Core methods for empirical social science research including surveys and expe...

Set up RSS feeds and alerts to track new publications in your research area

AI-powered scientific writing workflow from outline to polished draft

Checklist-driven academic English polishing and Chinglish correction

Iteratively polish code through successive quality passes run in fresh subagents.

Provides Python patterns for type-first development with dataclasses, discriminated unions, NewType, and Protocol. Must use when reading or writing Python files.

Python asyncio patterns for concurrent programming. Triggers on: asyncio, async, await, coroutine, gather, semaphore, TaskGroup, event loop, aiohttp, concurrent.

yolo

Compile all gathered knowledge into actionable intelligence. Validate hypotheses against evidence. Produce structured reports with traceable findings.

Criterios de evaluación para auditorías de funnel NGX, incluyendo checklist visual, UX, copy y conversión

Create and validate YAML diagram files. Use when writing new diagrams or troubleshooting YAML syntax.

This skill enables control of macOS applications and system functions through AppleScript execution via the `osascript` command.

Development standards for the Nathan n8n-Jira agent automation system.

Security architecture and implementation patterns. Use when designing

Map skills to proficiency levels using CEFR, Bloom's taxonomy, and DigComp frameworks. Use when designing skill progressions or assessing learner proficiency.

Create a thoughtful, supportive commit message from your staged changes.

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When the user asks about ClickUp synchronization or syncing roadmaps with ClickUp

When the user asks about roadmap planning, sprint planning, milestone estimation, or capacity planning

Hooks are event-driven automation scripts that execute in response to Claude Code events. Use hooks to validate operations, enforce policies, add context, and integrate external tools into workflows.

Add a new third-party dependency to the project following the version catalog and approval workflow.

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Strict TypeScript rules. Use when writing ANY TypeScript.

Use when the user needs to choose, prioritize, or make a go/no-go decision among options.

Transfer knowledge from source domains to novel target situations through structural mapping. Use when facing new markets, products, or situations where past experience provides relevant patterns. Produces adapted solutions with explicit mappings and context adjustments.

Execute evidence-based decision-making through 6-stage causal flow. Use for known processes, operational execution, and decisions with clear cause-effect chains.

Evaluate alternative scenarios by simulating interventions on past decisions or hypothetical futures. Use when assessing decisions in hindsight, planning scenarios, or comparing paths not taken. Produces comparative analysis with probability-weighted outcomes.

SOLID object-oriented design principles for maintainable code