digital ghost

Scan .claude/ directory for security misconfigurations, exposed secrets, unsafe permissions

中文简介正在准备中。当前显示原文说明。

Django testing strategies with pytest-django, TDD methodology, factory_boy, mocking, coverage, and testing Django REST Framework APIs.

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Create handoff document for transferring work to another session

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Autonomous experiment loop: hypothesize > modify > test > evaluate > keep/discard > repeat. Run N experiments automatically with measurable metrics. Works for performance optimization, A/B testing, prompt engineering, and any measurable improvement task.

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Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents.

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Automatically extract reusable patterns from Claude Code sessions and save them as learned skills for future use.

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Pact consumer-driven contracts, provider verification, schema evolution

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Cloud cost optimization, token/API cost tracking, build time optimization, and FinOps patterns

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CTO-level advisory - build vs buy decisions, tech debt quantification, team scaling, ADRs, technology evaluation (RICE), budget planning, TCO, vendor management, DORA/SPACE metrics

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ETL/ELT patterns, batch vs streaming, idempotency, data quality framework, and pipeline orchestration

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Find unused functions and dead code in the codebase

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Systematic hook debugging workflow. Use when hooks aren't firing, producing wrong output, or behaving unexpectedly.

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Debug issues by investigating logs, database state, and git history

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Mathematically rigorous Socratic interview system that drives ambiguity below 20% before any code is written. One question per message, weighted ambiguity scoring, brownfield-aware, outputs a complete PRD. Replaces discovery-interview with a stricter protocol.

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Dependency graph visualization, circular dependency detection, CVE scanning, and license compliance

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Generate design systems with color palettes, typography, spacing scales, component tokens, and Tailwind config

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Figma-to-code translation, design tokens, spacing/typography scales, responsive breakpoints, and design system bridge patterns.

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PR size-based review depth, performance review checklist, architecture conformance checks, and framework-specific review patterns.

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Security-focused differential code review with blast radius analysis, risk-adaptive depth (DEEP/FOCUSED/SURGICAL), git history correlation, and structured finding format. Adapted from Trail of Bits. Use when reviewing PRs, commits, or code changes for security implications.

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Django architecture patterns, REST API design with DRF, ORM best practices, caching, signals, middleware, and production-grade Django apps.

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Mapping design, query optimization, aggregation patterns, index lifecycle management, and search relevance tuning.

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Email delivery infrastructure - DNS authentication (SPF/DKIM/DMARC), subdomain isolation, provider abstraction, template systems, bounce handling, warmup strategy, and deliverability monitoring.

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Environment Triage

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React error boundary hierarchy, fallback UI patterns, offline-first fallback, retry mechanisms, and graceful degradation.

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