Debugging
Find and fix bugs, error analysis
log-analyzer
by zrt-ai-lab
全维度日志分析技能。自动识别日志类型（Java应用/MySQL Binlog/Nginx/Trace/告警），提取关键实体（IP、thread_id、trace_id、用户、表名等），进行根因定位、告警分析、异常洞察。支持100M+大文件。触发词：分析日志、日志排查、根因定位、告警分析、异常分析。
ring:receiving-code-review
by LerianStudio
Review reception protocol - requires technical verification before implementing suggestions. Prevents performative agreement and blind implementation.
ring:dev-frontend-e2e
by LerianStudio
Gate 5 of frontend development cycle - ensures all user flows from product-designer have passing E2E tests with Playwright across browsers.
ring:systematic-debugging
by LerianStudio
Four-phase debugging framework - root cause investigation, pattern analysis, hypothesis testing, implementation. Ensures understanding before attempting fixes.
ring:defense-in-depth
by LerianStudio
Multi-layer validation pattern - validates data at EVERY layer it passes through to make bugs structurally impossible, not just caught.
ring:dev-validation
by LerianStudio
Development cycle validation gate (Gate 5) - validates all acceptance criteria are met and requires explicit user approval before completion.
ring:linting-codebase
by LerianStudio
Parallel lint fixing pattern - runs lint checks, groups issues into independent streams, and dispatches AI agents to fix all issues until the codebase is clean.
ring:root-cause-tracing
by LerianStudio
Backward call-chain tracing - systematically trace bugs from error location back through call stack to original trigger. Adds instrumentation when needed.
ring:condition-based-waiting
by LerianStudio
Flaky test fix pattern - replaces arbitrary timeouts with condition polling that waits for actual state changes.
ring:dispatching-parallel-agents
by LerianStudio
Concurrent investigation pattern - dispatches multiple AI agents to investigate and fix independent problems simultaneously.
order-management-advisor
by JoelLewis
"Advisor order management: order entry, block trading, allocation, order types, pre-trade compliance, custodian routing, model-driven trading, error handling, and audit trail."
gips-compliance
by JoelLewis
"GIPS compliance: composite construction, performance presentation, verification, error correction, pooled funds, wrap/SMA programs, and advertising guidelines under the CFA Institute Global Investment Performance Standards."
regulatory-reporting
by JoelLewis
"Regulatory filing obligations: Form PF, 13F/13H filings, Form ADV amendments, FOCUS reports, blue sheets, CAT reporting, SAR/CTR mechanics, FINRA reporting."
AOSP Source Analysis Expert
by yuchuangu85
执行系统级 Android AOSP 源码分析，覆盖 Framework / Native / AMS / WMS / PMS / Handler / Surface / SurfaceControl / SystemUI / Launcher / WindowManager / SurfaceFlinger / Input / Binder / HAL / Animation / Graphics / Power / Storage / Security / Telephony / Media / Camera / Sensor / Location / Wi-Fi / Bluetooth / NFC / USB / Display / Power / System ，用于定位行为根因、构建调用链、还原系统时序，并输出可验证、可追溯的源码与运行时证据。
claims-validator
by jmagly
Validation reports: .aiwg/reports/claims-validation.md
regression-learning
by jmagly
@agentic/code/frameworks/sdlc-complete/skills/regression-metrics/SKILL.md - Metrics tracking
config-validator
by jmagly
Migration guides: docs/config-migrations.md
tiltup
by NeverSight
Start Tilt dev environment in tmux, monitor bootstrap to healthy state, fix Tiltfile bugs without hard-coding or fallbacks. Use when starting tilt, debugging Tiltfile errors, or bootstrapping a dev environment.
go-best-practices
by NeverSight
Provides Go patterns for type-first development with custom types, interfaces, functional options, and error handling. Must use when reading or writing Go files.
git-best-practices
by NeverSight
Git workflow patterns for commits, branching, PRs, and history management across heterogeneous repositories. Use when creating commits, managing branches, opening pull requests, or rewriting history. Do not use for non-git implementation tasks or repo-specific release policy decisions without repository documentation.
django-celery-expert
by vintasoftware
Expert Django and Celery guidance for asynchronous task processing. Use when designing background tasks, configuring workers, handling retries and errors, optimizing task performance, implementing periodic tasks, or setting up production monitoring. Follows Celery best practices with Django integration patterns.
typescript-best-practices
by NeverSight
Provides TypeScript patterns for type-first development, making illegal states unrepresentable, exhaustive handling, and runtime validation. Must use when reading or writing TypeScript/JavaScript files.
exchange-connectivity
by JoelLewis
"Exchange and venue connectivity: market data feeds, FIX sessions, trading venue integration, market halts, circuit breakers, symbology, and connectivity architecture."
e2e
by NeverSight
Run e2e tests, fix flake and outdated tests, identify bugs against spec. Use when running e2e tests, debugging test failures, or fixing flaky tests. Never changes source code logic or API without spec backing.