Monitoring
Logging, metrics, and observability
yc-investor-memo
by imsurajj
Write a concise, professional monthly or quarterly investor update email in YC style. Use when the user asks to write, improve, or structure an investor update, progress email, or monthly report to shareholders.
matrix-calculus
by Victorrustless969
Matrix calculus tutorial and reference based on Jan R. Magnus' "A gentle introduction to matrix calculus". Provides tools, theorems, and worked examples for matrix differential calculus including trace, Kronecker product, vec operator, commutation matrix, duplication matrix, first and second derivatives, optimization, and applications in statistics and econometrics. Use when users ask about matrix derivatives, matrix differential calculus, optimization with matrices, Kronecker products, vec operators, or need help solving matrix calculus problems.
spring-framework-patterns
by Hack23
Apply Spring Framework best practices: dependency injection, transaction management, AOP for CIA services
bugfix-and-debug
by htooayelwinict
Diagnose errors and failing tests in Laravel + React + Python applications. Use when encountering bugs, exceptions, stack traces, 500 errors, TypeErrors, failing tests, or unexpected behavior. EXCLUSIVE to debugger agent.
ra-选题
by Pluviobyte
选题全生命周期调度：记录选题、深化选题、选题推荐、立项分发（视频/图文/文章/实操长片/多形态）、发布归档。 Use when the user says 灵感xx, 想法xx, 记录选题, 这个可以做个选题, 先存着这个链接, 深化选题/深化一下xx, 给我N个选题, 帮我出选题, 选题推荐, 立项, 做成视频, 制作视频, 做成文章, 制作文章, 做成图文, 制作图文, 做成实操长片, 图文视频文章都做/都分发, 我要自己出镜讲, xx发布了, xx要改; or when the user gives a link plus a target form (链接+制作视频/文章/图文). Owns the 00-选题池 card system: one topic = one card; user never moves files — this skill does.
ssl-checker
by kit101
SSL证书检查器是一个用于检查SSL证书有效期的agent技能，它可以检查指定域名的SSL证书是否即将过期，返回检查结果，使用mcp-email发送即将过期的警告邮件给订阅者。
azure-app-service-monitoring
by seligj95
Monitor Azure App Service applications with Application Insights, Log Analytics, alerts, and diagnostics. Use when setting up APM, configuring alerts, analyzing logs, creating dashboards, troubleshooting performance issues, or implementing availability tests.
openCLAW Manager
by cgk-platform
Profile paths are fixed: ~/.openclaw, ~/.openclaw-rawdog, ~/.openclaw-vitahustle.
commit-jira
by bohdan-shulha
Create and execute Git commits with a required JIRA-style subject and required body. Use when the user asks to commit changes, write commit messages, or prepare a clean commit and expects a ticket-prefixed subject. Always run a pre-commit safety guard first, abort on log files or untracked high-risk binary extensions, then stage with git add . -A.
debug-mode
by strantalis
Run an iterative, hypothesis-driven “debug mode” loop to diagnose and fix a bug using targeted instrumentation and log capture. Use when the user wants an interactive debug loop, when you need to quickly narrow a failure via added debug statements, or when you need a lightweight way to centralize logs from a repro run (via agent-skills debug server + SSE UI).
ab-test-setup
by slurpyb
When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," or "hypothesis." For tracking implementation, see analytics-tracking.
pet-stress-monitor
by AchengBusiness
"AI pet stress monitor. Automatically tracks psychological pressure from user messages across 6 dimensions (command, emotional, negative, overload, threat, boundary) and generates emotional pet responses. Use when: any conversation where you want to monitor user tone, when user says '/stress' or asks about AI pet pressure, stress test, or emotional state. Trigger: runs automatically on every user message for continuous monitoring."
install-mcpcat-typescript
by MCPCat
Use when integrating MCPCat analytics into a TypeScript MCP server, adding mcpcat to an existing TypeScript MCP project, setting up MCP server usage tracking, or when the user mentions mcpcat, MCPCat, or MCP analytics in a TypeScript context
jane-street-functional-trading
by copyleftdev
Build trading systems in the style of Jane Street, the elite market maker known for functional programming and intellectual rigor. Emphasizes OCaml, correctness by construction, real-time systems, and principled risk management. Use when building market making systems, pricing engines, or mission-critical financial software.
Backend Architect
by anorbert-cmyk
Backend Architect and Staff Engineer designing secure, scalable, modular systems with strong data modeling and observability.
scribe
by robdmc
Maintains a narrative log of exploratory work with file archives. Capabilities: (1) Log entries with propose-confirm flow, (2) Archive files linked to entries, (3) Restore archived files, (4) Query past work by time or topic, (5) Link related entries for thread tracking. Activates when user addresses "scribe" directly (e.g., "hey scribe, log this", "scribe, save this notebook", "scribe, what did we try yesterday?") or uses /scribe commands.
workclaw
by yousufjoyian
Work-only shortcut skill for exporting current terminal discussion to Google Drive and showing completion in the terminal Visual tab. Use when the user says "workclaw".
orchestration
by BaxterCooper
This skill should be used when orchestrating complex tasks, decomposing work into atomic units, dispatching to subagents, verifying outputs, or when discussing task verification and deviation tracking patterns.
gen-log-kline
by samuerio
"Generate LOG K-line artifacts from symbol + trade time by auto-resolving trade metadata from local trade CSV files."
SKILL.md — NeuroSec Technical Modules
by CodexClawd
Classification: INTERNAL USE ONLY_
kleur
by yusenthebot
The fastest Node.js library for formatting terminal text with ANSI colors~!. Use when: Super lightweight & performant; Supports nested & chained colors; Conditional color support. NOT for: production runtime logic; replacing static type checking.
sql
by kprsnt2
SQL and database best practices including query optimization, indexing, and schema design.
tail-logfiles
by carsten-j
Tail logfiles as a background task using docker logs. Use when you need to monitor docker container logs in real-time while working on other tasks.
class-validator
by yusenthebot
Decorator-based property validation for classes.. Use when: Validation errors; Validation messages; Validating arrays. NOT for: web browser UI rendering; server-side HTML generation.