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Logs

831 rows from 320 repositories

Reading what the system wrote down while nobody was watching.

What Logs skills agree on

331 skill files read, by 325 of the 341 authors on this shelf whose files we hold, 2026-09-06

The middle one of the 50 measured here is ~1.5k tokens long, counted with cl100k_base

Counted by distinct author, so one author publishing three of these counts once. Where a claim sits in fewer files than authors, that is said: a claim held by forty authors across three files is one file people copied, not forty people who agreed. Near-identical wordings are grouped and the other wordings are shown, so the grouping is yours to check.

What they tell the agent to do

  1. Use structured JSON logging32 of 325 in 30 filesalso worded as Use structured JSON logging in production; Write logs as structured JSON
  2. Link every alert to a runbook15 of 325 in 13 filesalso worded as Require a runbook for every alert; Link a runbook to every alert
  3. Alert on symptoms, not causes11 of 325 in 10 filesalso worded as Alert on symptoms rather than causes; Alert on user symptoms, not infrastructure causes
  4. Include correlation IDs in every log line10 of 325also worded as Include correlation IDs in logs; Include a correlation ID on every log line
  5. Propagate trace context across service boundaries9 of 325 in 8 filesalso worded as Propagate trace context at every service boundary; Propagate trace context across every service boundary
  6. Include request IDs for correlation8 of 325 in 6 filesalso worded as Assign a correlation ID to each request; Assign every request a correlation ID
  7. Include trace_id in every structured log entry8 of 325 in 7 filesalso worded as Inject trace ID into every log entry; Include TraceID and SpanID in every log entry
  8. Include request and user context in every log entry8 of 325also worded as include request_id, service, and level in every log entry; Include user, request, and operation context in logs
  9. Correlate logs and traces with shared trace ID7 of 325 in 6 filesalso worded as Add trace ID correlation to logs; Use correlation IDs across logs, metrics, and traces
  10. Record exceptions and set span status on errors7 of 325also worded as Record exceptions on the active span when errors occur; record exceptions and set error status on spans
  11. Confirm connection is ACTIVE before running workflows6 of 325 in 3 filesalso worded as confirm connection status is ACTIVE before running workflows
  12. Call RUBE_SEARCH_TOOLS first for current schemas6 of 325 in 3 filesalso worded as Call RUBE_SEARCH_TOOLS first for current tool schemas
  13. Back off on 429 responses6 of 325 in 3 filesalso worded as Implement backoff on 429 responses
  14. Add custom spans for business-critical operations6 of 325 in 5 filesalso worded as Add custom spans for significant business operations; Add custom spans for critical operations
  15. Redact sensitive data before logging6 of 325also worded as Redact tokens from URLs before logging; redact sensitive fields before logging

What they tell it not to do

  1. Never log passwords, tokens, or PII47 of 325 in 44 filesalso worded as Never log sensitive data like passwords, tokens, or PII; Never log passwords, tokens, or API keys
  2. Do not use string interpolation in logs20 of 325 in 17 filesalso worded as Never use string interpolation in logs; Never use string interpolation in log messages
  3. Never use console.log in production15 of 325also worded as Never use unstructured console logging in production; Never use console logging in server code
  4. Never log full request or response bodies13 of 325also worded as Never log request or response bodies; Do not log request or response bodies
  5. Never log PII12 of 325also worded as Never pass PII into log data; log PII or secrets
  6. Do not log expected conditions as ERROR8 of 325 in 7 filesalso worded as Do not log expected behavior like wrong passwords; Never log expected conditions at ERROR
  7. Do not create unbounded metric label cardinality8 of 325 in 7 filesalso worded as Do not use unbounded values as metric labels; Using unbounded values as metric labels
  8. Do not alert on every error7 of 325 in 5 filesalso worded as Do not alert on every individual error; Never alert on every error
  9. Do not log secrets6 of 325also worded as Never log secrets; Leak secrets through logs
  10. Do not log sensitive data unredacted6 of 325 in 5 filesalso worded as Never log sensitive data; Never log sensitive data directly

What they expect to be installed

  1. OpenTelemetry40 of 325 in 36 files
  2. grep34 of 325 in 33 files
  3. jq28 of 325
  4. curl24 of 325
  5. Sentry22 of 325 in 21 files
  6. pino22 of 325 in 19 files
  7. Grafana22 of 325 in 17 files
  8. Prometheus19 of 325 in 15 files
  9. Datadog18 of 325 in 16 files
  10. Jaeger15 of 325 in 11 files

What they ask it to produce

  1. Structured JSON logs34 of 325 in 30 filesalso worded as structured JSON log entries; structured JSON log lines
  2. Grafana dashboards8 of 325 in 5 filesalso worded as Prometheus/Grafana dashboards
  3. Health check endpoint8 of 325 in 6 filesalso worded as Health check endpoints; Health endpoints
  4. Alert rules8 of 325 in 5 filesalso worded as Alerting rules; alert rule definitions
  5. Runbook for every alert7 of 325 in 6 filesalso worded as Alert configuration with runbooks; Alert runbooks
  6. Distributed traces with spans7 of 325also worded as Distributed traces; Trace spans
  7. Structured log events7 of 325also worded as Structured JSON log events; structured log events with typed fields
  8. Uploaded source maps6 of 325 in 5 filesalso worded as Uploaded source maps or debug files

When Logs authors say to reach for one

The situations these authors wrote into their own files, counted out of the same 325 authors, with the skills that name each one

How Logs skills are built

754 skill directories by 302 authors, read from their repositories’ own file trees 2026-08-05

The middle bundle among those shipping files is 3 files, 19.4 KB beside SKILL.md

Counted by distinct author, same as above, so one author publishing forty template copies counts once. SKILL.md itself is not counted as a file, so a single-file skill is one where that file is the whole skill.

The shape

  1. SKILL.md is the whole skill130 of 302 authors, 277 of 754 skills
  2. files ship beside it172 of 302 authors, 477 of 754 skills
  3. executable scripts ship inside54 of 302 authors, 175 of 754 skills

The folders they converge on

  1. references/115 of 302 authors, 341 of 754 skills
  2. scripts/47 of 302 authors, 167 of 754 skills
  3. evals/20 of 302 authors, 36 of 754 skills
  4. agents/19 of 302 authors, 25 of 754 skills
  5. assets/16 of 302 authors, 35 of 754 skills
  6. templates/13 of 302 authors, 20 of 754 skills

  • Sentry mcp

    getsentry/sentry-mcp/io.github.getsentry/sentry-mcp MCP server

    in 2 stacksno license808★ repo

    MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants

  • Audit logging

    BagelHole/DevOps-Security-Agent-Skills/compliance/auditing/audit-logging Skill

    46★ repo

    Agent-ready DevOps, security, infrastructure, and compliance knowledge base with 80+ skills across Kubernetes, Terraform, AWS/Azure/GCP, AI platform operations, container hardening, SOC2/ISO27001, and incident response—plus ready-to-run scripts, templates, and playbooks for SRE, platform, and security teams.

  • Sentry instrumentation

    tortastudios/sentry-instrumentation Skill

    24★

    Sentry instrumentation skill for system-behavior tracking

  • Dsgvo auth and logging

    wuemaikblume/dsgvo-skills/claude/skills/dsgvo-auth-and-logging Skill

    no license11★ repo

    DSGVO Compliance Skills für Claude AI / Claude Code — DACH-fokussierte Best-Practice-Sammlung für Drittlandtransfer (Art. 44-49) mit US-CLOUD-Act-Hinweis

  • Greenlake audit logs mcp

    HewlettPackard/gl-mcp/io.github.HewlettPackard/greenlake-audit-logs-mcp MCP server

    9★ repo

    HPE GreenLake audit-logs MCP Server

  • Datadog mcp

    tantiope/datadog-mcp-server/io.github.TANTIOPE/datadog-mcp MCP server

    5★ repo

    Full Datadog API access: monitors, logs, metrics, traces, dashboards, and observability tools

  • Java spring best practices

    cosbort/agent-skills/java-spring-best-practices Skill

    4★ repo

    Reusable Agent Skills for AI coding agents — Spring Boot, Java, enterprise best practices

  • Greybeard

    ManojLingala/greybeard Skill

    3★

    Make your AI agent paranoid about the right things — money in integer minor-units, idempotent mutations, timeouts + backoff, no N+1. One portable SKILL.md for Claude Code, Codex, Cursor, Copilot & more. Field-tested on real payment code.

  • Dbr logs

    zencity/databricks-logs-reader/skills/dbr-logs Skill

    2★ repo

    A cli tool as a log reader for databricks

  • Read ue logs

    osseous/skills/skills/read-ue-logs Skill

    2★ repo

    Agent skills for Unreal Engine + AngelScript workflows. Drop-in skills.sh-compatible monorepo.

  • Datadog

    us-all/datadog-mcp-server/io.github.us-all/datadog MCP server

    2★ repo

    Datadog MCP — 165 tools for metrics, monitors, logs, APM, RUM, incidents, CI/CD, fleet

  • Dotnet coding standards

    Roly67/cc-skills/dotnet-coding-standards Skill

    1★ repo

    Curated collection of production-grade skills for Claude Code

  • Custodian

    indigokarasu/custodian Skill

    no license0★

    Custodian: autonomous operations monitor — detects, classifies, and repairs agent platform failures during quiet hours.

  • Agent logger

    WhizZest/agent-logger/skills/agent-logger Skill

    no license0★ repo

    Records agent logs with structured markdown files. Invoke when completing complex tasks, learning new knowledge, making serious errors, when self-deemed necessary, or when user requests logging.

  • Openclaw sentry

    AtlasPA/openclaw-sentry Skill

    no license0★

    Secret scanner for OpenClaw agent workspaces. Detects leaked API keys, tokens, credentials, and .env exposure. Free alert layer.

  • Vmware policy

    zw008/VMware-Policy/skills/vmware-policy Skill

    no license0★ repo

    Unified audit logging, policy enforcement, and sanitization for VMware MCP skills

  • Kozen engine

    kozen-labs/agentic/.agents/skills/kozen-engine Skill

    0★ repo

    Agentic Repository: Skills, Sub-Agents, Hooks, Context, etc.

  • Instrument

    vanities/skills/skills/instrument Skill

    0★ repo

    Agent skills I use day-to-day.

  • Dossier

    stefanhoth/dossier/skills/dossier Skill

    no license0★ repo

    Every agent leaves a paper trail. Tamper-evident JSONL audit logs for agentic workflows.

  • Compliant logging

    Throughproof/throughproof/skills/compliant-logging Skill

    0★ repo

    Free, portable AI-agent skills that write compliant code (audit logging, access control, encryption) mapped to SOC 2, ISO 27001, PCI-DSS & HIPAA at once. Works in Claude Code, Cursor, Copilot, Gemini & Antigravity.

  • Logging best practices

    Turbovadim/turbo-skills/skills/logging-best-practices Skill

    no license0★ repo

    Reusable agent skills, starting with wide-event logging best practices.

  • Sentry mcp server

    friendlygeorge/sentry-mcp-server/io.github.friendlygeorge/sentry-mcp-server MCP server

    0★ repo

    MCP server for Sentry — error tracking, issues, releases, events, and projects for AI assistants.

  • Jahro logging

    jahro-console/unity-agent-skills/skills/jahro-logging Skill

    15★ repo

    Agent skills for AI-assisted Unity debugging — structured logging, runtime commands, variable watching, and more

  • Smalltalk debugger

    mumez/smalltalk-dev-plugin/skills/smalltalk-debugger Skill

    14★ repo

    Claude Code plugin for AI-driven Smalltalk (Pharo) development

  • Canvas

    kensaurus/cursor-kenji/skills-cursor/canvas Skill

    8★ repo

    🦖Curated Cursor AI agent skills, slash commands, MCP configs, subagents & rules for full-stack dev — React 19, Next.js 15, Supabase, Tailwind v4, TypeScript

  • Healthcare audit logger

    1Mangesh1/hipaa-guardian/skills/healthcare-audit-logger Skill

    7★ repo

    AI agent skill for HIPAA compliance - PHI/PII detection, code scanning, audit reports, and remediation guidance

  • Audit logging

    eyesecurity/skills/plugins/complisec/skills/audit-logging Skill

    7★ repo

    EU compliance enforcement for AI agents. Org-profile-driven guardrails for NIS2, GDPR & ISO 27001 — blocks secrets, flags critical asset impact, enforces data residency, verifies suppliers, tracks incidents with automated deadlines.

  • Jahro logging

    Logiiiii/unity-agent-skills/skills/jahro-logging Skill

    3★ repo

    Teach AI assistants to generate correct Unity and Jahro debugging code, with skills for commands, watchers, snapshots, logs, config, and fixes

  • Greybeard

    ManojLingala/greybeard/plugins/antigravity/skills/greybeard Skill

    3★ repo

    Make your AI agent paranoid about the right things — money in integer minor-units, idempotent mutations, timeouts + backoff, no N+1. One portable SKILL.md for Claude Code, Codex, Cursor, Copilot & more. Field-tested on real payment code.

  • Prepdojo logging

    aaaxy/PrepDojo/skills/prepdojo-logging Skill

    no license2★ repo

    🥋 A daily-practice dojo for Obsidian: log interview prep and job applications with one click, import your LeetCode solves automatically, and see streaks, topic coverage, and resume win-rates in one always-current dashboard. QuickAdd + Claude skills + Dataview, assembled from one TOML file.

  • Audit logging integrity

    vaquarkhan/compliance-agent-skills/skills/audit-logging-integrity Skill

    2★ repo

    30 Agent Skills for deterministic USA compliance auditing of AI agents — HIPAA, NIST AI RMF, FERPA, COPPA, PCI-DSS, SOC 2, FedRAMP, CMMC, GLBA, privacy & GDPR. Presidio PHI redaction, MCP templates, Pydantic AI, VS Code & JetBrains plugins.

  • Frontend project standard

    VoldemortGin/AI-Coding-Skill-Bible/frontend-project-standard Skill

    1★ repo

    Project-standard skills for AI coding agents — engineering charters (Rust / Swift / Python / TypeScript / Kotlin + polyglot core) that make agent output trustworthy by construction.

  • Data minimization

    26zl/universal-agent-skills/skills/data-minimization Skill

    1★ repo

    Canonical Agent Skills with idempotent cross-agent installers for Claude Code, Codex, OpenCode, and GitHub Copilot

  • Daily reviewer

    chienchuanw/chuan-skills/plugins/daily/skills/daily-reviewer Skill

    no license0★ repo

    Personal plugin marketplace of Claude Code skills (slash commands)

  • Codebase error handling

    husnain067/codebase-knowledge-skills/codebase-error-handling Skill

    0★ repo

    A family of five Claude skills that scan a codebase and produce focused Markdown reference documents

  • Pii scrubber

    SkillMedev/security-compliance-hardening/skills/pii-scrubber Skill

    0★ repo

    Threat models, secure reviews, and compliance evidence — ship with confidence.

  • Debug off

    ievo-ai/skills/plugins/ievo/skills/debug-off Skill

    0★ repo

    iEvo — self-evolving plugin for Claude Code. Capture lessons, patch local agents and skills, replay logs on upstream updates.

  • Programming

    code-yeongyu/oh-my-openagent/packages/shared-skills/skills/programming Skill

    no license67,917★ repo

    omo/lazycodex: The coding agent for tokenmaxxers;the one and only agent harness for complex codebases. For your Codex, for your OpenCode

  • Datadog automation

    sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/datadog-automation Skill

    44,658★ repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Error debugging error trace

    sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/error-debugging-error-trace Skill

    44,658★ repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Error diagnostics error trace

    sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/error-diagnostics-error-trace Skill

    44,658★ repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Sentry automation

    sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/sentry-automation Skill

    44,658★ repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Datadog automation

    sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills/skills/datadog-automation Skill

    44,658★ repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Error debugging error trace

    sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills/skills/error-debugging-error-trace Skill

    44,658★ repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Error diagnostics error trace

    sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills/skills/error-diagnostics-error-trace Skill

    44,658★ repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Sentry automation

    sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills/skills/sentry-automation Skill

    44,658★ repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Datadog automation

    sickn33/agentic-awesome-skills/skills/datadog-automation Skill

    44,658★ repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Error debugging error trace

    sickn33/agentic-awesome-skills/skills/error-debugging-error-trace Skill

    44,658★ repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Error diagnostics error trace

    sickn33/agentic-awesome-skills/skills/error-diagnostics-error-trace Skill

    44,658★ repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Sentry automation

    sickn33/agentic-awesome-skills/skills/sentry-automation Skill

    44,658★ repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Python observability

    wshobson/agents/plugins/python-development/skills/python-observability Skill

    38,701★ repo

    Multi-harness agentic plugin marketplace for Claude Code, Codex CLI, Cursor, OpenCode, GitHub Copilot, and Gemini CLI

  • Gdpr compliant

    github/awesome-copilot/skills/gdpr-compliant Skill

    37,897★ repo

    Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.

  • Optimize simplicite logs

    github/awesome-copilot/skills/optimize-simplicite-logs Skill

    37,897★ repo

    Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.

  • Whizard logging

    kubesphere/kubesphere/skills/whizard-logging Skill

    no license17,025★ repo

    The container platform tailored for Kubernetes multi-cloud, datacenter, and edge management ⎈ 🖥 ☁️

  • Monitoring expert

    Jeffallan/claude-skills/skills/monitoring-expert Skill

    10,966★ repo

    66 Specialized Skills for Full-Stack Developers. Transform Claude Code into your expert pair programmer.

  • Golang error handling

    samber/cc-skills-golang/skills/golang-error-handling Skill

    2,949★ repo

    🧑‍🎨 A collection of Golang agentic skills that works

  • Golang observability

    samber/cc-skills-golang/skills/golang-observability Skill

    2,949★ repo

    🧑‍🎨 A collection of Golang agentic skills that works

  • Golang samber slog

    samber/cc-skills-golang/skills/golang-samber-slog Skill

    2,949★ repo

    🧑‍🎨 A collection of Golang agentic skills that works

  • Debugview

    microsoft/skills/.github/skills/debugview Skill

    2,884★ repo

    Skills, MCP servers, Custom Agents, Agents.md for SDKs to ground Coding Agents

  • Sentry

    foryourhealth111-pixel/Vibe-Skills/bundled/skills/sentry Skill

    2,656★ repo

    VibeSkills is a general-purpose Skill that automatically routes local Skills and intelligently orchestrates harness workflows.

All 831 in the catalog