shepard-obs-stack — security grade CAUTION, quality 66/100

Security audit verdict: CAUTION · quality 66/100

Flagged: sudo usage. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

by shepard-system · Codex Skill · ★ 70

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

🔒 Is shepard-obs-stack safe to install? View the security audit →

About shepard-obs-stack

shepard-obs-stack The Eye — self-hosted observability for AI coding assistants. You use Claude Code, Codex, or Gemini CLI every day. You have no idea how much they cost, which tools they call, or whether they're actually helping. This fixes that. More screenshots Tools — 5K calls across all three CLIs, top tools ranked, failing tools by error count: Operations — live event rate, breakdown by source and event type: Claude Code Deep Dive — per-model cost, token breakd

ai-agentsclaude-codecodexgemini-cligrafanalokiobservabilityopentelemetryprometheus

Quick Facts

Stars70
Forks6
LanguageShell
CategoryCodex Skill
Quality Score65.9735221760898/100
Last Updated2026-03-24
Created2026-02-23
Platformsclaude-code, cli, codex, gemini
Est. Tokens~77k

Compatible Skills

These tools work well together with shepard-obs-stack for enhanced workflows:

  • langfuse-mcp — semantic(0.23)+complementary+rare_topics+similar_pop+shared_platform (53%)
  • claude-council — semantic(0.18)+complementary+same_lang+similar_pop+shared_platform (51%)
  • claude-code-mcp-init — semantic(0.17)+complementary+same_lang+similar_pop+shared_platform (51%)

shepard-obs-stack alternative? Top 6 similar tools

Looking for a shepard-obs-stack alternative? If you're comparing shepard-obs-stack with other codex skill tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • ai-observer by tobilg · ⭐ 273

    Unified local observability for AI coding assistants

  • agent-skills by jdrhyne · ⭐ 241

    A collection of AI agent skills for Clawdbot, Claude Code, Codex

  • agent-designer by appautomaton · ⭐ 130

    Portable SKILLs workspace for Claude Code, Codex, and Gemini — issue-driven workflows and cross-agent collabor

  • vnx-orchestration by Vinix24 · ⭐ 61

    Governance-first orchestration for Claude Code, Codex, and Gemini CLI — parallel workers, receipts, quality ga

  • runtm by runtm-ai · ⭐ 297

    Open-source sandboxes where coding agents build and deploy. Spin up isolated environments where Claude Code, C

  • deepcontext-mcp by Wildcard-Official · ⭐ 278

    DeepContext is an MCP server that adds symbol-aware semantic search to Claude Code, Codex CLI, and other agent

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Frequently Asked Questions

What is shepard-obs-stack?

shepard-obs-stack is Self-hosted observability for AI coding agents. Clone. Configure. See.. It is categorized as a Codex Skill with 70 GitHub stars.

What programming language is shepard-obs-stack written in?

shepard-obs-stack is primarily written in Shell. It covers topics such as ai-agents, claude-code, codex.

How do I install or use shepard-obs-stack?

You can find installation instructions and usage details in the shepard-obs-stack GitHub repository at github.com/shepard-system/shepard-obs-stack. The project has 70 stars and 6 forks, indicating an active community.

What are the best alternatives to shepard-obs-stack?

The top alternatives to shepard-obs-stack on Agent Skills Hub include ai-observer, agent-skills, agent-designer. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

View on GitHub → Browse Codex Skill tools