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plano-observability-debugging

Improve Plano tracing and debugging workflows.

Skill by katanemo

IndexedApache-2.0★ 7,100
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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/katanemo-plano-observability-debugging

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Improve Plano tracing and debugging workflows. Use for sampling strategy, span attributes, and trace query-based root-cause analysis.

Use cases: monitoring-observability, debugging

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What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
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Install scripts
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Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/plano-observability-debugging

What's inside

Skill name
plano-observability-debugging
Description
Improve Plano tracing and debugging workflows. Use for sampling strategy, span attributes, and trace query-based root-cause analysis.
License
Apache-2.0
Metadata
author: katanemo · version: 1.0.0
Instructions
26 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

SKILL.md (first lines)

# Plano Observability and Debugging

Use this skill to make routing and latency behavior inspectable and debuggable.

## When To Use

- "Enable tracing correctly"
- "Add useful span attributes"
- "Debug why a request routed incorrectly"
- "Inspect filter/model latency from traces"

## Apply These Rules

- `observe-tracing`
- `observe-span-attributes`
- `observe-trace-query`

## Execution Checklist

1. Enable tracing with environment-appropriate sampling.
2. Add useful static and header-derived span attributes.
3. Use `planoai trace` filters to isolate route and latency issues.
4. Prefer trace evidence over assumptions in recommendations.
5. Return exact commands to reproduce and validate findings.

From katanemo/plano, Apache-2.0.

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Stars
7,100
Forks
490
Open issues
113
Last commit (this folder)
Apr 16, 2026 (6 months ago)
Last release
Oct 24, 2026 (3 days ago)

From GitHub (fetched Oct 24, 2026).

Details

Version
1.0.0
License
Apache-2.0
Repository
github.com/katanemo/plano
Website
planoai.dev
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
GitHubgithub-graphql

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Cite this page

plano-observability-debugging skill. Agent Mart. https://agentmart.dev/skills/katanemo-plano-observability-debugging (last updated 2026-10-24)