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debug-live-boundary

Debug mismatches between live behavior and local tests by tracing the real winning boundary instead of patching blindly.

Skill by panamini

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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/panamini-debug-live-boundary

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

Debug mismatches between live behavior and local tests by tracing the real winning boundary instead of patching blindly. Use when code appears correct locally but fails in production, staging, preview, browser, deployed API, webhook, cache, proxy, build artifact, config path, or integration path; especially when repeated code changes do not move the live symptom.

Use cases: backend

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Permissions

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

Tools
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Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/debug-live-boundary

What's inside

Skill name
debug-live-boundary
Description
Debug mismatches between live behavior and local tests by tracing the real winning boundary instead of patching blindly. Use when code appears correct locally but fails in production, staging, preview, browser, deployed API, webhook, cache, proxy, build artifact, config path, or integration path; especially when repeated code changes do not move the live symptom.
License
unknown
Instructions
71 lines in SKILL.md · view on GitHub

Files (2)

  • SKILL.md
  • openai.yaml · agents/

The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub

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Last commit (this folder)
May 4, 2026 (5 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
License unknown
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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Cite this page

debug-live-boundary skill. Agent Mart. https://agentmart.dev/skills/panamini-debug-live-boundary (last updated 2026-10-24)