instrument-data-to-all…
Convert laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON format or flattened 2D CSV. Use this skill when…
Structured debugging session — reproduce, isolate, diagnose, and fix. Trigger with an error message or stack trace, "this works in staging but not prod", "something broke after the deploy", or when behavior diverges from expected and the cause isn't obvious.
$ npx -y skills add anthropics/knowledge-work-plugins --skill debug --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/debugContext preview
The summary Claude sees to decide when to auto-load this skill.
Structured debugging session — reproduce, isolate, diagnose, and fix. Trigger with an error message or stack trace, "this works in staging but not prod", "something broke after the deploy", or when behavior diverges from expected and the cause isn't obvious.
name: debug description: Structured debugging session — reproduce, isolate, diagnose, and fix. Trigger with an error message or stack trace, "this works in staging but not prod", "something broke after the deploy", or when behavior diverges from expected and the cause isn't obvious. argument-hint: "<error message or problem description>"
> If you see unfamiliar placeholders or need to check which tools are connected, see [CONNECTORS.md](../../CONNECTORS.md).
Run a structured debugging session to find and fix issues systematically.
/debug $ARGUMENTS
┌─────────────────────────────────────────────────────────────────┐ │ DEBUG │ ├─────────────────────────────────────────────────────────────────┤ │ Step 1: REPRODUCE │ │ ✓ Understand the expected vs. actual behavior │ │ ✓ Identify exact reproduction steps │ │ ✓ Determine scope (when did it start? who is affected?) │ │ │ │ Step 2: ISOLATE │ │ ✓ Narrow down the component, service, or code path │ │ ✓ Check recent changes (deploys, config changes, dependencies) │ │ ✓ Review logs and error messages │ │ │ │ Step 3: DIAGNOSE │ │ ✓ Form hypotheses and test them │ │ ✓ Trace the code path │ │ ✓ Identify root cause (not just symptoms) │ │ │ │ Step 4: FIX │ │ ✓ Propose a fix with explanation │ │ ✓ Consider side effects and edge cases │ │ ✓ Suggest tests to prevent regression │ └─────────────────────────────────────────────────────────────────┘
Tell me about the problem. Any of these help:
## Debug Report: [Issue Summary] ### Reproduction - **Expected**: [What should happen] - **Actual**: [What happens instead] - **Steps**: [How to reproduce] ### Root Cause [Explanation of why the bug occurs] ### Fix [Code changes or configuration fixes needed] ### Prevention - [Test to add] - [Guard to put in place]
If **~~monitoring** is connected:
If **~~source control** is connected:
If **~~project tracker** is connected:
1. **Share error messages exactly** — Don't paraphrase. The exact text matters. 2. **Mention what changed** — Recent deploys, dependency updates, and config changes are top suspects. 3. **Include context** — "This works in staging but not prod" or "Only affects large payloads" narrows things fast.
Plugins that turn Claude into a specialist for your role, team, and company. Built for Claude Cowork, also compatible with Claude Code.
Repo: anthropics/knowledge-work-plugins
Convert laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON format or flattened 2D CSV. Use this skill when…
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