Agent Skills › nodetool-ai/nodetool › diagnosing-bugs

diagnosing-bugs

GitHub

诊断代码故障、间歇性Bug及性能回退。通过复现问题、验证假设并实施修复,同时保留测试证据和清理临时文件,确保问题根本原因被查明且修复有效。

.agents/skills/diagnosing-bugs/SKILL.md nodetool-ai/nodetool

Trigger Scenarios

报告了具体的代码错误或异常行为 需要排查间歇性失败或性能回退问题

Install

npx skills add nodetool-ai/nodetool --skill diagnosing-bugs -g -y
More Options

Non-standard path

npx skills add https://github.com/nodetool-ai/nodetool/tree/main/.agents/skills/diagnosing-bugs -g -y

Use without installing

npx skills use nodetool-ai/nodetool@diagnosing-bugs

指定 Agent (Claude Code)

npx skills add nodetool-ai/nodetool --skill diagnosing-bugs -a claude-code -g -y

安装 repo 全部 skill

npx skills add nodetool-ai/nodetool --all -g -y

预览 repo 内 skill

npx skills add nodetool-ai/nodetool --list

SKILL.md

Frontmatter
{
    "name": "diagnosing-bugs",
    "description": "Diagnose code failures, intermittent bugs, and performance regressions. For NodeTool workflow-run failures, use nodetool-troubleshooter."
}

Diagnosing Bugs

Find the cause of the reported symptom, fix it within the requested scope, and retain evidence that the fix works. Read relevant code and logs to construct a reproduction. Existing domain terms and ADRs constrain the diagnosis.

Establish the failure

Prefer an existing harness or test that reaches the affected behavior. Otherwise build the smallest practical test, CLI invocation, HTTP request, or browser scenario. Read the applicable entry in the harness reference before using a harness.

Run the reproduction before changing behavior. Capture the command, exit status, input, and observed symptom. An unrelated setup failure does not reproduce the bug. Reduce inputs when useful, retaining the original case.

For intermittent failures, record the observed rate and conditions. Use seeded inputs, bounded repetition, or targeted stress to improve the signal. For performance regressions, capture a comparable timing or profiler baseline before the fix. Avoid arbitrary repetition targets or latency requirements for the harness.

If the environment cannot reproduce the failure, continue useful code and log inspection and label hypotheses as unverified. Request only the missing artifact or access needed to establish the failure. Do not claim a reproduced or fixed bug without evidence, or add production instrumentation without authorization.

Test the cause

State a falsifiable hypothesis and the observation that would distinguish it from plausible alternatives. Use a debugger, targeted instrumentation, or bisection as appropriate. Change one relevant variable at a time and update the hypothesis from the result. Do not invent extra hypotheses to meet a quota.

Tag temporary instrumentation so it can be removed. Preserve unrelated edits when reverting an experiment.

Fix and verify

Retain the reproduction as a regression test or runnable fixture at a boundary that exercises the real failure. Observe it fail before the fix and pass after. Recheck the original scenario if the retained case was reduced.

If no suitable test boundary exists, explain the limitation and retain the best available reproduction. Do not substitute a test that cannot detect the symptom. Report necessary architectural follow-up without starting an unrelated refactor.

Remove temporary instrumentation and files created only for the experiment. Complete the mandatory post-change verification. Report the cause, changed behavior, and actual verification results. Stop when the requested fix and required checks are complete.

Version History

  • 9b979bc Current 2026-09-22 23:26

Same Skill Collection

.agents/skills/ask-matt/SKILL.md
.agents/skills/ast-grep-outline/SKILL.md
.agents/skills/ast-grep/SKILL.md
.agents/skills/code-review/SKILL.md
.agents/skills/codebase-design/SKILL.md
.agents/skills/companion-clis/SKILL.md
.agents/skills/domain-modeling/SKILL.md
.agents/skills/flash/SKILL.md
.agents/skills/grill-with-docs/SKILL.md
.agents/skills/implement/SKILL.md
.agents/skills/improve-codebase-architecture/SKILL.md
.agents/skills/prototype/SKILL.md
.agents/skills/research/SKILL.md
.agents/skills/resolving-merge-conflicts/SKILL.md
.agents/skills/runpodctl/SKILL.md
.agents/skills/setup-matt-pocock-skills/SKILL.md
.agents/skills/tdd/SKILL.md
.agents/skills/to-spec/SKILL.md
.agents/skills/to-tickets/SKILL.md
.agents/skills/triage/SKILL.md
.agents/skills/unslop/SKILL.md
.agents/skills/wayfinder/SKILL.md
.agents/skills/wizard/SKILL.md
.agents/skills/yts806379-everything-claude-code-e2e-testing/SKILL.md
.claude/skills/ask-matt/SKILL.md
.claude/skills/ast-grep-outline/SKILL.md
.claude/skills/ast-grep/SKILL.md
.claude/skills/codebase-design/SKILL.md
.claude/skills/companion-clis/SKILL.md
.claude/skills/diagnosing-bugs/SKILL.md
.claude/skills/domain-modeling/SKILL.md
.claude/skills/flash/SKILL.md
.claude/skills/implement/SKILL.md
.claude/skills/improve-codebase-architecture/SKILL.md
.claude/skills/nodetool-api-reference/SKILL.md
.claude/skills/nodetool-browser-agent/SKILL.md
.claude/skills/nodetool-chat-cli/SKILL.md
.claude/skills/nodetool-custom-node-developer/SKILL.md
.claude/skills/nodetool-deployment/SKILL.md
.claude/skills/nodetool-model-provider-config/SKILL.md
.claude/skills/nodetool-rag-indexing/SKILL.md
.claude/skills/nodetool-troubleshooter/SKILL.md
.claude/skills/nodetool-workflow-builder/SKILL.md
.claude/skills/prototype/SKILL.md
.claude/skills/research/SKILL.md
.claude/skills/resolving-merge-conflicts/SKILL.md
.claude/skills/setup-matt-pocock-skills/SKILL.md
.claude/skills/tdd/SKILL.md
.claude/skills/to-spec/SKILL.md

Metadata

Files
0
Version
85ff020
Hash
df3a166e
Indexed
2026-09-22 23:26

ホーム - Wiki
Copyright © 2011-2026 iteam. Current version is 2.155.2. UTC+08:00, 2026-09-29 01:59
浙ICP备14020137号-1