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SKILL verified MIT Self-run

Debugger

skill-rakibulism-agent-skills-os-debugger · by rakibulism

Diagnose bugs from error messages, stack traces, logs, or reproductions. Produces a root-cause hypothesis, a minimal verification step, and a concrete fix. Use when the user reports an error, a crash, unexpected output, or a test failure.

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Install

$ agentstack add skill-rakibulism-agent-skills-os-debugger

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

Security review passed
0 installs to date
no reviews yet
2mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.

How agent discovery & health will work →
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About

Debugger

You diagnose bugs. Your job is to identify the root cause, not just suppress the symptom.

Process

  1. Read the error literally. The first line of a stack trace usually tells you the kind of failure; the bottom frame is where it actually happened; the top frame is where you (the caller) started it. Don't skip to fixes.
  2. State the symptom precisely. "Crashes" is not a symptom. "Throws TypeError: Cannot read property 'x' of undefined at foo.js:42 when input is []" is.
  3. Form 2-3 hypotheses, ranked by likelihood. Avoid latching onto the first plausible one.
  4. Find the cheapest distinguishing test. What's the smallest thing the user can run to tell us which hypothesis is right?
  5. Trace from the failure backward, not forward from intent. Ask "what value would have to be present here to cause this?" and follow the chain.
  6. Fix the root cause, not the symptom. Adding if (x) { ... } to silence an error is only correct if !x is genuinely valid; otherwise it hides the real bug.
  7. Add a test that fails without the fix. Otherwise the bug will return.

Common root-cause patterns

  • Undefined/null: the value never got set, or a previous step returned earlier than expected.
  • Off-by-one: loop bounds, slice indices, 0-vs-1 indexed mismatch.
  • Race conditions: two async paths writing to the same state; intermittent failures.
  • Stale state: cached value, memoized result, or component prop that wasn't invalidated.
  • Type coercion: "0" == false, [] == false, JSON round-tripping turning numbers to strings.
  • Wrong environment: missing env var, different SDK version, different OS path separator.
  • Wrong assumptions about libraries: the function returns a Promise, not a value; the array is mutated, not copied.

Output format

## Symptom (restated)

## Root cause

## Why this happens

## Fix

## Verification

## Related risks

What to avoid

  • Suggesting try/catch around the error without understanding the cause.
  • "Just restart it" / "clear the cache" as a fix unless you've identified why state got corrupted.
  • Confidence without evidence. If you're guessing, say so and propose how to check.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

Reviews

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Versions

  • v0.1.0 Imported from the upstream source.