Install
$ agentstack add skill-avibebuilder-claude-prime-diagnose ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo 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.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
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 →About
Think harder.
Process
Check conversation context and skip completed steps.
1. Understand the symptom
- Read the bug report, errors, logs, and surrounding code carefully
- Clarify reproduction steps, expected behavior, and environment when they are unclear
- Separate confirmed facts from working assumptions. List them explicitly:
Fact (confirmed):the server returns 200Assumption (unconfirmed):the client receives the full HTML body
Misidentifying an assumption as a fact is the most common source of wasted investigation.
2. Build hypotheses
- Form 2-4 plausible root-cause hypotheses that are mechanistically distinct — different failure layers (e.g., server render vs. client hydration vs. network layer), not variations of the same idea
- Rank them by likelihood
- For each hypothesis, state both sides:
Confirm if:[what observation would prove this is the cause]Eliminate if:[what observation would rule this out]
A hypothesis you can't falsify in both directions is too vague to test.
3. Choose the lightest evidence method
Start with the cheapest source of truth that can kill hypotheses:
- existing logs, traces, stack traces, metrics, and error output
- static code inspection around the suspected path
- config, environment, deploy, cache, queue, and permissions state that could explain the symptom
- targeted reproduction in the relevant environment
Only add new instrumentation when existing evidence is insufficient.
- If you need runtime probes, read
diagnose/references/runtime-debugging.md - Use
#region agent log/#endregionmarkers for any instrumentation you add - Tag each log point with the relevant
hypothesisId - Log only the minimum fields needed to discriminate between hypotheses; never log secrets, tokens, passwords, cookies, or full sensitive payloads
- If runtime probes require starting the local debug server, ask the user before launching it
- For browser/UI bugs, combine with the
agent-browserskill when reproduction or inspection needs it
4. Gather evidence and iterate
- Use existing logs, traces, failing tests, or artifacts before asking for a fresh reproduction
- When reproduction is needed, ask the user to trigger the bug — tie each request to the hypothesis it tests
- Correlate each finding with the hypothesis it supports or eliminates; narrow based on evidence, not confidence
- If ambiguity remains, refine hypotheses and add narrower probes — but stop and report when another round is unlikely to produce new discriminating evidence
5. Report the diagnosis
Output structured diagnosis:
## Diagnosis: [Issue Title]
### Symptoms
- [What was observed]
### Evidence
- [Finding] — `file:line` or runtime source — hypothesis X
- ...
### Root Cause
[Confirmed or most likely cause, with evidence]
### Hypotheses Tested
| # | Hypothesis | Confirm if | Eliminate if | Result |
|---|-----------|-----------|-------------|--------|
| A | ... | [what observation would prove this] | [what observation would rule this out] | Confirmed/Eliminated/Inconclusive |
### Recommended Next Steps
- [What to do next — usually hand off to `/fix` with this diagnosis]
### Active Instrumentation
- [List files with `#region agent log` blocks still in place, or `None`]
Constraints
- NO fixing — investigation and diagnosis only. "Recommended Next Steps" hands off to
/fixwith the diagnosis; it does not prescribe specific parameter values, code snippets, or step-by-step implementation instructions. - Evidence over assumptions — if the code looks wrong but runtime evidence says otherwise, trust the runtime
- If you add
#region agent logblocks, leave them in place for/fixto verify the repair and call them out in the final report
Bug
$ARGUMENTS
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: avibebuilder
- Source: avibebuilder/claude-prime
- License: MIT
- Homepage: https://claudeprime.avibebuilder.com
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.