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Get Started Free →Analyze a GitHub issue, verify claims against the codebase, and close invalid issues with a technical response.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-15 | ✗→✓ | ▲ Improved | 91% | 0% |
| case-13 | ✗→✓ | ▲ Improved | -9% | 0% |
| case-14 | ✗→✓ | ▲ Improved | -3% | 0% |
| case-16 | ✗→✓ | ▲ Improved | 9% | 0% |
| case-21 | ✗→✓ | ▲ Improved | 11% | 0% |
Analyze a GitHub issue, verify claims against the codebase, and close invalid issues with a technical response.
User provides a GitHub issue URL or number, e.g.:
/triage-issue 1970/triage-issue https://github.com/adenhq/hive/issues/1970bashgh issue view <number> --repo adenhq/hive --json title,body,state,labels,author
Extract:
If issue is already closed, inform user and stop.
Read the issue body and identify:
For each technical claim:
Categorize the issue as one of:
| Category | Action | |----------|--------| | Valid Bug | Do NOT close. Inform user this is a real issue. | | Valid Feature Request | Do NOT close. Suggest labeling appropriately. | | Misunderstanding | Prepare technical explanation for why behavior is correct. | | Fundamentally Flawed | Prepare critique explaining the technical impossibility or design rationale. | | Duplicate | Find the original issue and prepare duplicate notice. | | Incomplete | Prepare request for more information. |
For issues to be closed, draft a response that:
Use this template:
markdown## Analysis [Brief summary of what was investigated] ## Technical Details [Explanation with code references] ## Why This Is Working As Designed [Rationale] ## Recommendation [What the user should do instead, if applicable] --- *This issue was reviewed and closed by the maintainers.*
Present the draft to the user with:
## Issue #<number>: <title>
**Claim:** <summary of claim>
**Finding:** <valid/invalid/misunderstanding/etc>
**Draft Response:**
<the markdown response>
---
Do you want me to post this comment and close the issue?Use AskUserQuestion with options:
If user approves:
bash# Post comment gh issue comment <number> --repo adenhq/hive --body "<response>" # Close issue gh issue close <number> --repo adenhq/hive --reason "not planned"
Report success with link to the issue.
> "The claim that secrets are exposed in plaintext misunderstands the encryption architecture. While SecretStr is used for logging protection, actual encryption is provided by Fernet (AES-128-CBC) at the storage layer. The code path is: serialize → encrypt → write. Only encrypted bytes touch disk."
> "The requested feature would require X] which violates fundamental constraint]. This is not a limitation of our implementation but a fundamental property of technology/protocol]."
> "This scenario is already handled by code reference]. The reporter may be using an older version or misconfigured environment."
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