triage.packet

for maintainers of Python AI libraries

Turn a vague issue report into an actionable triage packet.

Paste a public GitHub issue URL. Get back what's actually known, what's missing, a suspected reproduction path, and a ready-to-edit clarification reply — every claim tied back to the original report.

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Public issues only · no GitHub write access · no repo-wide code analysis

01

Submit the issue URL

Paste any public GitHub issue link. We validate the URL and fetch the report plus its comment thread.

02

Extraction & grounding

The reporter's words become structured source text — nothing is summarized away before analysis.

03

Triage packet

Known facts, missing evidence, suspected repro steps, and an editable reply — each fact linked to a quote.

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Example — not a live analysis

This is a fabricated sample issue used only to illustrate the output format. Sign in and submit a real URL to generate a grounded packet from an actual report.

encode() throws IndexError on some inputs after upgrading

tiny-nlp/tokenkit#482 · open · 2 comments analyzed

Known facts

2

  • The error is an IndexError raised inside encode().

    “IndexError: list index out of range, raised from tokenkit/encode.py line 118”

  • The reporter upgraded the library just before the failure appeared.

    “This started happening right after I upgraded from 0.9 to 0.10.”

Missing information

3

  • Exact tokenkit and Python versions on both sides of the upgrade

    Needed to bisect which release introduced the regression.

  • A minimal input string that reproduces the crash

    The report describes the symptom but includes no sample text or code snippet.

  • Full traceback

    Only the final error line is shown; the call chain above it is missing.

Suspected reproduction steps

2
  1. 1.Install tokenkit==0.10 and call encode() on the reporter's production text.suspected
  2. 2.Compare output against tokenkit==0.9 on the same input to confirm the regression window.suspected

Proposed maintainer reply

Thanks for the report! To track down the IndexError in encode(), could you share: (1) the exact tokenkit version before and after upgrading, (2) a minimal input string or snippet that reproduces the crash, and (3) the full traceback above the final IndexError line? That will let us pin down which change in 0.10 introduced this.

Copy this into the GitHub issue yourself — this tool does not post to GitHub.

What this release is not

  • Does not post replies or comments to GitHub on your behalf.
  • Works with public repositories only — no private repo access.
  • Analyzes a single issue report, not the whole codebase.
  • No team collaboration, sharing, or payment features yet.