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    issue-triage-assistant

    by Markus Isaksson

    Standardize messy bug reports and feature ideas into professional, actionable issues with acceptance criteria.

    Updated May 2026
    0 installs

    Free

    One-time purchase

    ⚡ Also available via Agensi MCP — your AI agent can load this skill on demand via MCP. Learn more →

    Included in download

    • Downloadable skill package
    • Instant install

    See it in action

    # Dashboard freezes when uploading CSV files

## Type: Bug | Priority: P2
## Summary: Dashboard hangs after CSV upload with undefined rows error.
## Acceptance Criteria:
- [ ] Handle empty rows during parsing
- [ ] Prevent UI freeze
- [ ] Add regression test for empty-line CSVs
## Labels: `bug` `frontend`

    About This Skill

    What it does

    The Issue Triage Assistant transforms raw, unorganized input—such as Slack messages, messy bug reports, support tickets, error logs, and quick TODOs—into professionally structured, actionable project management issues. It handles the heavy lifting of categorizing the problem, assessing priority based on business impact, and defining measurable acceptance criteria.

    Why use this skill

    Writing high-quality issues is time-consuming but critical for team velocity. This skill ensures that every issue filed in your tracker (GitHub, GitLab, Linear, Jira) is consistent and developer-ready. Unlike a generic AI prompt, it follows a strict schema that includes user impact analysis, inferred reproduction steps, and automated P0-P3 priority leveling. It even automatically redacts sensitive data like API keys or tokens found in logs before you post them.

    Supported tools

    • Issue Trackers: GitHub, GitLab, Linear, Jira, Trello
    • Input Sources: Error logs, chat snippets, meeting notes, screen recording transcripts
    • Format: Clean, standardized Markdown

    The Output

    You receive a copy-paste ready Markdown document containing a concise title, issue type, priority level, summary, reproduction steps, technical implementation hints, and relevant labels.

    Use Cases

    • Standardize messy support tickets into actionable developer tasks
    • Extract technical tasks from brainstorming sessions or chat logs
    • Assess bug priority automatically based on user impact levels
    • Generate clear acceptance criteria for better QA and PR reviews
    • Redact secrets and PII from logs before filing public issues

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    Security Scanned

    Passed automated security review

    Permissions

    No special permissions declared or detected

    Tags

    project-management
    github
    jira
    issue-triage
    productivity

    Creator

    Markus Isaksson

    Frequently Asked Questions

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