Cut TAPD Bug Reporting from 10 Minutes to 10 Seconds with One Skill

Problem Statement

Writing a qualified bug ticket takes 8‑12 minutes because engineers must collect screenshots, write reproduction steps, describe expected/actual results, add environment info, and attach logs.

Bug ticket quality is inconsistent; some tickets lack clear steps, expected results, or attachments, leading to frequent re‑work.

Manual submission to TAPD requires filling 8‑10 fields and uploading screenshots, making single‑bug entry time‑consuming.

Batch submission is practically impossible; filling the form for 5 bugs takes at least 15 minutes.

There is no quantitative standard for bug quality, so teams cannot easily measure or compare ticket completeness.

Skill Overview

bug-report-writer-tapd is a TAPD‑specific tool that generates a standardized bug report, runs a six‑dimensional quality check, and submits the report directly to TAPD. Input can be screenshots, error logs, natural‑language descriptions, or AI‑generated dialogues.

Differences from the Generic Version

Supported platform: only TAPD (generic version supports Feishu Base, ZenTao, TAPD, Jira).

Field mapping: deep TAPD‑specific pre‑configuration vs manual configuration in the generic version.

Submission flow: TAPD‑optimized flow vs a generic flow that requires adaptation.

Quality self‑check: TAPD‑custom 6‑dimensional scoring vs generic dimensions.

Speed Improvements

Traditional manual entry requires 8‑12 minutes per bug (40‑60 minutes for 5 bugs, 160‑240 minutes for 20). Using the skill with manual copy‑paste reduces the effort to 1‑2 minutes, 5‑10 minutes, and 20‑40 minutes respectively. With the MCP one‑click submit the times become 10‑15 seconds, 50‑75 seconds, and 200‑300 seconds.

Quality Scoring (6 Dimensions)

Reproduction steps – max 25 – requires sequential numbering, concrete actions, and pre‑conditions.

Expected/Actual result – max 20 – both present and clearly described.

Environment info – max 15 – OS, browser, version, device.

Severity rating – max 15 – field exists and matches impact scope.

Attachment completeness – max 15 – screenshot, log, screen‑recording.

Title standard – max 10 – appropriate length and includes module and symptom.

Reports scoring below 60 points receive automatic feedback on missing items.

Supported Bug Types

Traditional software bugs: functional, performance, compatibility, UI, data, interface.

AI/AI‑Agent bugs: model hallucination/degeneration, agent tool‑call errors, multimodal processing errors, prompt injection.

Field Mapping Configuration

{
  "title": "Bug title (custom)",
  "priority": "Priority (custom)",
  "assignee": "Owner (custom)"
}

Configure once; subsequent reports follow the project’s field names.

Integration Options

WorkBuddy (recommended) – bind TAPD once, no API token needed, use the built‑in MCP connector for zero‑configuration one‑click submission.

Local Python script – requires a TAPD API token, a field‑mapping JSON file, and execution of scripts/bug_quality_checker.py and scripts/tapd_bug_submitter.py for manual or batch submission.

Workflow Comparison

Traditional: engineer writes ticket → fills TAPD form → submits (8‑12 minutes per bug).

With Skill: engineer provides screenshot/description → skill generates report → auto‑submits → engineer only reviews (10‑15 seconds per bug).

Performance Results

Time for 1 bug: 10 minutes → 2 minutes (5× faster).

Time for 5 bugs: 50 minutes → 10 minutes (5× faster).

Bug‑ticket quality pass rate: ~70 % → ~95 % (+25 %).

Regression test total time: 160 minutes → 20 minutes (8× faster).

Impact on Teams

Testing engineers gain 5‑8× efficiency, freeing time for test case design, deep testing, exploratory testing, and risk assessment.

Roles shift from “executor” to “reviewer”, improving work experience.

Team‑wide quality improves, reducing rework from developers.

Usage – WorkBuddy (MCP Connector)

Prerequisite: WorkBuddy bound to TAPD.

Open WorkBuddy, locate the TAPD MCP connector.

Select the connector and click “Authorize”.

After successful authorization, bind the project ID.

Single‑bug submission example:

User: 帮我提个 Bug 到 TAPD (粘贴截图 + 描述)
WorkBuddy:
1. 识别截图中的错误信息
2. 生成 TAPD 格式 Bug 报告
3. 运行质量自检（6 维度评分）
4. 调用 TAPD MCP 连接器提交
5. 返回 TAPD Bug 链接
输出: Bug 已提交到 TAPD

Batch submission (e.g., 5 screenshots) generates each report, calls the connector in batch, and returns individual bug links.

Usage – Local Python Script

Prerequisite: TAPD API token configured.

# Generate bug report (outside this script)
python scripts/bug_quality_checker.py --input bug.md
# Submit to TAPD
python scripts/tapd_bug_submitter.py --input bug.md --config config/tapd_config.json
# Batch submission
python scripts/tapd_bug_submitter.py --input bugs/ --config config/tapd_config.json --batch

Measured Effect

1 bug time: 10 minutes → 2 minutes (5×).

5 bugs time: 50 minutes → 10 minutes (5×).

Bug‑ticket quality pass rate: ~70 % → ~95 % (+25 %).

Regression test (20 bugs) total time: 160 minutes → 20 minutes (8×).

Key Benefits

5‑8× speedup for bug entry.

Engineers become reviewers rather than manual submitters.

Saved time can be allocated to higher‑value testing activities such as test case design, deep testing, exploratory testing, and risk assessment.

Conclusion

bug-report-writer-tapd automates the repetitive steps of TAPD bug reporting, turning a 10‑minute manual process into a 10‑second automated one, raising ticket quality, enabling batch submission, and allowing testers to focus on higher‑value work.