Crawler Summary

bug-report-processor answer-first brief

Processes bug reports from markdown files exported from any ticket system (Linear, GitHub Issues, Bugzilla, etc.), extracts reproduction steps, error logs, and environment details. Manages debugging workflow through Detective Methodology including reproduction, investigation, root cause analysis, fix verification, and regression testing. Use when handling bug reports, debugging issues, or tracking bug resolution. --- name: bug-report-processor description: Processes bug reports from markdown files exported from any ticket system (Linear, GitHub Issues, Bugzilla, etc.), extracts reproduction steps, error logs, and environment details. Manages debugging workflow through Detective Methodology including reproduction, investigation, root cause analysis, fix verification, and regression testing. Use when handling bug reports, debug Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

Freshness

Last checked 4/15/2026

Best For

bug-report-processor is best for be, multiple, supported workflows where OpenClaw compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB OPENCLEW, runtime-metrics, public facts pack

Claim this agent
Agent DossierGitHubSafety: 94/100

bug-report-processor

Processes bug reports from markdown files exported from any ticket system (Linear, GitHub Issues, Bugzilla, etc.), extracts reproduction steps, error logs, and environment details. Manages debugging workflow through Detective Methodology including reproduction, investigation, root cause analysis, fix verification, and regression testing. Use when handling bug reports, debugging issues, or tracking bug resolution. --- name: bug-report-processor description: Processes bug reports from markdown files exported from any ticket system (Linear, GitHub Issues, Bugzilla, etc.), extracts reproduction steps, error logs, and environment details. Manages debugging workflow through Detective Methodology including reproduction, investigation, root cause analysis, fix verification, and regression testing. Use when handling bug reports, debug

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Apr 15, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Apr 15, 2026

Vendor

Bowen31337

Artifacts

0

Benchmarks

0

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

Setup snapshot

git clone https://github.com/bowen31337/bug-report-agent-skills.git
  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 2

    Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Bowen31337

profilemedium
Observed Apr 15, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Apr 15, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB OPENCLEW

Extracted files

0

Examples

6

Snippets

0

Languages

typescript

Parameters

Executable Examples

text

Bug Queue (by severity) → Reproduce → Investigate → Diagnose → Fix → Verify → Regression Test → Close

bash

uv run scripts/process_bug.py path/to/bug-report.md

bash

uv run scripts/process_bug.py --status <bug-id>

bash

uv run scripts/detective_engine.py --directory ./bugs

bash

# Process bug report (auto-detect format)
uv run scripts/process_bug.py <bug.md>
uv run scripts/process_bug.py <bug.md> --format github

# Update investigation
uv run scripts/state_manager.py <bug-id> --note "Found null pointer in form handler"
uv run scripts/state_manager.py <bug-id> --hypothesis "Form ID mismatch after v2.1 deploy"
uv run scripts/state_manager.py <bug-id> --root-cause "Commit abc123 changed form ID"

# Reproduction and verification
uv run scripts/reproduce_bug.py <bug-id>
uv run scripts/verify_fix.py <bug-id>

# Regression testing
uv run scripts/regression_tester.py <bug-id>

# Severity analysis
uv run scripts/severity_analyzer.py <bug.md>

# Detective mode (auto-progression)
uv run scripts/detective_engine.py --directory ./bugs --auto

markdown

# Bug: Title here

**Labels**: bug, priority
**Assignee**: @developer

## Description
What's happening

## Steps to Reproduce
1. Step one
2. Step two

## Expected Behavior
What should happen

## Actual Behavior
What actually happens

## Environment
- OS: Windows 11
- Browser: Chrome 120

## Error Logs

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Processes bug reports from markdown files exported from any ticket system (Linear, GitHub Issues, Bugzilla, etc.), extracts reproduction steps, error logs, and environment details. Manages debugging workflow through Detective Methodology including reproduction, investigation, root cause analysis, fix verification, and regression testing. Use when handling bug reports, debugging issues, or tracking bug resolution. --- name: bug-report-processor description: Processes bug reports from markdown files exported from any ticket system (Linear, GitHub Issues, Bugzilla, etc.), extracts reproduction steps, error logs, and environment details. Manages debugging workflow through Detective Methodology including reproduction, investigation, root cause analysis, fix verification, and regression testing. Use when handling bug reports, debug

Full README

name: bug-report-processor description: Processes bug reports from markdown files exported from any ticket system (Linear, GitHub Issues, Bugzilla, etc.), extracts reproduction steps, error logs, and environment details. Manages debugging workflow through Detective Methodology including reproduction, investigation, root cause analysis, fix verification, and regression testing. Use when handling bug reports, debugging issues, or tracking bug resolution. license: MIT compatibility: Requires Python 3.9+, uv package manager, tesseract-ocr system package, pytest for test execution. Optional selenium or playwright for UI reproduction automation. allowed-tools: Bash(uv:) Bash(python:) Bash(pytest:*) Read Write Edit Glob Grep metadata: author: development-team version: "1.0.0" category: development-workflow tags: - bugs - debugging - qa-automation - issue-tracking - root-cause-analysis

Bug Report Processor

Overview

This skill automates bug report processing and systematic debugging through the Detective Methodology. It transforms markdown bug reports into structured JSON state files that track the entire resolution lifecycle.

Core capabilities:

  • Parse bug reports from any ticket system (Linear, GitHub, Bugzilla, etc.)
  • Extract and analyze stack traces (Python, JavaScript, Java, C#)
  • OCR screenshots for error messages
  • Track investigation notes and root cause analysis
  • Automate reproduction verification
  • Execute regression tests before closure

Activation Triggers

Activate this skill when:

  • User says "process bug report", "analyze error log", "reproduce this bug"
  • User says "investigate issue", "debug problem", "start detective workflow"
  • User provides a .md file containing bug report structure
  • User mentions stack traces or error logs needing analysis

Detective Methodology

The core workflow enforces systematic bug resolution. Phases cannot be skipped.

Bug Queue (by severity) → Reproduce → Investigate → Diagnose → Fix → Verify → Regression Test → Close

Phase Requirements

| Phase | Entry Requirement | Exit Requirement | |-------|------------------|------------------| | reproduce | Bug report parsed | Bug reproduced OR marked needs-info | | investigate | Bug reproduced | Hypotheses documented | | diagnose | Investigation complete | Root cause identified | | fix | Root cause documented | Fix implemented | | verify | Fix implemented | Original bug no longer occurs | | regression_test | Fix verified | All related tests pass | | closed | Regression tests pass | Resolution documented |

Quick Start

Process a New Bug Report

uv run scripts/process_bug.py path/to/bug-report.md

This parses the bug report, extracts all structured data, and creates a JSON state file at .bug-states/<bug-id>.json in your current project directory.

Check Bug Status

uv run scripts/process_bug.py --status <bug-id>

Start Detective Workflow

uv run scripts/detective_engine.py --directory ./bugs

Processes bugs in severity order (critical → high → medium → low).

CLI Commands

# Process bug report (auto-detect format)
uv run scripts/process_bug.py <bug.md>
uv run scripts/process_bug.py <bug.md> --format github

# Update investigation
uv run scripts/state_manager.py <bug-id> --note "Found null pointer in form handler"
uv run scripts/state_manager.py <bug-id> --hypothesis "Form ID mismatch after v2.1 deploy"
uv run scripts/state_manager.py <bug-id> --root-cause "Commit abc123 changed form ID"

# Reproduction and verification
uv run scripts/reproduce_bug.py <bug-id>
uv run scripts/verify_fix.py <bug-id>

# Regression testing
uv run scripts/regression_tester.py <bug-id>

# Severity analysis
uv run scripts/severity_analyzer.py <bug.md>

# Detective mode (auto-progression)
uv run scripts/detective_engine.py --directory ./bugs --auto

Bug Report Formats

The skill supports multiple ticket system formats. Format is auto-detected or can be specified with --format.

GitHub Issues Format

# Bug: Title here

**Labels**: bug, priority
**Assignee**: @developer

## Description
What's happening

## Steps to Reproduce
1. Step one
2. Step two

## Expected Behavior
What should happen

## Actual Behavior
What actually happens

## Environment
- OS: Windows 11
- Browser: Chrome 120

## Error Logs

Stack trace here

Linear Format

# BUG-123 - Title

**Status**: In Progress
**Priority**: Urgent

## Problem
Description

## Reproduction Steps
1. Step one
2. Step two

## Stack Trace
```js
Error here

Custom formats can be configured via `config/custom.yaml`.

## JSON State Schema

Each bug generates a state file tracking all workflow data:

```json
{
  "bug_id": "BUG-456",
  "title": "Login button not responding",
  "type": "bug",
  "severity": "high",
  "priority": "urgent",
  "status": "investigating",
  "reproduction": {
    "steps": ["Step 1", "Step 2"],
    "status": "reproduced",
    "evidence": {}
  },
  "error_analysis": {
    "error_type": "TypeError",
    "stack_trace": [],
    "likely_cause": ""
  },
  "investigation": {
    "hypothesis": [],
    "root_cause": null,
    "notes": []
  },
  "fix": {
    "status": "pending",
    "commits": [],
    "verification": {}
  },
  "regression_testing": {
    "status": "pending",
    "test_suites": []
  },
  "detective_state": {
    "current_phase": "investigating",
    "phases_completed": ["reproduce"]
  }
}

See references/JSON_SCHEMA.md for complete schema documentation.

Severity Classification

| Level | Criteria | Response Time | |-------|----------|---------------| | critical | System crash, data loss, security vulnerability | Immediate | | high | Major feature broken, significant user impact | < 4 hours | | medium | Feature degraded, workaround exists | < 24 hours | | low | Minor issue, cosmetic | Next sprint | | trivial | Typo, minor UI polish | Backlog |

The severity analyzer (scripts/severity_analyzer.py) automatically classifies based on:

  • Error type (crash, exception, validation)
  • Impact keywords (data loss, security, cannot, broken)
  • Affected user count
  • Regression flag

Stack Trace Support

Supported languages for stack trace parsing:

| Language | Error Pattern | Example | |----------|--------------|---------| | Python | Traceback (most recent call last): | File "app.py", line 10, in main | | JavaScript | Error: or TypeError: | at functionName (file.js:10:5) | | Java | Exception in thread | at com.example.Class.method(File.java:10) | | C# | Unhandled Exception: | at Namespace.Class.Method() in File.cs:line 10 |

Resources

scripts/

Core Python modules for bug processing:

  • process_bug.py - Main entry point, parses bug reports
  • parse_markdown.py - Markdown parser with format detection
  • parse_stack_trace.py - Multi-language stack trace analyzer
  • screenshot_ocr.py - OCR text extraction from screenshots
  • state_manager.py - JSON state file CRUD operations
  • reproduce_bug.py - Automated reproduction attempts
  • verify_fix.py - Fix verification runner
  • regression_tester.py - Regression test executor
  • detective_engine.py - Workflow orchestrator
  • severity_analyzer.py - Severity/priority assessment

references/

  • BUG_STRUCTURE.md - Expected markdown formats for each ticket system
  • JSON_SCHEMA.md - Complete state file schema documentation
  • DETECTIVE_METHOD.md - Detective Methodology guide
  • STACK_TRACE_FORMATS.md - Supported stack trace formats
  • SEVERITY_GUIDE.md - Severity classification criteria

config/

  • field_mappings.yaml - Default field name mappings
  • github.yaml - GitHub Issues format configuration
  • linear.yaml - Linear format configuration
  • bugzilla.yaml - Bugzilla format configuration
  • custom.yaml.template - Template for custom formats

assets/

  • templates/bug_state_template.json - Initial state file template
  • templates/investigation_template.md - Investigation notes template
  • examples/ - Sample bug reports in various formats

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB OPENCLEW

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

OpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/bowen31337-bug-report-agent-skills/snapshot"
curl -s "https://xpersona.co/api/v1/agents/bowen31337-bug-report-agent-skills/contract"
curl -s "https://xpersona.co/api/v1/agents/bowen31337-bug-report-agent-skills/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors
GITHUB_REPOSactivepieces

Rank

70

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

Traction

No public download signal

Freshness

Updated 2d ago

OPENCLAW
GITHUB_REPOScherry-studio

Rank

70

AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs

Traction

No public download signal

Freshness

Updated 5d ago

MCPOPENCLAW
GITHUB_REPOSAionUi

Rank

70

Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!

Traction

No public download signal

Freshness

Updated 6d ago

MCPOPENCLAW
GITHUB_REPOSCopilotKit

Rank

70

The Frontend for Agents & Generative UI. React + Angular

Traction

No public download signal

Freshness

Updated 23d ago

OPENCLAW
Machine Appendix

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/bowen31337-bug-report-agent-skills/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/bowen31337-bug-report-agent-skills/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/bowen31337-bug-report-agent-skills/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/bowen31337-bug-report-agent-skills/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/bowen31337-bug-report-agent-skills/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/bowen31337-bug-report-agent-skills/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-16T23:44:53.306Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "OPENCLEW",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    },
    {
      "key": "be",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "multiple",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "supported",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:be|supported|profile capability:multiple|supported|profile capability:supported|supported|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Bowen31337",
    "href": "https://github.com/bowen31337/bug-report-agent-skills",
    "sourceUrl": "https://github.com/bowen31337/bug-report-agent-skills",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T03:14:34.021Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/bowen31337-bug-report-agent-skills/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/bowen31337-bug-report-agent-skills/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T03:14:34.021Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/bowen31337-bug-report-agent-skills/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/bowen31337-bug-report-agent-skills/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

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