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
Crawler Summary
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
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
Public facts
4
Change events
1
Artifacts
0
Freshness
Apr 15, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Apr 15, 2026
Vendor
Bowen31337
Artifacts
0
Benchmarks
0
Last release
Unpublished
Key links, install path, and a quick operational read before the deeper crawl record.
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.gitSetup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
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.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Bowen31337
Protocol compatibility
OpenClaw
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
6
Snippets
0
Languages
typescript
Parameters
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
Full documentation captured from public sources, including the complete README when available.
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
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:
Activate this skill when:
.md file containing bug report structureThe core workflow enforces systematic bug resolution. Phases cannot be skipped.
Bug Queue (by severity) → Reproduce → Investigate → Diagnose → Fix → Verify → Regression Test → Close
| 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 |
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.
uv run scripts/process_bug.py --status <bug-id>
uv run scripts/detective_engine.py --directory ./bugs
Processes bugs in severity order (critical → high → medium → low).
# 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
The skill supports multiple ticket system formats. Format is auto-detected or can be specified with --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
# 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.
| 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:
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 |
Core Python modules for bug processing:
process_bug.py - Main entry point, parses bug reportsparse_markdown.py - Markdown parser with format detectionparse_stack_trace.py - Multi-language stack trace analyzerscreenshot_ocr.py - OCR text extraction from screenshotsstate_manager.py - JSON state file CRUD operationsreproduce_bug.py - Automated reproduction attemptsverify_fix.py - Fix verification runnerregression_tester.py - Regression test executordetective_engine.py - Workflow orchestratorseverity_analyzer.py - Severity/priority assessmentBUG_STRUCTURE.md - Expected markdown formats for each ticket systemJSON_SCHEMA.md - Complete state file schema documentationDETECTIVE_METHOD.md - Detective Methodology guideSTACK_TRACE_FORMATS.md - Supported stack trace formatsSEVERITY_GUIDE.md - Severity classification criteriafield_mappings.yaml - Default field name mappingsgithub.yaml - GitHub Issues format configurationlinear.yaml - Linear format configurationbugzilla.yaml - Bugzilla format configurationcustom.yaml.template - Template for custom formatstemplates/bug_state_template.json - Initial state file templatetemplates/investigation_template.md - Investigation notes templateexamples/ - Sample bug reports in various formatsMachine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
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"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
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
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
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
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
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
Rank
70
The Frontend for Agents & Generative UI. React + Angular
Traction
No public download signal
Freshness
Updated 23d ago
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
}
]Sponsored
Ads related to bug-report-processor and adjacent AI workflows.