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
Multi-agent app builder with 7 modes - greenfield, iteration, bugfix, refactor, UI polish, migration, and audit. PM orchestrates specialized agents with feature branches. 98%+ quality gate, runtime verified, visual QA. --- name: turkey-build description: Multi-agent app builder with 7 modes - greenfield, iteration, bugfix, refactor, UI polish, migration, and audit. PM orchestrates specialized agents with feature branches. 98%+ quality gate, runtime verified, visual QA. license: MIT metadata: author: turkeycode version: "9.1.1" website: https://turkeycode.ai allowed-tools: Bash, Read, Write, Edit requires: mcp-servers: - aimem # Req Published capability contract available. No trust telemetry is available yet. 61 GitHub stars reported by the source. Last updated 2/24/2026.
Freshness
Last checked 2/22/2026
Best For
Contract is available with explicit auth and schema references.
Not Ideal For
turkey-build is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.
Evidence Sources Checked
editorial-content, capability-contract, runtime-metrics, public facts pack
Multi-agent app builder with 7 modes - greenfield, iteration, bugfix, refactor, UI polish, migration, and audit. PM orchestrates specialized agents with feature branches. 98%+ quality gate, runtime verified, visual QA. --- name: turkey-build description: Multi-agent app builder with 7 modes - greenfield, iteration, bugfix, refactor, UI polish, migration, and audit. PM orchestrates specialized agents with feature branches. 98%+ quality gate, runtime verified, visual QA. license: MIT metadata: author: turkeycode version: "9.1.1" website: https://turkeycode.ai allowed-tools: Bash, Read, Write, Edit requires: mcp-servers: - aimem # Req
Public facts
7
Change events
1
Artifacts
0
Freshness
Feb 22, 2026
Published capability contract available. No trust telemetry is available yet. 61 GitHub stars reported by the source. Last updated 2/24/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Feb 22, 2026
Vendor
Rangerchaz
Artifacts
0
Benchmarks
0
Last release
Unpublished
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Published capability contract available. No trust telemetry is available yet. 61 GitHub stars reported by the source. Last updated 2/24/2026.
Setup snapshot
git clone https://github.com/rangerchaz/turkey-build.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
Rangerchaz
Protocol compatibility
OpenClaw
Auth modes
api_key
Machine-readable schemas
OpenAPI or schema references published
Adoption signal
61 GitHub stars
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
0
Snippets
0
Languages
typescript
Parameters
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB OPENCLEW
Editorial quality
ready
Multi-agent app builder with 7 modes - greenfield, iteration, bugfix, refactor, UI polish, migration, and audit. PM orchestrates specialized agents with feature branches. 98%+ quality gate, runtime verified, visual QA. --- name: turkey-build description: Multi-agent app builder with 7 modes - greenfield, iteration, bugfix, refactor, UI polish, migration, and audit. PM orchestrates specialized agents with feature branches. 98%+ quality gate, runtime verified, visual QA. license: MIT metadata: author: turkeycode version: "9.1.1" website: https://turkeycode.ai allowed-tools: Bash, Read, Write, Edit requires: mcp-servers: - aimem # Req
First time in a new project? Two-step process:
/turkey-build
# Creates: .claude/settings.local.json, git init, branches
# Then tells you to restart
# Exit Claude Code (Ctrl+C or /exit)
claude
/turkey-build
# Now agents have permissions and will work!
Why restart? Permissions load when Claude Code starts, not mid-session.
If agents fail with "Permission denied" → You skipped the restart. Exit and re-run claude.
Before writing ANY code, you MUST read these files in order:
1. references/ORCHESTRATION.md ← HOW to run the build (features, branches, flow)
2. references/PM-AGENT.md ← PM orchestrates everything
3. references/AIMEM-INTEGRATION.md ← HOW agents coordinate through memory
DO NOT use the summaries below as your guide. They are overviews only. DO read the full reference files - they contain the actual implementation details.
Say "build me X" → Get production-ready, runtime-verified code.
Key Differentiators:
🦃 BOOTSTRAP (runs first!)
- Create .claude/settings.local.json with agent permissions
- Initialize git, set user config
- Create main + develop branches
- Initial commit if empty
│
▼
PM Agent reads requirements (or existing code + request)
│
▼
PM outputs scope.yaml with features:
- feature/core-daemon (backend)
- feature/api-server (backend, devops)
- feature/web-dashboard (designer, frontend)
- feature/documentation (docs)
│
▼
For each feature (in dependency order):
┌─────────────────────────────────────┐
│ Create feature/* branch │
│ Dispatch assigned agents │
│ Agents collaborate on same branch │
│ Merge to develop when complete │
└─────────────────────────────────────┘
│
▼
Review Wave (parallel on develop):
QA, Security, CodeReview, Performance
│
▼
Runtime Verification:
Start server → Hit endpoints → Verify responses
Failures → BUGFIX-AGENT → Trace → Fix → Re-verify
│
▼
Data Flow Verification:
Schema sync → Placeholder detection → Data trace
Verify real data flows DB → API → UI (no "Unknown")
Failures → BUGFIX-AGENT → Trace → Fix → Re-verify
│
▼
E2E Browser Testing:
Open browser → Click through UI → Verify user flows
Verify ACTUAL DATA displayed (not just elements exist)
Capture screenshots (3 viewports × all pages × states)
Failures → BUGFIX-AGENT → Trace → Fix → Re-test
│
▼
Visual QA Analysis:
Demo Agent calls Visual QA Agent
Analyze screenshots using Claude vision
Detect CSS bugs, layout issues, responsive problems
Critical issues → BUGFIX-AGENT → Fix CSS → Re-capture
│
▼
Conductor Score:
< 98% → BUGFIX-AGENT → Trace → Fix → Re-score
≥ 98% → merge develop → main → tag release
| Prefix | Purpose | Example |
|--------|---------|---------|
| feature/* | New functionality | feature/user-auth |
| bugfix/* | Runtime/Conductor failures | bugfix/empty-dashboard |
| develop | Integration branch | Always deployable |
| main | Production releases | Tagged versions only |
User: "Build a clipboard history manager"
PM: Scopes 5 features → Builds each → Review → Ship v1.0.0
User: "Add date filtering and export to the clipboard manager"
PM: Reads existing code → Scopes 2 new features → Builds each → Review → Ship v1.1.0
User: "Cards not showing in battle view"
PM: Creates bugfix branch → BUGFIX-AGENT traces → Finds root cause → Fixes → Verifies
User: "Clean up the auth code" / "Split the god file"
PM: Analyzes structure → Plans refactor → Restructures → Verifies behavior unchanged
User: "Make the UI look better" / "Fix the messy CSS"
PM: Visual QA scan → Designer reviews → CSS cleanup → Component polish → Responsive fixes
User: "Upgrade to React 19" / "Move from Express to Hono"
PM: Audit current → Plan migration → Update incrementally → Test each step → Verify
User: "Review security" / "Check performance" / "Analyze code quality"
PM: Runs relevant agents → Produces report → No code changes unless requested
Same workflow. PM routes to different agents based on task type.
PM reads all agent files. Other agents read their own file.
| Agent | File | Role |
|-------|------|------|
| PM | PM-AGENT.md | Orchestrator - Scopes features, assigns agents |
| Discovery | DISCOVERY-AGENT.md | Requirements → scope.yaml (called by PM) |
| Designer | DESIGNER-AGENT.md | Design tokens, component specs |
| Backend | BACKEND-AGENT.md | API, database, services |
| Frontend | FRONTEND-AGENT.md | UI components |
| Docs | DOCS-AGENT.md | README, API docs, CLAUDE.md |
| DevOps | DEVOPS-AGENT.md | Docker, CI/CD |
| QA | QA-AGENT.md | Unit/integration tests |
| Security | SECURITY-AGENT.md | Vulnerability scanning |
| Code Review | CODE-REVIEW-AGENT.md | Quality analysis |
| Performance | PERFORMANCE-AGENT.md | Optimization |
| Demo | DEMO-AGENT.md | User perspective critique (calls Visual QA) |
| E2E | E2E-AGENT.md | Browser testing - Playwright, real user flows, screenshot capture |
| Visual QA | VISUAL-QA-AGENT.md | Screenshot analysis - Claude vision, CSS bugs, layout issues |
| Data Flow | DATA-FLOW-VERIFICATION.md | Schema sync, placeholder detection, data trace |
| Bugfix | BUGFIX-AGENT.md | Systematic debugging - Reproduce, trace, isolate, fix, verify |
| Conductor | CONDUCTOR-AGENT.md | Quality gate (98/100 with visual QA dimension) |
All files in references/ directory.
Each agent requires specific tools based on their responsibilities:
| Agent | Required Tools | Purpose | |-------|---------------|---------| | PM | Bash, Read, Write, Edit | Git operations, file management, orchestration | | Discovery | Read | Analyze existing code for iteration mode | | Designer | Write, Edit | Create design tokens, semantic registry | | Backend | Bash, Read, Write, Edit | Run migrations, create APIs, database setup | | Frontend | Read, Write, Edit | Read registry/contracts, build UI components | | Docs | Read, Write, Edit | Create README, API docs, CLAUDE.md | | DevOps | Bash, Write, Edit | Docker setup, CI/CD configuration | | QA | Bash, Read, Write, Edit | Run tests, create test files | | Security | Bash, Read | Run security scans, analyze code | | Code Review | Read, Edit | Analyze and refactor code | | Performance | Bash, Read, Edit | Profile code, optimize queries | | Demo | Read | Analyze from user perspective | | E2E | Bash, Read, Write, Edit | Playwright setup, browser tests, add data-testid | | Bugfix | Bash, Read, Write, Edit | Trace data flow, diagnose root cause, apply fixes | | Conductor | Read | Score quality, make ship decisions |
feature/user-auth not feature/backendauto-app-builder/
├── SKILL.md # This file (entry point)
├── README.md
├── LICENSE
└── references/
├── ORCHESTRATION.md # ← READ FIRST
├── PM-AGENT.md # ← PM orchestrates
├── AIMEM-INTEGRATION.md # ← Agent coordination
├── DISCOVERY-AGENT.md
├── DESIGNER-AGENT.md
├── BACKEND-AGENT.md
├── FRONTEND-AGENT.md
├── QA-AGENT.md # ← Includes schema sync checks
├── DEVOPS-AGENT.md
├── DEMO-AGENT.md # ← Calls Visual QA for screenshot analysis
├── E2E-AGENT.md # ← Browser testing + screenshot capture
├── VISUAL-QA-AGENT.md # ← NEW: Claude vision screenshot analysis
├── DATA-FLOW-VERIFICATION.md # ← Schema sync, placeholder detection
├── BUGFIX-AGENT.md # ← Systematic debugging methodology
├── CONDUCTOR-AGENT.md # ← Quality gate with Visual QA dimension
├── SECURITY-AGENT.md
├── CODE-REVIEW-AGENT.md
├── PERFORMANCE-AGENT.md
├── DOCS-AGENT.md
├── MEMORY-COORDINATION.md
├── QA-SCORING.md
└── RUNTIME-VERIFICATION.md
MIT • TurkeyCode.ai
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
ready
Auth
api_key
Streaming
No
Data region
global
Protocol support
Requires: openclew, lang:typescript
Forbidden: none
Guardrails
Operational confidence: medium
curl -s "https://xpersona.co/api/v1/agents/rangerchaz-turkey-build/snapshot"
curl -s "https://xpersona.co/api/v1/agents/rangerchaz-turkey-build/contract"
curl -s "https://xpersona.co/api/v1/agents/rangerchaz-turkey-build/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
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": "ready",
"authModes": [
"api_key"
],
"requires": [
"openclew",
"lang:typescript"
],
"forbidden": [],
"supportsMcp": false,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": "https://github.com/rangerchaz/turkey-build#input",
"outputSchemaRef": "https://github.com/rangerchaz/turkey-build#output",
"dataRegion": "global",
"contractUpdatedAt": "2026-02-24T19:44:03.919Z",
"sourceUpdatedAt": "2026-02-24T19:44:03.919Z",
"freshnessSeconds": 4425485
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/rangerchaz-turkey-build/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/rangerchaz-turkey-build/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/rangerchaz-turkey-build/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/rangerchaz-turkey-build/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/rangerchaz-turkey-build/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/rangerchaz-turkey-build/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_OPENCLEW",
"generatedAt": "2026-04-17T01:02:09.685Z"
}
},
"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"
}
],
"flattenedTokens": "protocol:OPENCLEW|unknown|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": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://xpersona.co/api/v1/agents/rangerchaz-turkey-build/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/rangerchaz-turkey-build/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-02-24T19:44:03.919Z",
"isPublic": true
},
{
"factKey": "auth_modes",
"category": "compatibility",
"label": "Auth modes",
"value": "api_key",
"href": "https://xpersona.co/api/v1/agents/rangerchaz-turkey-build/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/rangerchaz-turkey-build/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:44:03.919Z",
"isPublic": true
},
{
"factKey": "schema_refs",
"category": "artifact",
"label": "Machine-readable schemas",
"value": "OpenAPI or schema references published",
"href": "https://github.com/rangerchaz/turkey-build#input",
"sourceUrl": "https://xpersona.co/api/v1/agents/rangerchaz-turkey-build/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:44:03.919Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Rangerchaz",
"href": "https://github.com/rangerchaz/turkey-build",
"sourceUrl": "https://github.com/rangerchaz/turkey-build",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-24T19:43:14.176Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "61 GitHub stars",
"href": "https://github.com/rangerchaz/turkey-build",
"sourceUrl": "https://github.com/rangerchaz/turkey-build",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-24T19:43:14.176Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/rangerchaz-turkey-build/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/rangerchaz-turkey-build/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 turkey-build and adjacent AI workflows.