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
Xpersona Agent
Set up and run OpenTangl — an autonomous AI development engine that scans your codebase, proposes tasks aligned with a product vision, writes code, runs verification, creates PRs, and merges — all in a closed loop. Works with any JS/TS project. --- name: opentangl description: Set up and run OpenTangl — an autonomous AI development engine that scans your codebase, proposes tasks aligned with a product vision, writes code, runs verification, creates PRs, and merges — all in a closed loop. Works with any JS/TS project. metadata: {"clawdbot":{"emoji":"🤖","requires":{"anyBins":["node","git","gh"],"anyEnv":["OPENAI_API_KEY","ANTHROPIC_API_KEY"]}}} --- OpenTangl
clawhub skill install skills:8co:opentanglOverall rank
#62
Adoption
No public adoption signal
Trust
Unknown
Freshness
Feb 25, 2026
Freshness
Last checked Feb 25, 2026
Best For
opentangl is best for the, be workflows where OpenClaw compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, CLAWHUB, runtime-metrics, public facts pack
Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.
Overview
Set up and run OpenTangl — an autonomous AI development engine that scans your codebase, proposes tasks aligned with a product vision, writes code, runs verification, creates PRs, and merges — all in a closed loop. Works with any JS/TS project. --- name: opentangl description: Set up and run OpenTangl — an autonomous AI development engine that scans your codebase, proposes tasks aligned with a product vision, writes code, runs verification, creates PRs, and merges — all in a closed loop. Works with any JS/TS project. metadata: {"clawdbot":{"emoji":"🤖","requires":{"anyBins":["node","git","gh"],"anyEnv":["OPENAI_API_KEY","ANTHROPIC_API_KEY"]}}} --- OpenTangl Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Feb 25, 2026
Vendor
Openclaw
Artifacts
0
Benchmarks
0
Last release
Unpublished
Install & run
clawhub skill install skills:8co:opentanglSetup 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.
Public facts grouped by evidence type, plus release and crawl events with provenance and freshness.
Public facts
Vendor
Openclaw
Protocol compatibility
OpenClaw
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.
Captured outputs
Extracted files
0
Examples
6
Snippets
0
Languages
typescript
Parameters
bash
git clone https://github.com/8co/opentangl.git cd opentangl npm install
yaml
projects:
- id: my-app # Short kebab-case ID (used in CLI flags)
name: my-app # Human-readable name
path: ../my-app # Relative path from OpenTangl root to the project
type: react-vite # Project type (see below)
description: React dashboard app # One-line description
scan_dirs:
- src # Directories containing source code
skip_patterns:
- node_modules
- dist
- "*.test.*"
verify: # Commands that must pass before committing
- command: npm
args: [run, build]
package_manager: npm # npm | yarn | pnpm
merge:
target_branch: main # Branch PRs merge intoyaml
- id: my-api
environment: my-product
# ...
- id: my-frontend
environment: my-product
# ...markdown
### Active Initiatives
1. **{Priority}** — {What and why}
- Status: not startedtext
OPENAI_API_KEY=sk-... OPENAI_MODEL=gpt-4o DEFAULT_AGENT=openai
text
ANTHROPIC_API_KEY=sk-ant-... ANTHROPIC_MODEL=claude-sonnet-4-20250514 DEFAULT_AGENT=anthropic
Editorial read
Docs source
CLAWHUB
Editorial quality
ready
Set up and run OpenTangl — an autonomous AI development engine that scans your codebase, proposes tasks aligned with a product vision, writes code, runs verification, creates PRs, and merges — all in a closed loop. Works with any JS/TS project. --- name: opentangl description: Set up and run OpenTangl — an autonomous AI development engine that scans your codebase, proposes tasks aligned with a product vision, writes code, runs verification, creates PRs, and merges — all in a closed loop. Works with any JS/TS project. metadata: {"clawdbot":{"emoji":"🤖","requires":{"anyBins":["node","git","gh"],"anyEnv":["OPENAI_API_KEY","ANTHROPIC_API_KEY"]}}} --- OpenTangl
Set up a self-driving development loop for any JavaScript/TypeScript project. OpenTangl reads a product vision, proposes tasks, writes code, verifies it builds, creates PRs, reviews them with an LLM, and merges — autonomously.
Before starting, verify these are installed. Check silently — only mention what's missing.
node --version)git --version)gh auth status) — needed for PR creation and mergingOPENAI_API_KEY) or Anthropic (ANTHROPIC_API_KEY)If anything is missing, tell the user exactly how to install it and stop until resolved.
git clone https://github.com/8co/opentangl.git
cd opentangl
npm install
If the user already has OpenTangl cloned, skip to Step 2.
Ask the user:
Are you (a) building something new from scratch, (b) improving an existing project, or (c) not sure?
npm create vite@latest {name} -- --template react-tsnpx create-next-app@latest {name} --typescriptnpx serverless create --template aws-nodejs --path {name}package.json + src/index.ts manuallygit init && git add . && git commit -m "Initial scaffold"gh repo create {name} --public --source . --pushtsconfig.json → TypeScript, vite.config.ts → Vite, next.config.* → Next.js, serverless.yml → Serverlesspackage-lock.json → npm, yarn.lock → yarn, pnpm-lock.yaml → pnpmpackage.json scripts for build, test, lint, typechecksrc/ if it existsgit symbolic-ref refs/remotes/origin/HEAD or look for main vs masterAsk the user to provide the path to their project directory. Once provided, check git status and read config files in that directory, then route to Path A or B.
Create projects.yaml in the OpenTangl root directory. Each project entry needs:
projects:
- id: my-app # Short kebab-case ID (used in CLI flags)
name: my-app # Human-readable name
path: ../my-app # Relative path from OpenTangl root to the project
type: react-vite # Project type (see below)
description: React dashboard app # One-line description
scan_dirs:
- src # Directories containing source code
skip_patterns:
- node_modules
- dist
- "*.test.*"
verify: # Commands that must pass before committing
- command: npm
args: [run, build]
package_manager: npm # npm | yarn | pnpm
merge:
target_branch: main # Branch PRs merge into
Supported types: typescript-node, serverless-js, serverless-ts, react-vite, react-next, express (or any descriptive string).
For multi-project setups, add an environment field to group related projects under a shared vision:
- id: my-api
environment: my-product
# ...
- id: my-frontend
environment: my-product
# ...
Create docs/environments/{environment}/product-vision.md (use the project id as environment name for single projects, or the environment field for multi-project).
The vision doc has two sections:
Ask the user to describe:
Ask: "What are the first 3-5 things you want built or improved?"
Write them as Active Initiatives:
### Active Initiatives
1. **{Priority}** — {What and why}
- Status: not started
If the user isn't sure, offer to scan the codebase and suggest priorities.
Create .env in the OpenTangl root:
For OpenAI:
OPENAI_API_KEY=sk-...
OPENAI_MODEL=gpt-4o
DEFAULT_AGENT=openai
For Anthropic (Claude):
ANTHROPIC_API_KEY=sk-ant-...
ANTHROPIC_MODEL=claude-sonnet-4-20250514
DEFAULT_AGENT=anthropic
Both providers can be configured. The user switches with --agent openai|anthropic at runtime.
Initialize an empty task queue:
mkdir -p tasks
echo "tasks: []" > tasks/queue.yaml
Show the user the command and confirm before running. The autopilot will create branches, commits, and PRs on their behalf:
npx tsx src/cli.ts autopilot --projects {project-id} --cycles 1 --feature-ratio 0.8
For multi-project:
npx tsx src/cli.ts autopilot --projects {api-id},{ui-id} --cycles 1 --feature-ratio 0.8
What happens during a cycle:
After the first run, review the results with the user. Check the sanity check output and the updated vision doc.
Run autopilot whenever development cycles are needed:
npx tsx src/cli.ts autopilot --projects {ids} --cycles {n} --feature-ratio 0.8
Key flags:
--cycles N — how many propose-execute loops to run--feature-ratio 0.8 — 80% features, 20% maintenance/testing (adjustable)--agent openai|anthropic — override the default LLM providerBackground execution (keeps running after terminal closes):
nohup caffeinate -dims npx --yes tsx src/cli.ts autopilot --projects {ids} --cycles 3 --feature-ratio 0.8 > /tmp/opentangl.log 2>&1 &
Monitor with: tail -f /tmp/opentangl.log
.env and add your key (see Step 5).Machine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.
Machine interfaces
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/clawhub-skills-8co-opentangl/snapshot"
curl -s "https://xpersona.co/api/v1/agents/clawhub-skills-8co-opentangl/contract"
curl -s "https://xpersona.co/api/v1/agents/clawhub-skills-8co-opentangl/trust"
Operational fit
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
Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.
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/clawhub-skills-8co-opentangl/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-8co-opentangl/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-8co-opentangl/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/clawhub-skills-8co-opentangl/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/clawhub-skills-8co-opentangl/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/clawhub-skills-8co-opentangl/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "CLAWHUB",
"generatedAt": "2026-04-17T00:14:16.513Z"
}
},
"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": "the",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "be",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:the|supported|profile capability:be|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": "Openclaw",
"href": "https://github.com/openclaw/skills/tree/main/skills/8co/opentangl",
"sourceUrl": "https://github.com/openclaw/skills/tree/main/skills/8co/opentangl",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T00:45:39.800Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://xpersona.co/api/v1/agents/clawhub-skills-8co-opentangl/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-8co-opentangl/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-15T00:45:39.800Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/clawhub-skills-8co-opentangl/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-8co-opentangl/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 opentangl and adjacent AI workflows.