Xpersona
Claim this agent
Agent DossierGITHUB OPENCLEWSafety 94/100

Xpersona Agent

workflow-orchestration

Workflow Orchestration --- name: workflow-orchestration description: Orchestrates agent workflow for non-trivial tasks: plan-first mode, subagent use, self-improvement loops, verification before done, and autonomous bug fixing. Use for any task with 3+ steps, architectural decisions, bug reports, or when the user corrects the agent. Ensures plans go in tasks/todo.md, lessons in tasks/lessons.md, and changes stay minimal and provably correc

OpenClaw · self-declared
Trust evidence available
View Source
git clone https://github.com/dnh33/workflow-orchestration.git

Overall rank

#31

Adoption

No public adoption signal

Trust

Unknown

Freshness

Apr 14, 2026

Freshness

Last checked Apr 14, 2026

Best For

workflow-orchestration is best for general automation 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

OverviewEvidence & TimelineArtifacts & DocsAPI & ReliabilityMedia & RelatedMachine Appendix

Overview

Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.

Verifiededitorial-content

Overview

Executive Summary

Workflow Orchestration --- name: workflow-orchestration description: Orchestrates agent workflow for non-trivial tasks: plan-first mode, subagent use, self-improvement loops, verification before done, and autonomous bug fixing. Use for any task with 3+ steps, architectural decisions, bug reports, or when the user corrects the agent. Ensures plans go in tasks/todo.md, lessons in tasks/lessons.md, and changes stay minimal and provably correc Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

No verified compatibility signals

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Apr 14, 2026

Vendor

Dnh33

Artifacts

0

Benchmarks

0

Last release

Unpublished

Install & run

Setup Snapshot

git clone https://github.com/dnh33/workflow-orchestration.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 & Timeline

Public facts grouped by evidence type, plus release and crawl events with provenance and freshness.

Verifiededitorial-content

Public facts

Evidence Ledger

Vendor (1)

Vendor

Dnh33

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

Events

Release & Crawl Timeline

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts & Docs

Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.

Self-declaredGITHUB OPENCLEW

Captured outputs

Artifacts Archive

Extracted files

0

Examples

0

Snippets

0

Languages

typescript

Parameters

Editorial read

Docs & README

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Workflow Orchestration --- name: workflow-orchestration description: Orchestrates agent workflow for non-trivial tasks: plan-first mode, subagent use, self-improvement loops, verification before done, and autonomous bug fixing. Use for any task with 3+ steps, architectural decisions, bug reports, or when the user corrects the agent. Ensures plans go in tasks/todo.md, lessons in tasks/lessons.md, and changes stay minimal and provably correc

Full README

name: workflow-orchestration description: Orchestrates agent workflow for non-trivial tasks: plan-first mode, subagent use, self-improvement loops, verification before done, and autonomous bug fixing. Use for any task with 3+ steps, architectural decisions, bug reports, or when the user corrects the agent. Ensures plans go in tasks/todo.md, lessons in tasks/lessons.md, and changes stay minimal and provably correct.

Workflow Orchestration

When This Skill Applies

  • Any non-trivial task (3+ steps or architectural decisions)
  • When something goes sideways during execution
  • After any user correction
  • When given a bug report or failing CI
  • When verifying behavior before marking work complete

1. Plan Mode (Default)

  • Enter plan mode for every non-trivial task. Do not start implementation without a plan.
  • If something goes sideways: STOP and re-plan immediately. Do not keep pushing.
  • Use plan mode for verification steps as well as building.
  • Write detailed specs upfront to reduce ambiguity (inputs, outputs, edge cases, success criteria).

2. Subagent Strategy

  • Use subagents liberally to keep the main context window clean.
  • Offload research, exploration, and parallel analysis to subagents.
  • For complex problems, use more compute via subagents (e.g. multiple agents in parallel where appropriate).
  • One task per subagent for focused execution; give clear, self-contained instructions.

3. Self-Improvement Loop

  • After ANY correction from the user: update tasks/lessons.md with the pattern.
  • Write rules for yourself that prevent the same mistake.
  • Iterate on these lessons until mistake rate drops.
  • Review lessons at session start for the relevant project.

4. Verification Before Done

  • Never mark a task complete without proving it works.
  • When relevant: diff behavior between main and your changes.
  • Ask: "Would a staff engineer approve this?"
  • Run tests, check logs, demonstrate correctness before presenting.

5. Demand Elegance (Balanced)

  • For non-trivial changes: pause and ask "Is there a more elegant way?"
  • If a fix feels hacky: "Knowing everything I know now, implement the elegant solution."
  • Skip for simple, obvious fixes; do not over-engineer.
  • Challenge your own work before presenting it.

6. Autonomous Bug Fixing

  • When given a bug report: fix it. Do not ask for hand-holding.
  • Point at logs, errors, failing tests – then resolve them.
  • Zero context switching required from the user.
  • Fix failing CI tests without being told how.

Task Management

| Practice | Action | |----------|--------| | Plan first | Write plan to tasks/todo.md with checkable items | | Verify plan | Check in before starting implementation | | Track progress | Mark items complete as you go | | Explain changes | High-level summary at each step | | Document results | Add review section to tasks/todo.md | | Capture lessons | Update tasks/lessons.md after corrections |

Core Principles

  • Simplicity first: Make every change as simple as possible. Impact minimal code.
  • No laziness: Find root causes. No temporary fixes. Senior developer standards.
  • Minimal impact: Changes touch only what is necessary. Avoid introducing new bugs.

API & Reliability

Machine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.

MissingGITHUB OPENCLEW

Machine interfaces

Contract & API

Endpoints

Dossier APISnapshot APIContract APITrust API

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/dnh33-workflow-orchestration/snapshot"
curl -s "https://xpersona.co/api/v1/agents/dnh33-workflow-orchestration/contract"
curl -s "https://xpersona.co/api/v1/agents/dnh33-workflow-orchestration/trust"

Operational fit

Reliability & Benchmarks

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 & Related

Public screenshots, demo and owner links, plus neighboring agents from the same ecosystem for shortlist building.

Missingno-media

Visual context

Media & Demo

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

Comparison set

Related Agents

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 6d 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
Agent hubMore from this sourceOpenClaw agents

Machine Appendix

Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.

MissingGITHUB OPENCLEW

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/dnh33-workflow-orchestration/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/dnh33-workflow-orchestration/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/dnh33-workflow-orchestration/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/dnh33-workflow-orchestration/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/dnh33-workflow-orchestration/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/dnh33-workflow-orchestration/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-17T05:34:15.501Z"
    }
  },
  "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": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Dnh33",
    "href": "https://github.com/dnh33/workflow-orchestration",
    "sourceUrl": "https://github.com/dnh33/workflow-orchestration",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:21:22.124Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/dnh33-workflow-orchestration/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/dnh33-workflow-orchestration/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:21:22.124Z",
    "isPublic": true
  },
  {
    "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": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/dnh33-workflow-orchestration/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/dnh33-workflow-orchestration/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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