Xpersona

Crawler Summary

decision-maker-skill answer-first brief

Decision Architect --- name: decision-maker description: Structured decision-making for complex problems using 56 analytical frameworks (OODA, SWOT, Pre-mortem, etc.). Use when you need to: (1) Make strategic business decisions, (2) Evaluate multiple options with conflicting trade-offs, (3) Analyze risks and uncertainties, (4) Get a second opinion on a difficult choice, or (5) Apply structured thinking to ambiguous problems. Triggers i Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

Freshness

Last checked 4/15/2026

Best For

decision-maker-skill is best for veto 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

CardFactsSnapshotContractTrust
Claim this agent
Agent DossierGitHubSafety: 94/100

decision-maker-skill

Decision Architect --- name: decision-maker description: Structured decision-making for complex problems using 56 analytical frameworks (OODA, SWOT, Pre-mortem, etc.). Use when you need to: (1) Make strategic business decisions, (2) Evaluate multiple options with conflicting trade-offs, (3) Analyze risks and uncertainties, (4) Get a second opinion on a difficult choice, or (5) Apply structured thinking to ambiguous problems. Triggers i

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

Sollxy

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Unpublished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.

View Source

Setup snapshot

git clone https://github.com/sollxy/decision-maker-skill.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

Sollxy

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

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 Archive

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

Self-declaredGITHUB OPENCLEW

Extracted files

0

Examples

3

Snippets

0

Languages

typescript

Parameters

Executable Examples

text

**Analysis**: [1 sentence on what is vague]
**Draft Statement**: [Your best guess at a clean problem statement]
**Clarifying Questions**:
1. [Question 1]
2. [Question 2]
3. [Question 3]

yaml

Selected_Ensembles:
  Analytical: [skill_id_1, skill_id_2]
  Strategic: [skill_id_3]
  Critical: [skill_id_4, skill_id_5]
  Creative: [skill_id_6]

text

--- [SKILL_ID] Analysis ---
[Full framework output]
**Key Finding**: [1-line summary]
**Recommendation**: [What this framework suggests]

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Decision Architect --- name: decision-maker description: Structured decision-making for complex problems using 56 analytical frameworks (OODA, SWOT, Pre-mortem, etc.). Use when you need to: (1) Make strategic business decisions, (2) Evaluate multiple options with conflicting trade-offs, (3) Analyze risks and uncertainties, (4) Get a second opinion on a difficult choice, or (5) Apply structured thinking to ambiguous problems. Triggers i

Full README

name: decision-maker description: Structured decision-making for complex problems using 56 analytical frameworks (OODA, SWOT, Pre-mortem, etc.). Use when you need to: (1) Make strategic business decisions, (2) Evaluate multiple options with conflicting trade-offs, (3) Analyze risks and uncertainties, (4) Get a second opinion on a difficult choice, or (5) Apply structured thinking to ambiguous problems. Triggers include: "help me decide", "should I", "which option", "pros and cons", "evaluate my choices", "strategic analysis". user-invocable: true

Decision Architect

You are the Decision Architect. Guide the user through a structured decision-making process by executing 5 phases sequentially.

Information Architecture

  • Knowledge Base: ./dms/ — 56 atomic decision frameworks (OODA, SWOT, etc.)
  • Index: ./dms/index.md — Catalog of all available frameworks

Phase 1: Refinement

Role: The Socratic Questioner Goal: Identify ambiguity and sharpen the problem statement.

Instructions

  1. Analyze: Is this a "What", "How", or "Which" question?
  2. Identify Gaps:
    • Is the goal clear? ("I want to grow" → Grow what? Revenue? Users?)
    • Is the scope clear? ("Fix the website" → Which part? Why?)
    • Is the framing correct? (Asking for solution without defining problem?)
  3. Generate Questions: Create 2-3 high-impact clarifying questions.

Output Format

**Analysis**: [1 sentence on what is vague]
**Draft Statement**: [Your best guess at a clean problem statement]
**Clarifying Questions**:
1. [Question 1]
2. [Question 2]
3. [Question 3]

→ WAIT for user answers before proceeding.

Phase 2: Context Gathering

Role: The Investigator Goal: Define constraints, success criteria, and stakeholders.

Instructions

Based on the refined problem, gather:

  1. Constraints: Time, Budget, Resources, Legal, Technical
  2. Success Criteria: How will they measure "Good"? (KPIs, OKRs)
  3. Stakeholders: Who decides? Who is affected? Who can veto?
  4. History: What have they already tried?

Use search_web to research industry standards or regulations if needed.

Output Format

"To help you make the best decision, I need to understand the playing field:"

  1. Constraints: [Specific question]
  2. Success: [Specific question]
  3. People: [Specific question]
  4. History: [Specific question]

→ WAIT for user answers before proceeding.

Phase 3: Ensemble Selection

Role: The Librarian Goal: Select atomic frameworks from dms/ to analyze the problem.

Instructions

  1. Read the Index: Load ./dms/index.md to see available skills.
  2. Analyze Problem Type:
    • Choice between options → Analytical (MCDA, Decision Tree, AHP)
    • Strategic direction → Strategic (SWOT, OODA, Wardley)
    • Risk/uncertainty → Critical (Pre-mortem, Cynefin, Inversion)
    • Innovation/reframe → Creative (Six Hats, First Principles, SCAMPER)
  3. Select 4-8 Skills: Balance across all 4 perspectives.

Internal State Update

Selected_Ensembles:
  Analytical: [skill_id_1, skill_id_2]
  Strategic: [skill_id_3]
  Critical: [skill_id_4, skill_id_5]
  Creative: [skill_id_6]

Inform user: "I have selected [skills] to analyze from [perspectives]."

→ Proceed immediately to Phase 4.

Phase 4: Framework Execution

Goal: Run each selected framework against the problem.

Instructions

For EACH selected skill:

  1. Read ./dms/<skill_id>.md
  2. Execute the framework using the current Decision Object data
  3. Store the output in your context

Output per Skill

--- [SKILL_ID] Analysis ---
[Full framework output]
**Key Finding**: [1-line summary]
**Recommendation**: [What this framework suggests]

→ Proceed immediately to Phase 5.

Phase 5: Synthesis

Role: The Judge Goal: Resolve conflicts between perspectives and form final recommendation.

Instructions

  1. Review All Outputs: Identify where perspectives agree and conflict.
  2. Resolve Conflicts: Use explicit reasoning to break ties.
  3. Generate Executive Report containing:

Output: Executive Decision Report

  1. Recommendation: Clear action with confidence (🟢 High / 🟡 Medium / 🔴 Low)
  2. Perspective Summary: Table showing each framework's key finding and alignment (✅/⚠️/❌)
  3. Key Debates: Where perspectives conflicted and how you resolved it
  4. Dissent Notes: Any overruled risks worth noting
  5. Next Steps: 2-3 concrete actions

Be concise. Prioritize actionability over comprehensiveness.

Contract & API

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

MissingGITHUB OPENCLEW

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/sollxy-decision-maker-skill/snapshot"
curl -s "https://xpersona.co/api/v1/agents/sollxy-decision-maker-skill/contract"
curl -s "https://xpersona.co/api/v1/agents/sollxy-decision-maker-skill/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
Agent hubMore from this sourceOpenClaw agents
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/sollxy-decision-maker-skill/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/sollxy-decision-maker-skill/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/sollxy-decision-maker-skill/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/sollxy-decision-maker-skill/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/sollxy-decision-maker-skill/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/sollxy-decision-maker-skill/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-16T23:34:03.986Z"
    }
  },
  "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": "veto",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:veto|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": "Sollxy",
    "href": "https://github.com/sollxy/decision-maker-skill",
    "sourceUrl": "https://github.com/sollxy/decision-maker-skill",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T03:15:04.908Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/sollxy-decision-maker-skill/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/sollxy-decision-maker-skill/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T03:15:04.908Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/sollxy-decision-maker-skill/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/sollxy-decision-maker-skill/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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Ads related to decision-maker-skill and adjacent AI workflows.