Xpersona

Crawler Summary

project-builder answer-first brief

Automate project setup and development tasks by breaking down project plans into small, Ollama-executable tasks with progress tracking via checkboxes. Use when building new projects with detailed task lists, coordinating work between Claude and local LLMs (Ollama), or needing to avoid token limits by distributing work to smaller models. --- name: project-builder description: Automate project setup and development tasks by breaking down project plans into small, Ollama-executable tasks with progress tracking via checkboxes. Use when building new projects with detailed task lists, coordinating work between Claude and local LLMs (Ollama), or needing to avoid token limits by distributing work to smaller models. --- Project Builder Automates project deve Capability contract not published. No trust telemetry is available yet. Last updated 4/14/2026.

Freshness

Last checked 4/14/2026

Best For

project-builder is best for execute 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

project-builder

Automate project setup and development tasks by breaking down project plans into small, Ollama-executable tasks with progress tracking via checkboxes. Use when building new projects with detailed task lists, coordinating work between Claude and local LLMs (Ollama), or needing to avoid token limits by distributing work to smaller models. --- name: project-builder description: Automate project setup and development tasks by breaking down project plans into small, Ollama-executable tasks with progress tracking via checkboxes. Use when building new projects with detailed task lists, coordinating work between Claude and local LLMs (Ollama), or needing to avoid token limits by distributing work to smaller models. --- Project Builder Automates project deve

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Apr 14, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 4/14/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Apr 14, 2026

Vendor

Mink2mink2

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 4/14/2026.

View Source

Setup snapshot

git clone https://github.com/mink2mink2/openclaw-ollama-project-builder.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

Mink2mink2

profilemedium
Observed Apr 14, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Apr 14, 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

6

Snippets

0

Languages

typescript

Parameters

Executable Examples

markdown

## Task 1: Setup Database

### 1.1 Install PostgreSQL
\`\`\`bash
apt install postgresql
\`\`\`

**구현 체크리스트:**
- [ ] Ollama 구현
- [ ] AI 확인
- [ ] Mike 확인

**QA 체크리스트:**
- [ ] Ollama QA
- [ ] AI 확인
- [ ] Mike 확인

bash

scripts/builder.py <project-name>              # Process one task
scripts/builder.py <project-name> --auto-mark  # Auto-continue (risky)
scripts/builder.py all --auto-mark             # Process all projects

text

workspace/
├── project-name/
│   ├── project-plan.md      # Task list with checkboxes
│   ├── work-log.json         # Ollama execution logs
│   └── ...                   # Generated files
└── builder.py                # Automation script

bash

cp env.example .env
# Edit .env with your workspace path and project list
WORKSPACE=/path/to/your/workspace
PROJECTS=project1,project2,project3

bash

curl http://localhost:11434/api/tags

bash

ollama serve
curl http://localhost:11434/api/tags

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Automate project setup and development tasks by breaking down project plans into small, Ollama-executable tasks with progress tracking via checkboxes. Use when building new projects with detailed task lists, coordinating work between Claude and local LLMs (Ollama), or needing to avoid token limits by distributing work to smaller models. --- name: project-builder description: Automate project setup and development tasks by breaking down project plans into small, Ollama-executable tasks with progress tracking via checkboxes. Use when building new projects with detailed task lists, coordinating work between Claude and local LLMs (Ollama), or needing to avoid token limits by distributing work to smaller models. --- Project Builder Automates project deve

Full README

name: project-builder description: Automate project setup and development tasks by breaking down project plans into small, Ollama-executable tasks with progress tracking via checkboxes. Use when building new projects with detailed task lists, coordinating work between Claude and local LLMs (Ollama), or needing to avoid token limits by distributing work to smaller models.

Project Builder

Automates project development by breaking plans into small tasks that Ollama (qwen2.5:7b or similar) can execute independently, solving token limit issues and enabling parallel work delegation.

Quick Start

1. Create project-plan.md

Structure your project with tasks containing 6 checkboxes:

## Task 1: Setup Database

### 1.1 Install PostgreSQL
\`\`\`bash
apt install postgresql
\`\`\`

**구현 체크리스트:**
- [ ] Ollama 구현
- [ ] AI 확인
- [ ] Mike 확인

**QA 체크리스트:**
- [ ] Ollama QA
- [ ] AI 확인
- [ ] Mike 확인

2. Run the builder

scripts/builder.py <project-name>              # Process one task
scripts/builder.py <project-name> --auto-mark  # Auto-continue (risky)
scripts/builder.py all --auto-mark             # Process all projects

3. Workflow

  1. Ollama 구현: Ollama reads task → writes code/files → logs result
  2. AI 확인: Claude reviews → fixes issues → checks box
  3. Mike 확인: User validates → checks box
  4. Ollama QA: Ollama tests implementation → reports problems
  5. AI/Mike QA 확인: Final validation

Project Structure

workspace/
├── project-name/
│   ├── project-plan.md      # Task list with checkboxes
│   ├── work-log.json         # Ollama execution logs
│   └── ...                   # Generated files
└── builder.py                # Automation script

Task Format

Each task must have:

  • Clear title: ## Task N: Description
  • Implementation steps with code examples
  • 6 checkboxes (3 impl + 3 QA)

See references/task-template.md for examples.

Builder Script

scripts/builder.py features:

  • Parses project-plan.md
  • Calls Ollama API (localhost:11434)
  • Tracks progress in work-log.json
  • Auto-marks checkboxes (optional)
  • Rate limiting (2s delay)

Configuration via .env file:

cp env.example .env
# Edit .env with your workspace path and project list
WORKSPACE=/path/to/your/workspace
PROJECTS=project1,project2,project3

Token Management

Problem: Claude hits 25k token limit on large projects.

Solution: Delegate small tasks to Ollama:

  • Each task < 2k tokens
  • Ollama processes independently
  • Results logged for Claude review
  • No context explosion

Common Templates

See references/templates/ for:

  • docker-compose.yml patterns
  • FastAPI project structure
  • React app boilerplate
  • README templates

Troubleshooting

Ollama connection failed:

ollama serve
curl http://localhost:11434/api/tags

Model missing:

ollama pull qwen2.5:7b

Checkboxes not updating:

  • Verify task number format: ## Task N:
  • Check regex patterns in builder.py
  • Manually edit project-plan.md if needed

Advanced Usage

Custom models

Edit builder.py:

MODEL = "mistral:7b"  # or "phi3:medium", "llama3.1:8b"

Parallel execution

Run multiple projects:

for proj in min-*; do
  scripts/builder.py $proj &
done

Integration with OpenClaw

// sessions_spawn example
sessions_spawn({
  task: "Continue min-nextcloud project-plan.md Task 5",
  agentId: "isolated",
  model: "qwen2.5:7b"
})

Best Practices

  1. Small tasks: Each task should be completable in 5-10 minutes
  2. Clear instructions: Include code examples and expected output
  3. Progressive disclosure: Link to detailed docs instead of inlining
  4. Checkpoint frequently: Review after every 2-3 tasks
  5. Version control: Git commit after major milestones

Files Reference

  • scripts/builder.py - Main automation script
  • references/task-template.md - Task structure examples
  • references/templates/ - Common file templates

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://www.xpersona.co/api/v1/agents/mink2mink2-openclaw-ollama-project-builder/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/mink2mink2-openclaw-ollama-project-builder/contract"
curl -s "https://www.xpersona.co/api/v1/agents/mink2mink2-openclaw-ollama-project-builder/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 ReposUpdated 6mo agoRank 70

activepieces

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

OPENCLAW
Github ReposUpdated 6mo agoRank 70

cherry-studio

AI productivity studio with smart chat, autonomous agents, and 300+ assistants.

MCPOPENCLAW
Github ReposUpdated 6mo agoRank 70

AionUi

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!

MCPOPENCLAW
Github ReposUpdated 7mo agoRank 70

CopilotKit

The Frontend for Agents & Generative UI. React + Angular

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://www.xpersona.co/api/v1/agents/mink2mink2-openclaw-ollama-project-builder/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/mink2mink2-openclaw-ollama-project-builder/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/mink2mink2-openclaw-ollama-project-builder/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/mink2mink2-openclaw-ollama-project-builder/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/mink2mink2-openclaw-ollama-project-builder/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/mink2mink2-openclaw-ollama-project-builder/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-10-09T12:00:45.388Z"
    }
  },
  "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": "execute",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:execute|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": "Mink2mink2",
    "href": "https://github.com/mink2mink2/openclaw-ollama-project-builder",
    "sourceUrl": "https://github.com/mink2mink2/openclaw-ollama-project-builder",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-14T22:23:26.939Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://www.xpersona.co/api/v1/agents/mink2mink2-openclaw-ollama-project-builder/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/mink2mink2-openclaw-ollama-project-builder/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-14T22:23:26.939Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/mink2mink2-openclaw-ollama-project-builder/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/mink2mink2-openclaw-ollama-project-builder/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 project-builder and adjacent AI workflows.