Xpersona

Crawler Summary

ai-terminal-assistant answer-first brief

An AI-powered command line interface built with CrewAI. Uses a two-agent system (Router and Executor) to interpret natural language commands and safely perform shell, file system, code editing, and Git operations. AI Command Line Agent (CrewAI Terminal Assistant) An intelligent, AI-powered Command Line Interface (CLI) assistant built using **CrewAI** and **Python**. It translates natural language prompts into automated local actions using a two-agent sequential architecture (Router & Executor) and executes them using specialized tools. Architecture Flow The system uses a sequential agent pipeline: 1. **Router Agent**: Analyzes Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

Freshness

Last checked 10/9/2026

Best For

ai-terminal-assistant is best for crewai, multi-agent workflows where OpenClaw compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB REPOS, runtime-metrics, public facts pack

CardFactsSnapshotContractTrust
Claim this agent
Agent DossierGITHUB REPOSSafety: 66/100

ai-terminal-assistant

An AI-powered command line interface built with CrewAI. Uses a two-agent system (Router and Executor) to interpret natural language commands and safely perform shell, file system, code editing, and Git operations. AI Command Line Agent (CrewAI Terminal Assistant) An intelligent, AI-powered Command Line Interface (CLI) assistant built using **CrewAI** and **Python**. It translates natural language prompts into automated local actions using a two-agent sequential architecture (Router & Executor) and executes them using specialized tools. Architecture Flow The system uses a sequential agent pipeline: 1. **Router Agent**: Analyzes

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Oct 9, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Oct 9, 2026

Vendor

Ayushsingh 02082004

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Unpublished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 10/9/2026.

View Source

Setup snapshot

  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

Ayushsingh 02082004

profilemedium
Observed Oct 9, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Oct 9, 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 REPOS

Extracted files

0

Examples

6

Snippets

0

Languages

python

Executable Examples

bash

git clone https://github.com/Ayushsingh-02082004/ai-terminal-assistant.git
cd ai-terminal-assistant

bash

python -m venv venv

# Activate it (Windows PowerShell):
.\venv\Scripts\Activate.ps1

# Activate it (macOS/Linux):
source venv/bin/activate

bash

pip install -r backend/requirements.txt

bash

cp backend/.env.example backend/.env

ini

OLLAMA_API_KEY=your_private_api_key_here
OLLAMA_MODEL_NAME=gemma4:31b-cloud
OLLAMA_API_BASE=https://ollama.com/v1

bash

cd backend
python run.py

Docs & README

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

Self-declaredGITHUB REPOS

Docs source

GITHUB REPOS

Editorial quality

ready

An AI-powered command line interface built with CrewAI. Uses a two-agent system (Router and Executor) to interpret natural language commands and safely perform shell, file system, code editing, and Git operations. AI Command Line Agent (CrewAI Terminal Assistant) An intelligent, AI-powered Command Line Interface (CLI) assistant built using **CrewAI** and **Python**. It translates natural language prompts into automated local actions using a two-agent sequential architecture (Router & Executor) and executes them using specialized tools. Architecture Flow The system uses a sequential agent pipeline: 1. **Router Agent**: Analyzes

Full README

AI Command Line Agent (CrewAI Terminal Assistant)

An intelligent, AI-powered Command Line Interface (CLI) assistant built using CrewAI and Python. It translates natural language prompts into automated local actions using a two-agent sequential architecture (Router & Executor) and executes them using specialized tools.

Architecture Flow

The system uses a sequential agent pipeline:

  1. Router Agent: Analyzes your natural language command, determines the intent category (Shell, File, Code, Git), and builds a structured step-by-step execution plan.
  2. Executor Agent: Equipped with custom Python toolsets, it carries out the Router's plan by executing local terminal or file operations.
  3. Output Layer: Receives the raw result and formats it into a premium, colored terminal UI using the rich library.

Prerequisites

  • Python 3.10 to 3.13
  • Git

Installation & Setup

1. Clone the repository

git clone https://github.com/Ayushsingh-02082004/ai-terminal-assistant.git
cd ai-terminal-assistant

2. Set up a Virtual Environment

It is recommended to run the project in a clean virtual environment:

python -m venv venv

# Activate it (Windows PowerShell):
.\venv\Scripts\Activate.ps1

# Activate it (macOS/Linux):
source venv/bin/activate

3. Install Dependencies

pip install -r backend/requirements.txt

4. Configure your Environment variables

Create your local .env file in the backend/ folder:

cp backend/.env.example backend/.env

Open backend/.env and fill in your Ollama Cloud (or custom endpoint) credentials:

OLLAMA_API_KEY=your_private_api_key_here
OLLAMA_MODEL_NAME=gemma4:31b-cloud
OLLAMA_API_BASE=https://ollama.com/v1

Running the CLI Agent

To start the interactive loop, navigate to the backend/ directory and run:

cd backend
python run.py

Example Commands to Try:

  • list all files in the current folder
  • create a file named hello.txt with the content "Hello World"
  • check the git status of the repository
  • verify the python syntax of backend/run.py
  • find the file names in the backend folder whose size is less than 20 MB

Project Structure

  • backend/run.py — Application launcher.
  • backend/src/cli_agent/main.py — CLI user loop.
  • backend/src/cli_agent/crew.py — Orchestrator tying LLMs, agents, and tasks together.
  • backend/src/cli_agent/config/agents.yaml — Declarative roles for Router and Executor.
  • backend/src/cli_agent/config/tasks.yaml — Declarative routing and execution tasks.
  • backend/src/cli_agent/services/ — Custom Python tools (Shell, File, Code, Git).
  • backend/src/cli_agent/utils/formatter.py — CLI terminal output styling.

Contract & API

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

MissingGITHUB REPOS

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/crewai-ayushsingh-02082004-ai-terminal-assistant/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-ayushsingh-02082004-ai-terminal-assistant/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-ayushsingh-02082004-ai-terminal-assistant/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/crewai-ayushsingh-02082004-ai-terminal-assistant/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-ayushsingh-02082004-ai-terminal-assistant/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-ayushsingh-02082004-ai-terminal-assistant/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-ayushsingh-02082004-ai-terminal-assistant/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-ayushsingh-02082004-ai-terminal-assistant/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-ayushsingh-02082004-ai-terminal-assistant/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_REPOS",
      "generatedAt": "2026-10-09T18:22:52.094Z"
    }
  },
  "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": "crewai",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "multi-agent",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:crewai|supported|profile capability:multi-agent|supported|profile"
}

Facts JSON

[
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Ayushsingh 02082004",
    "href": "https://github.com/Ayushsingh-02082004/ai-terminal-assistant",
    "sourceUrl": "https://github.com/Ayushsingh-02082004/ai-terminal-assistant",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-10-09T14:16:29.567Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-ayushsingh-02082004-ai-terminal-assistant/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-ayushsingh-02082004-ai-terminal-assistant/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-10-09T14:16:29.567Z",
    "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://www.xpersona.co/api/v1/agents/crewai-ayushsingh-02082004-ai-terminal-assistant/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-ayushsingh-02082004-ai-terminal-assistant/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 ai-terminal-assistant and adjacent AI workflows.