Xpersona

Crawler Summary

crewui answer-first brief

A TUI for CrewAI crewui A $1 terminal UI for a sequential $1 pipeline. You build a Crew; crewui renders it — a sidebar task tracker, a live agent-output stream, a pipeline log, and a token/cost summary — and, when a task asks for human review, routes the feedback prompt to an input box instead of a blocking terminal input(). crewui is a presentation layer and nothing more. It reads a Crew and touches only two things beyond it: the st Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

Freshness

Last checked 10/9/2026

Best For

crewui 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
Agent DossierGITHUB REPOSSafety: 66/100

crewui

A TUI for CrewAI crewui A $1 terminal UI for a sequential $1 pipeline. You build a Crew; crewui renders it — a sidebar task tracker, a live agent-output stream, a pipeline log, and a token/cost summary — and, when a task asks for human review, routes the feedback prompt to an input box instead of a blocking terminal input(). crewui is a presentation layer and nothing more. It reads a Crew and touches only two things beyond it: the st

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

Coolhandle01

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Unpublished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

Coolhandle01

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

5

Snippets

0

Languages

python

Executable Examples

bash

pipx install crewui        # the CLI + the demo, isolated
# or, as a library in your project:
pip install crewui

bash

crewui demo                # drives a scripted three-phase pipeline in the TUI
crewui demo --dry-run      # render the layout without walking the pipeline

python

from crewui import CrewAIPipelineTUI

CrewAIPipelineTUI(
    crew=build_my_crew(),          # any sequential crewai.Crew
    record_prefix="myapp",         # log records under this name render in the agent pane
    pipeline_name="My Pipeline",   # sidebar title
).run()

python

class MyTUI(CrewAIPipelineTUI):
    CSS_PATH = "my_app.tcss"

bash

python -m venv .venv && . .venv/bin/activate
pip install -e ".[dev]"

ruff check .
mypy
pylint crewui
pytest --cov=crewui --cov-branch --cov-report=term-missing --cov-fail-under=95

Docs & README

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

Self-declaredGITHUB REPOS

Docs source

GITHUB REPOS

Editorial quality

ready

A TUI for CrewAI crewui A $1 terminal UI for a sequential $1 pipeline. You build a Crew; crewui renders it — a sidebar task tracker, a live agent-output stream, a pipeline log, and a token/cost summary — and, when a task asks for human review, routes the feedback prompt to an input box instead of a blocking terminal input(). crewui is a presentation layer and nothing more. It reads a Crew and touches only two things beyond it: the st

Full README

crewui

A Textual terminal UI for a sequential CrewAI pipeline. You build a Crew; crewui renders it — a sidebar task tracker, a live agent-output stream, a pipeline log, and a token/cost summary — and, when a task asks for human review, routes the feedback prompt to an input box instead of a blocking terminal input().

crewui is a presentation layer and nothing more. It reads a Crew and touches only two things beyond it: the step/task callback contract and, for human review, one semi-internal crewai provider hook. Everything application-specific — where a run id is recorded, how run metrics are computed and priced — is injected through callbacks, so the package never reaches up into your app.

Install

pipx install crewui        # the CLI + the demo, isolated
# or, as a library in your project:
pip install crewui

See it run without writing any code or setting an API key:

crewui demo                # drives a scripted three-phase pipeline in the TUI
crewui demo --dry-run      # render the layout without walking the pipeline

The demo is fully offline — no LLM call, no network — so it doubles as a smoke test that the install works.

Use it in your app

from crewui import CrewAIPipelineTUI

CrewAIPipelineTUI(
    crew=build_my_crew(),          # any sequential crewai.Crew
    record_prefix="myapp",         # log records under this name render in the agent pane
    pipeline_name="My Pipeline",   # sidebar title
).run()

The sidebar reads each task's display name (Task.name) and agent role straight off crew.tasks, so wiring the crew is the whole job — there is no separate task map to maintain.

Injecting host behaviour

Three optional callbacks carry everything crewui deliberately does not know:

| Callback | When it fires | Typical use | |---|---|---| | on_start() | worker thread, right before kickoff() | bind a run id, stamp the start time | | on_complete(result) | right after kickoff() | persist run metrics | | get_token_cost(input_tokens, output_tokens) | when rendering the summary | return the USD estimate to display |

A save failure in on_complete is swallowed and surfaced in the pipeline log — persistence never takes the UI down.

Theming

CrewAIPipelineTUI ships a usable dark theme and owns it as an absolute CSS_PATH. A subclass ships its own look by setting its own CSS_PATH:

class MyTUI(CrewAIPipelineTUI):
    CSS_PATH = "my_app.tcss"

Human review

A Task(human_input=True) pauses the run for feedback. crewui opens the input box, parks the worker thread until you submit, and feeds what you type back into crewai's feedback loop (empty input — just Enter — means "accept"). The routing leans on crewai.core.providers.human_input, a semi-internal API isolated to a single factory in crewui/app.py so there is one place to fix if it moves between crewai versions.

The crewai version pin, and the fork

crewui declares crewai>=1.15.6,<1.16.

  • The floor (1.15.6) is the first release where the agent executor's ask_for_human_input compatibility property is back. A 1.14.5 executor regression crashed human_input=True with 'AgentExecutor' object has no attribute 'ask_for_human_input'; below the floor, the human-review feature does not work.
  • The ceiling (<1.16) is deliberate, not lazy. The human-input routing is the one place crewui reaches past crewai's public surface, so a minor bump is a review event: re-check that seam, then move the ceiling.

There is a second, separate human-input bug that a stock PyPI crewai still carries: the feedback prompt tells the operator to review "the Final Result above", but crewai only renders that result when verbose=True — so under a TUI with verbose off, the operator is asked to review output that was never printed. The downstream project this library was extracted from pins a crewai fork that adds a Result-for-Review panel so the referenced output is always shown. crewui does not pin that fork — it works against stock crewai, and simply streams each answer into the agent-output pane before the review gate opens, which is the generic equivalent of what the fork's panel does. If you need the fork's exact behaviour, pin it in your application, not here.

Development

python -m venv .venv && . .venv/bin/activate
pip install -e ".[dev]"

ruff check .
mypy
pylint crewui
pytest --cov=crewui --cov-branch --cov-report=term-missing --cov-fail-under=95

The pure helpers in crewui/_helpers.py are unit-tested; the App itself is driven through Textual's pilot harness in tests/test_app.py — status transitions, the dry-run preview, the metrics block, the error path, and the human-review gate all run against a fake offline crew.

Licence

MIT. See LICENSE.

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-coolhandle01-crewui/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-coolhandle01-crewui/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-coolhandle01-crewui/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 9h 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 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 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-coolhandle01-crewui/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-coolhandle01-crewui/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-coolhandle01-crewui/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-coolhandle01-crewui/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-coolhandle01-crewui/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-coolhandle01-crewui/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_REPOS",
      "generatedAt": "2026-10-10T03:51:59.196Z"
    }
  },
  "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": "Coolhandle01",
    "href": "https://github.com/coolhandle01/crewui",
    "sourceUrl": "https://github.com/coolhandle01/crewui",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-10-09T15:57:34.076Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-coolhandle01-crewui/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-coolhandle01-crewui/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-10-09T15:57:34.076Z",
    "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-coolhandle01-crewui/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-coolhandle01-crewui/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 crewui and adjacent AI workflows.