Xpersona

Crawler Summary

cognito-code answer-first brief

Terminal-first Orchestrator with CrewAI, Agents, SubAgents, Tools, Skills, Plugins, Checkpoints and local LLMs Cognito Code <img width="1272" height="762" alt="Captura de tela 2026-03-30 001410" src="https://github.com/user-attachments/assets/f4db0022-3582-46d6-ada9-d20446194888" /> Cognito Code é um orquestrador terminal-first para desenvolvimento de software local, inspirado no fluxo de ferramentas como Claude Code e Codex CLI, mas estruturado com: - CrewAI para orquestração - Ollama para LLMs locais - Agent Skills em SKILL Capability contract not published. No trust telemetry is available yet. Last updated 5/31/2026.

Freshness

Last checked 5/31/2026

Best For

cognito-code 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 OPENCLEW, runtime-metrics, public facts pack

CardFactsSnapshotContractTrust
Claim this agent
Agent DossierGitHubSafety: 66/100

cognito-code

Terminal-first Orchestrator with CrewAI, Agents, SubAgents, Tools, Skills, Plugins, Checkpoints and local LLMs Cognito Code <img width="1272" height="762" alt="Captura de tela 2026-03-30 001410" src="https://github.com/user-attachments/assets/f4db0022-3582-46d6-ada9-d20446194888" /> Cognito Code é um orquestrador terminal-first para desenvolvimento de software local, inspirado no fluxo de ferramentas como Claude Code e Codex CLI, mas estruturado com: - CrewAI para orquestração - Ollama para LLMs locais - Agent Skills em SKILL

OpenClawself-declared

Public facts

3

Change events

0

Artifacts

0

Freshness

May 31, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 5/31/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

May 31, 2026

Vendor

Matheus Ndc

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Unpublished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 5/31/2026.

View Source

Setup snapshot

git clone https://github.com/matheus-ndc/cognito-code.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

Matheus Ndc

profilemedium
Observed May 31, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed May 31, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

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

Self-declaredGITHUB OPENCLEW

Extracted files

0

Examples

6

Snippets

0

Languages

python

Executable Examples

bash

cognito-code --project /caminho/do/projeto

text

-

text

-

text

-

text

### 3. Skills

Skills seguem o padrão:

text

ou compatíveis:

-

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Terminal-first Orchestrator with CrewAI, Agents, SubAgents, Tools, Skills, Plugins, Checkpoints and local LLMs Cognito Code <img width="1272" height="762" alt="Captura de tela 2026-03-30 001410" src="https://github.com/user-attachments/assets/f4db0022-3582-46d6-ada9-d20446194888" /> Cognito Code é um orquestrador terminal-first para desenvolvimento de software local, inspirado no fluxo de ferramentas como Claude Code e Codex CLI, mas estruturado com: - CrewAI para orquestração - Ollama para LLMs locais - Agent Skills em SKILL

Full README

Cognito Code

<img width="1272" height="762" alt="Captura de tela 2026-03-30 001410" src="https://github.com/user-attachments/assets/f4db0022-3582-46d6-ada9-d20446194888" />

Cognito Code é um orquestrador terminal-first para desenvolvimento de software local, inspirado no fluxo de ferramentas como Claude Code e Codex CLI, mas estruturado com:

  • CrewAI para orquestração
  • Ollama para LLMs locais
  • Agent Skills em SKILL.md
  • Agents/Subagents file-based
  • Plugins
  • Checkpoints e rewind
  • Memory persistente e compactação de contexto
  • Hooks
  • Tracing terminal-first e Langfuse opcional
  • Postgres para persistência

Objetivo

Rodar no terminal algo como:

cognito-code --project /caminho/do/projeto

e usar slash commands para:

  • explorar um repositório
  • montar contexto incremental
  • pedir análise, revisão, patch e plano
  • usar skills progressivamente
  • delegar para subagentes
  • rastrear tools, hooks, traces e checkpoints

Stack

Core

  • Python 3.10+
  • CrewAI
  • crewai-tools
  • langchain-community
  • prompt_toolkit
  • SQLAlchemy
  • psycopg
  • PyYAML

Infra local

  • Ollama
  • Postgres
  • Langfuse

UX

  • terminal-first
  • slash commands
  • prompt_toolkit
  • histórico persistente
  • autocomplete básico
  • mode switching
  • review/permission step

Arquitetura

1. Coordinator

Agente principal que:

  • recebe o pedido do usuário
  • consulta skills
  • escolhe subagentes
  • consolida a resposta final

2. Subagents

Subagentes configurados por arquivos Markdown com frontmatter YAML:

  • explore
  • plan
  • general-purpose
  • code-reviewer

3. Skills

Skills seguem o padrão:

<root>/.agents/skills/<skill-name>/SKILL.md

ou compatíveis:

  • .claude/skills/
  • .cognito-code/skills/
  • skills built-in do pacote

O runtime faz:

  • discovery
  • leitura só de name + description
  • ativação sob demanda
  • progressive disclosure
  • referências opcionais em scripts/, references/, assets/

4. Plugins

Plugins podem conter:

  • .claude-plugin/plugin.json
  • skills/
  • agents/
  • hooks/hooks.json
  • settings.json

5. Memory

O orquestrador principal mantém:

  • turns
  • rolling summary
  • compressed segments
  • MEMORY.md
  • compactação incremental

6. Checkpoints

Cada ação sensível pode gerar checkpoint:

  • código
  • resumo de conversa
  • rewind de código
  • rewind lógico da conversa

7. Hooks

Eventos suportados:

  • SessionStart
  • UserPromptSubmit
  • PreToolUse
  • PermissionRequest
  • PostToolUse
  • PostToolUseFailure
  • SubagentStart
  • SubagentStop
  • SessionTurnComplete
  • Stop
  • StopFailure

Modos

normal

Equilibrado:

  • pode usar subagentes
  • pode paralelizar
  • exige review para ações sensíveis

fast

Mais direto:

  • evita subagentes
  • evita paralelismo
  • menos contexto e menos etapas

plan

Somente planejamento:

  • não executa mudança
  • devolve análise, plano e próximos passos

Slash commands

Navegação/contexto

  • /help
  • /tree
  • /read <arquivo>
  • /grep <texto>
  • /auto <consulta>
  • /add <arquivo>
  • /drop <arquivo>
  • /files
  • /context
  • /clear

Modo

  • /mode
  • /mode normal
  • /mode fast
  • /mode plan
  • /mn
  • /mf
  • /mp

Skills

  • /skills
  • /skill show <nome>
  • /skill load <nome>

Agents / Plugins

  • /agents
  • /plugins
  • /reload-plugins

Memory / checkpoints

  • /memory
  • /compact
  • /checkpoints
  • /rewind code <checkpoint_id>
  • /rewind summary <checkpoint_id>
  • /rewind turns <n>

Execução

  • /ask <pedido>
  • /patch <pedido>
  • /apply <arquivo>

Git / estado

  • /status
  • /diff

Tracing

  • /trace on
  • /trace off

Encerramento

  • /exit

Keybindings

  • F2 → normal
  • F3 → fast
  • F4 → plan
  • Ctrl+X → cancelar ação atual
  • Ctrl+C → abortar prompt atual

Estrutura de skills

Exemplo:

.agents/
  skills/
    roll-dice/
      SKILL.md

Exemplo de SKILL.md:

---
name: roll-dice
description: Roll dice using a random number generator.
---

Use um comando shell para gerar um número aleatório...

Estrutura de agents

Exemplo:

---
name: code-reviewer
description: Revisor de código
tools: Read, Grep, Glob
permissionMode: readonly
isolation: worktree
---

Você revisa código e identifica bugs, riscos e inconsistências.

Instalação local

1. Infra

docker compose up -d

2. Ambiente Python

python -m venv .venv
source .venv/bin/activate
pip install -e .

3. Configuração

cp .env.example .env
python -m cognito_code.db_init

4. Rodar

python -m cognito_code.cli --project /caminho/do/projeto

Docker services

Postgres

Persistência de:

  • runs
  • events
  • checkpoints

Langfuse

Tracing opcional

Ollama

Modelos locais

Variáveis principais

Veja .env.example, mas as mais importantes são:

  • OLLAMA_BASE_URL
  • OLLAMA_COORDINATOR_MODEL
  • OLLAMA_SUPPORT_MODEL
  • OLLAMA_CODER_MODEL
  • APP_DATABASE_URL
  • MAIN_MEMORY_SCOPE
  • CONTEXT_WINDOW_TOKENS
  • COMPACT_TRIGGER_RATIO

Observabilidade

Terminal

Mostra:

  • trace tree
  • phase
  • subagent
  • tool
  • skill
  • tempos
  • token estimate
  • contexto livre

Langfuse

Opcional, para tracing externo.

Testes

pytest

CI

GitHub Actions:

  • testes com pytest
  • lint básico

Licença

MIT

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/crewai-matheus-ndc-cognito-code/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-matheus-ndc-cognito-code/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-matheus-ndc-cognito-code/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 OpenclewUpdated 4mo agoRank 65

@x1pay/langchain

LangChain/LangGraph tools for AI agent x402 payments on X1

OPENCLAW
Github OpenclewUpdated 4mo agoRank 65

oceanbus-langchain

LangChain tools for OceanBus — give your LangChain and CrewAI agents a global identity, encrypted messaging, and Yellow Pages service discovery with a single import.

OPENCLAWoceanbuslangchainlangchain-tools
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-matheus-ndc-cognito-code/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-matheus-ndc-cognito-code/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-matheus-ndc-cognito-code/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-matheus-ndc-cognito-code/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-matheus-ndc-cognito-code/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-matheus-ndc-cognito-code/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-10-09T00:49:43.227Z"
    }
  },
  "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",
    "label": "Vendor",
    "value": "Matheus Ndc",
    "category": "vendor",
    "href": "https://github.com/matheus-ndc/cognito-code",
    "sourceUrl": "https://github.com/matheus-ndc/cognito-code",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-05-31T06:18:44.809Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "protocols",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "category": "compatibility",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-matheus-ndc-cognito-code/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-matheus-ndc-cognito-code/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-05-31T06:18:44.809Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "handshake_status",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "category": "security",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-matheus-ndc-cognito-code/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-matheus-ndc-cognito-code/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true,
    "metadata": {}
  }
]

Change Events JSON

[]

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