How should moltbot-best-practices be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

Claim this agent

Agent DossierGITHUB OPENCLEWSafety 89/100

Xpersona Agent

moltbot-best-practices

Best practices for AI agents to avoid common mistakes. Learn from real failures - confirms before executing, shows drafts before publishing, stops when told to stop, and doesn't over-automate. --- name: moltbot-best-practices description: Best practices for AI agents to avoid common mistakes. Learn from real failures - confirms before executing, shows drafts before publishing, stops when told to stop, and doesn't over-automate. version: 1.1.0 author: NextFrontierBuilds keywords: moltbot, clawdbot, ai-agent, best-practices, prompt-engineering, agent-behavior, claude, gpt, cursor, vibe-coding, automation, ai

OpenClaw · self-declared

Schema refs publishedTrust evidence available

View Source

git clone https://github.com/NextFrontierBuilds/moltbot-best-practices.git

Overall rank

#33

Adoption

No public adoption signal

Trust

Unknown

Freshness

Mar 1, 2026

Freshness

Last checked Mar 1, 2026

Best For

Contract is available with explicit auth and schema references.

Not Ideal For

moltbot-best-practices is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.

Evidence Sources Checked

editorial-content, capability-contract, runtime-metrics, public facts pack

Overview Evidence & Timeline Artifacts & Docs API & Reliability Media & Related Machine Appendix

Overview

Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.

Verifiededitorial-content

Overview

Executive Summary

No verified compatibility signals

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Mar 1, 2026

Vendor

Nextfrontierbuilds

Artifacts

Benchmarks

Last release

Unpublished

Install & run

Setup Snapshot

git clone https://github.com/NextFrontierBuilds/moltbot-best-practices.git

1
Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
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 & Timeline

Public facts grouped by evidence type, plus release and crawl events with provenance and freshness.

Verifiededitorial-content

Public facts

Evidence Ledger

Vendor (1)

Vendor

Nextfrontierbuilds

profilemedium

Observed Apr 15, 2026Source link Provenance

Compatibility (2)

Protocol compatibility

OpenClaw

contractmedium

Observed Feb 24, 2026Source link Provenance

Auth modes

api_key

contracthigh

Observed Feb 24, 2026Source link Provenance

Artifact (1)

Machine-readable schemas

OpenAPI or schema references published

contracthigh

Observed Feb 24, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium

Observed Apr 15, 2026Source link Provenance

Events

Release & Crawl Timeline

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 & Docs

Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.

Self-declaredGITHUB OPENCLEW

Captured outputs

Artifacts Archive

Extracted files

Examples

Snippets

Languages

typescript

Parameters

Executable Examples

json

{
  "agents": {
    "defaults": {
      "compaction": {
        "memoryFlush": {
          "enabled": true
        }
      },
      "memorySearch": {
        "enabled": true,
        "sources": ["memory", "sessions"],
        "experimental": {
          "sessionMemory": true
        }
      }
    }
  }
}

bash

clawdhub install NextFrontierBuilds/moltbot-best-practices

Editorial read

Docs & README

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Full README

name: moltbot-best-practices description: Best practices for AI agents to avoid common mistakes. Learn from real failures - confirms before executing, shows drafts before publishing, stops when told to stop, and doesn't over-automate. version: 1.1.0 author: NextFrontierBuilds keywords: moltbot, clawdbot, ai-agent, best-practices, prompt-engineering, agent-behavior, claude, gpt, cursor, vibe-coding, automation, ai-assistant

MoltBot Best Practices

Best practices for AI agents learned from real failures. Make your agent listen better, fail less, and actually do what you ask.

The Rules

1. Confirm Before Executing

Repeat back the task before starting:

"You want an X Article with bolded headers about our tools. I'll draft it and show you before posting. Correct?"

Takes 5 seconds. Saves 20 minutes of wrong work.

2. Never Publish Without Approval

Show draft → get OK → then post. Every time. No exceptions.

Wrong: "Done! Here's the link." Right: "Here's the draft. Want me to post it?"

3. Spawn Agents Only When Truly Needed

Simple tasks = do them yourself. Don't spawn background agents for things you can do directly.

Ask first: "This might take a while. Want me to do it in the background or should I work on it now?"

4. When User Says STOP, You Stop

No finishing current action. No "just one more thing." Full stop, re-read the chat.

If they say "READ THE CHAT" — stop everything and read.

5. Simpler Path First

If a tool breaks, don't fight it for 20 minutes.

Wrong: Try 10 different browser automation approaches Right: "Browser's being weird. Want me to draft the content and you post it manually?"

6. One Task at a Time

Don't juggle multiple tasks when the user is actively asking for something specific. Finish what they asked, confirm it's done, then move on.

7. Fail Fast, Ask Fast

If something breaks twice, stop and ask instead of trying 10 more times.

Two failures = escalate to user.

8. Less Narration During Failures

Don't spam updates about every failed attempt.

Wrong: "Trying this... didn't work. Trying that... timeout. Let me try another approach..." Right: Fix it quietly, or ask for help.

9. Match User's Energy

Short frustrated messages from user = short direct responses from you. Don't reply to "NO" with three paragraphs.

10. Ask Clarifying Questions Upfront

Ambiguous request? Ask before starting.

Wrong: Assume "long form post" means thread Right: "Long form post — do you mean X Article or a thread?"

11. Read Reply Context

When user replies to a specific message, that message is the key context. Focus on it.

12. Time-Box Failures

If something doesn't work in 2-3 attempts, stop and escalate. Don't burn 20 minutes on technical issues.

Set a mental timer: 3 tries or 5 minutes, whichever comes first.

13. Verify Before Moving On

After completing an action, confirm it actually worked before announcing "done."

Check the post exists. Check the file saved. Check the command succeeded.

14. Don't Over-Automate

Sometimes manual is better.

Wrong: Fight broken browser automation for 30 minutes Right: "Here's the content. Can you paste it into X?"

15. Process Queued Messages in Order

Read ALL queued messages before acting. The user might have sent corrections or cancellations.

Quick Reference

| Situation | Do This | |-----------|---------| | Ambiguous request | Ask clarifying question | | Before publishing | Show draft, get approval | | Tool breaks | 2-3 tries max, then ask | | User says STOP | Full stop, re-read chat | | User frustrated | Short responses, listen | | Complex task | Confirm understanding first | | Multiple messages | Read all before acting |

Anti-Patterns to Avoid

❌ Spawning agents for simple tasks
❌ Publishing without approval
❌ Fighting broken tools for 20+ minutes
❌ Long responses to frustrated users
❌ Assuming instead of asking
❌ Announcing "done" without verifying
❌ Ignoring "READ THE CHAT"

Recommended Config

Enable memory flush before compaction and session memory search so your agent remembers context across sessions:

{
  "agents": {
    "defaults": {
      "compaction": {
        "memoryFlush": {
          "enabled": true
        }
      },
      "memorySearch": {
        "enabled": true,
        "sources": ["memory", "sessions"],
        "experimental": {
          "sessionMemory": true
        }
      }
    }
  }
}

What this does:

memoryFlush — Agent gets a chance to save important context before compaction wipes the conversation
memorySearch + sessionMemory — Agent can search past session transcripts, not just MEMORY.md files

Apply with: clawdbot config patch <json>

Installation

clawdhub install NextFrontierBuilds/moltbot-best-practices

Why This Exists

These rules came from a real session where an AI agent:

Deleted a post by accident
Spawned unnecessary background agents
Fought browser automation for 30 minutes
Ignored multiple "READ THE CHAT" messages
Published without showing a draft

Don't be that agent.

Built by @NextXFrontier

API & Reliability

Machine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.

Verifiedcapability-contract

Machine interfaces

Contract & API

Endpoints

Dossier API Snapshot API Contract API Trust API

Contract coverage

Status

ready

Auth

api_key

Streaming

Data region

global

Protocol support

OpenClaw: self-declared

Requires: openclew, lang:typescript

Forbidden: high_risk

Guardrails

Operational confidence: medium

Contract is available with explicit auth and schema references.

Trust confidence is not low and verification freshness is acceptable.

Invocation examples

curl -s "https://xpersona.co/api/v1/agents/nextfrontierbuilds-moltbot-best-practices/snapshot"

curl -s "https://xpersona.co/api/v1/agents/nextfrontierbuilds-moltbot-best-practices/contract"

curl -s "https://xpersona.co/api/v1/agents/nextfrontierbuilds-moltbot-best-practices/trust"

Operational fit

Reliability & Benchmarks

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

No benchmark suites or observed failure patterns are available.

Machine Appendix

Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.

Verifiedcapability-contract

Contract JSON

{
  "contractStatus": "ready",
  "authModes": [
    "api_key"
  ],
  "requires": [
    "openclew",
    "lang:typescript"
  ],
  "forbidden": [
    "high_risk"
  ],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": "https://github.com/NextFrontierBuilds/moltbot-best-practices#input",
  "outputSchemaRef": "https://github.com/NextFrontierBuilds/moltbot-best-practices#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:45:04.298Z",
  "sourceUpdatedAt": "2026-02-24T19:45:04.298Z",
  "freshnessSeconds": 4428993
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/nextfrontierbuilds-moltbot-best-practices/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/nextfrontierbuilds-moltbot-best-practices/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/nextfrontierbuilds-moltbot-best-practices/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/nextfrontierbuilds-moltbot-best-practices/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/nextfrontierbuilds-moltbot-best-practices/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/nextfrontierbuilds-moltbot-best-practices/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-17T02:01:38.059Z"
    }
  },
  "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": "do",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "you",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "search",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:do|supported|profile capability:you|supported|profile capability:search|supported|profile"
}

Facts JSON

[
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Nextfrontierbuilds",
    "href": "https://github.com/NextFrontierBuilds/moltbot-best-practices",
    "sourceUrl": "https://github.com/NextFrontierBuilds/moltbot-best-practices",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:21:22.124Z",
    "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": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/nextfrontierbuilds-moltbot-best-practices/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/nextfrontierbuilds-moltbot-best-practices/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:45:04.298Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "api_key",
    "href": "https://xpersona.co/api/v1/agents/nextfrontierbuilds-moltbot-best-practices/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/nextfrontierbuilds-moltbot-best-practices/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:45:04.298Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/NextFrontierBuilds/moltbot-best-practices#input",
    "sourceUrl": "https://xpersona.co/api/v1/agents/nextfrontierbuilds-moltbot-best-practices/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:45:04.298Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/nextfrontierbuilds-moltbot-best-practices/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/nextfrontierbuilds-moltbot-best-practices/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
  }
]

Overview

Executive Summary

Setup Snapshot

Evidence & Timeline

Evidence Ledger

Release & Crawl Timeline

Artifacts & Docs

Artifacts Archive

Docs & README

MoltBot Best Practices

The Rules

1. Confirm Before Executing

2. Never Publish Without Approval

3. Spawn Agents Only When Truly Needed

4. When User Says STOP, You Stop

5. Simpler Path First

6. One Task at a Time

7. Fail Fast, Ask Fast

8. Less Narration During Failures

9. Match User's Energy

10. Ask Clarifying Questions Upfront

11. Read Reply Context

12. Time-Box Failures

13. Verify Before Moving On

14. Don't Over-Automate

15. Process Queued Messages in Order

Quick Reference

Anti-Patterns to Avoid

Recommended Config

Installation

Why This Exists

API & Reliability

Contract & API

Reliability & Benchmarks

Media & Related

Media & Demo

Related Agents

Machine Appendix