Crawler Summary

x-algorithm answer-first brief

X (Twitter) algorithm rules, viral strategies, and article best practices. Boost engagement, avoid reach death, write posts that actually perform. --- name: x-algorithm description: X (Twitter) algorithm rules, viral strategies, and article best practices. Boost engagement, avoid reach death, write posts that actually perform. version: 1.0.0 author: NextFrontierBuilds keywords: x, twitter, algorithm, viral, engagement, social-media, growth, content-strategy, ai-agent, moltbot, clawdbot --- X Algorithm Mastery Everything you need to know about the X (Twitter) al Published capability contract available. No trust telemetry is available yet. Last updated 3/1/2026.

Freshness

Last checked 3/1/2026

Best For

Contract is available with explicit auth and schema references.

Not Ideal For

x-algorithm 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

Claim this agent
Agent DossierGitHubSafety: 89/100

x-algorithm

X (Twitter) algorithm rules, viral strategies, and article best practices. Boost engagement, avoid reach death, write posts that actually perform. --- name: x-algorithm description: X (Twitter) algorithm rules, viral strategies, and article best practices. Boost engagement, avoid reach death, write posts that actually perform. version: 1.0.0 author: NextFrontierBuilds keywords: x, twitter, algorithm, viral, engagement, social-media, growth, content-strategy, ai-agent, moltbot, clawdbot --- X Algorithm Mastery Everything you need to know about the X (Twitter) al

OpenClawself-declared

Public facts

6

Change events

1

Artifacts

0

Freshness

Mar 1, 2026

Verifiededitorial-contentNo verified compatibility signals

Published capability contract available. No trust telemetry is available yet. Last updated 3/1/2026.

Schema refs publishedTrust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Mar 1, 2026

Vendor

Nextfrontierbuilds

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Unpublished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

Published capability contract available. No trust telemetry is available yet. Last updated 3/1/2026.

Setup snapshot

git clone https://github.com/NextFrontierBuilds/x-algorithm.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

Nextfrontierbuilds

profilemedium
Observed Mar 1, 2026Source linkProvenance
Compatibility (2)

Protocol compatibility

OpenClaw

contractmedium
Observed Feb 24, 2026Source linkProvenance

Auth modes

api_key

contracthigh
Observed Feb 24, 2026Source linkProvenance
Artifact (1)

Machine-readable schemas

OpenAPI or schema references published

contracthigh
Observed Feb 24, 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

Artifacts Archive

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

Self-declaredGITHUB OPENCLEW

Extracted files

0

Examples

3

Snippets

0

Languages

typescript

Parameters

Executable Examples

text

โŒ Bad:  "Check out my article [link]"
โœ… Good: "Here's what I learned (thread ๐Ÿงต)"
         โ†’ Link in reply or final thread post

text

1. HOOK (insecurity or opportunity)
2. WHAT IT IS (with social proof)
3. WHY MOST WON'T DO IT (address objections)
4. THE [X]-MINUTE GUIDE (step-by-step)
5. YOUR FIRST [N] WINS (immediate value)
6. THE COST (value comparison)
7. THE WINDOW (urgency)
8. CTA

bash

clawdhub install NextFrontierBuilds/x-algorithm

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

X (Twitter) algorithm rules, viral strategies, and article best practices. Boost engagement, avoid reach death, write posts that actually perform. --- name: x-algorithm description: X (Twitter) algorithm rules, viral strategies, and article best practices. Boost engagement, avoid reach death, write posts that actually perform. version: 1.0.0 author: NextFrontierBuilds keywords: x, twitter, algorithm, viral, engagement, social-media, growth, content-strategy, ai-agent, moltbot, clawdbot --- X Algorithm Mastery Everything you need to know about the X (Twitter) al

Full README

name: x-algorithm description: X (Twitter) algorithm rules, viral strategies, and article best practices. Boost engagement, avoid reach death, write posts that actually perform. version: 1.0.0 author: NextFrontierBuilds keywords: x, twitter, algorithm, viral, engagement, social-media, growth, content-strategy, ai-agent, moltbot, clawdbot

X Algorithm Mastery

Everything you need to know about the X (Twitter) algorithm. Based on X's open-source code, viral post analysis, and real engagement data.

TL;DR - The Golden Rules

  1. First 2 hours are critical โ€” replies/engagement in this window determine reach
  2. No external links in main post โ€” X penalizes links that take users off-platform
  3. Media > Text โ€” videos get 10x engagement, images get 2-3x
  4. Reply to EVERYTHING โ€” replies are weighted higher than likes/retweets
  5. Post when audience is awake โ€” 8 AM - 2 PM weekdays optimal
  6. Controversy drives engagement โ€” but pick battles wisely
  7. Threads outperform single tweets โ€” for long-form content

How the Algorithm Works

The 4-Step Process

  1. Candidate Sourcing: Pulls ~1,500 tweets from accounts you follow (~50%) and similar accounts
  2. Ranking: ML model scores likelihood you'll reply (highest), retweet, like, or report (negative)
  3. Filtering: Removes blocked/muted, balances in/out-network, limits single author
  4. Serving: Final mix with ads, 5B times/day, ~1.5 seconds

Engagement Weight Hierarchy

| Action | Weight | |--------|--------| | Replies | Highest | | Retweets | High | | Quote Tweets | High (2x regular posts) | | Likes | Medium | | Bookmarks | Medium | | Views | Low | | Reports | Negative (kills reach) |


Ranking Signals

1. Recency

  • Fresh content prioritized
  • Peak visibility: first 2-3 hours

2. Engagement Velocity

  • Speed matters more than total
  • 100 likes in 30 min > 500 likes over 24 hours

3. Account Credibility

  • Verified (Premium) gets boost
  • Follower-to-following ratio matters
  • History of bans/strikes hurts

4. Content Type

  • Video: 10x engagement
  • Images: 2-3x engagement
  • Polls: Drives replies
  • Threads: Higher total engagement

5. Link Presence

  • Links = REACH PENALTY
  • Put links in replies, not main post
  • Quote tweeting a link > direct link

What Kills Your Reach

Instant Death

  • โŒ External links in main post
  • โŒ Getting reported/blocked
  • โŒ Posting same content repeatedly
  • โŒ Too many hashtags (>2)

Slow Death

  • โŒ Posting inconsistently
  • โŒ Not replying to comments
  • โŒ Off-topic from your niche
  • โŒ Corporate/formal tone

Posting Best Practices

Frequency

| Goal | Posts/Day | |------|-----------| | Minimum | 2-3 | | Growth | 5-10 | | Maximum | 15-30 |

Timing (audience timezone)

  • Best: 8 AM - 2 PM weekdays
  • Good: 4 PM - 6 PM weekdays
  • Worst: 11 PM - 7 AM

The No-Link Strategy

โŒ Bad:  "Check out my article [link]"
โœ… Good: "Here's what I learned (thread ๐Ÿงต)"
         โ†’ Link in reply or final thread post

Getting Replies (Most Important)

  • Ask questions โ€” open-ended or controversial
  • Hot takes โ€” polarizing opinions get "actually..." replies
  • Fill in the blank โ€” "The best movie ever is ___"
  • Predictions โ€” people love to disagree
  • Personal stories โ€” "This happened to me..."

X Article Best Practices

Hook Patterns That Work

Insecurity/FOMO:

"everyone's talking about X... and you're sitting there wondering if you missed the window"

Big Opportunity:

"this is the biggest opportunity of our lifetime"

RIP Pattern:

"RIP [profession]. This AI tool will [action] in seconds."

Article Structure

1. HOOK (insecurity or opportunity)
2. WHAT IT IS (with social proof)
3. WHY MOST WON'T DO IT (address objections)
4. THE [X]-MINUTE GUIDE (step-by-step)
5. YOUR FIRST [N] WINS (immediate value)
6. THE COST (value comparison)
7. THE WINDOW (urgency)
8. CTA

Style Tips

  • Clear H2 section headers
  • Bullet lists for scanability
  • Bold key phrases
  • Time estimates for each step
  • Copy-paste commands/prompts

Quick Checklist

Before posting:

  • [ ] Under 280 chars? (If not, thread it)
  • [ ] First line hooks attention?
  • [ ] Reason to reply? (Question, hot take)
  • [ ] Good time to post?
  • [ ] No external links? (Move to reply)
  • [ ] Fits your niche?
  • [ ] Available to reply for 2 hours?

Growth Hacks

Reply Guy Strategy

Turn on notifications for big accounts โ†’ be first with thoughtful reply โ†’ their audience discovers you

Thread Takeover

Find viral post in your area โ†’ quote tweet with "Let me explain why..." โ†’ add genuine value

Personality Posts

Every 5-10 posts, share something personal. Builds connection โ†’ higher engagement.


Sources

  • X Algorithm GitHub (open source)
  • Hootsuite, Sprout Social, SocialBee guides
  • Analysis of viral articles (Damian Player, Alex Finn, Dan Koe)

Installation

clawdhub install NextFrontierBuilds/x-algorithm

Built by @NextXFrontier

Contract & API

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

Verifiedcapability-contract

Contract coverage

Status

ready

Auth

api_key

Streaming

No

Data region

global

Protocol support

OpenClaw: self-declared

Requires: openclew, lang:typescript

Forbidden: none

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-x-algorithm/snapshot"
curl -s "https://xpersona.co/api/v1/agents/nextfrontierbuilds-x-algorithm/contract"
curl -s "https://xpersona.co/api/v1/agents/nextfrontierbuilds-x-algorithm/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

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_REPOSactivepieces

Rank

70

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Traction

No public download signal

Freshness

Updated 2d ago

OPENCLAW
GITHUB_REPOScherry-studio

Rank

70

AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs

Traction

No public download signal

Freshness

Updated 5d ago

MCPOPENCLAW
GITHUB_REPOSAionUi

Rank

70

Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | ๐ŸŒŸ Star if you like it!

Traction

No public download signal

Freshness

Updated 6d ago

MCPOPENCLAW
GITHUB_REPOSCopilotKit

Rank

70

The Frontend for Agents & Generative UI. React + Angular

Traction

No public download signal

Freshness

Updated 23d ago

OPENCLAW
Machine Appendix

Contract JSON

{
  "contractStatus": "ready",
  "authModes": [
    "api_key"
  ],
  "requires": [
    "openclew",
    "lang:typescript"
  ],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": "https://github.com/NextFrontierBuilds/x-algorithm#input",
  "outputSchemaRef": "https://github.com/NextFrontierBuilds/x-algorithm#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:45:03.247Z",
  "sourceUpdatedAt": "2026-02-24T19:45:03.247Z",
  "freshnessSeconds": 4427530
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/nextfrontierbuilds-x-algorithm/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/nextfrontierbuilds-x-algorithm/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/nextfrontierbuilds-x-algorithm/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/nextfrontierbuilds-x-algorithm/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/nextfrontierbuilds-x-algorithm/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/nextfrontierbuilds-x-algorithm/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-17T01:37:14.205Z"
    }
  },
  "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"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|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": "Nextfrontierbuilds",
    "href": "https://github.com/NextFrontierBuilds/x-algorithm",
    "sourceUrl": "https://github.com/NextFrontierBuilds/x-algorithm",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-03-01T06:04:55.433Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/nextfrontierbuilds-x-algorithm/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/nextfrontierbuilds-x-algorithm/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:45:03.247Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "api_key",
    "href": "https://xpersona.co/api/v1/agents/nextfrontierbuilds-x-algorithm/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/nextfrontierbuilds-x-algorithm/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:45:03.247Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/NextFrontierBuilds/x-algorithm#input",
    "sourceUrl": "https://xpersona.co/api/v1/agents/nextfrontierbuilds-x-algorithm/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:45:03.247Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/nextfrontierbuilds-x-algorithm/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/nextfrontierbuilds-x-algorithm/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub ยท 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
  }
]

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