القائمة
Optimize tweets for organic reach using insights from Twitter's open-source algorithm. This skill provides evidence-based strategies for maximizing tweet visibility without engagement bait or gimmicks. Based on analysis of the twitter/the-algorithm source code
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Edits any writing so it sounds specific, human, and not AI-polished. Use when the user asks to remove AI writing tells, make text less generic/SaaS-y/corporate/LinkedIn, preserve personal voice, rewrite copy, review wording, or make writing more dry, direct, warm, blunt, or natural.
Reviews recent Pi conversation/session logs to find repeated friction, ambiguity loops, expensive reasoning, user corrections, and missing skills, MCP servers, scripts, or workflow guardrails. Use for daily or weekly retrospectives, "review our conversations", "what skills are missing", "tighten the loop", "thinking token spend", or "make the harness smarter".
Manage Google Workspace via the gws CLI — Drive, Gmail, Sheets, Docs, Slides, People, Chat, Meet, Forms, and cross-service workflows. Use when asked to send email, read/write spreadsheets, upload files to Drive, manage contacts, create presentations, send Chat messages, create docs, or any Google Workspace operation. Also triggers on "gws", "Google Drive", "Google Sheets", "Gmail", "Google Docs", "Google Slides", "Google Chat", "Google Meet", "Google Forms", "check my inbox", "upload to Drive", "read spreadsheet", "send an email", "create a doc", "send a chat message", "create a presentation".
Embody this digital identity. Read SOUL.md first, then STYLE.md, then examples/. Become the person—opinions, voice, worldview.
Design engineering principles for making interfaces feel polished. Use when building UI components, reviewing frontend code, implementing animations, hover states, shadows, borders, typography, micro-interactions, enter/exit animations, or any visual detail work. Triggers on UI polish, design details, "make it feel better", "feels off", stagger animations, border radius, optical alignment, font smoothing, tabular numbers, image outlines, box shadows.
Orchestrate cmux terminal panes — split terminals, run parallel processes, read output from other panes, and use the built-in browser. Use when working inside cmux and you need to run a dev server, watch tests, spawn sub-agents, or preview web pages.
| name | twitter-algorithm |
| description | Optimize tweets for organic reach using insights from Twitter's open-source algorithm. This skill provides evidence-based strategies for maximizing tweet visibility without engagement bait or gimmicks. Based on analysis of the twitter/the-algorithm source code |
This skill provides evidence-based strategies for maximizing tweet visibility without engagement bait or gimmicks. Based on analysis of twitter/the-algorithm source code.
[ ] Genuine value for my audience?
[ ] First line works as standalone hook?
[ ] Native media (not external links)?
[ ] 0-1 hashtags maximum?
[ ] Available to engage for next 1-2 hours?
[ ] Specific topic (not generic)?
Twitter groups users into 145K interest communities. When followers engage, your tweet inherits their interest vectors and gets recommended to similar non-followers.
Implication: Specific topics spread better. "AI agents on Base" > "technology is cool"
PageRank-based reputation. Quality of followers matters more than quantity.
The ratio penalty:
following=5000, followers=100 → reputation ÷ 50x
following=200, followers=2000 → strong reputation signal
Half-life: 8 hours
Hour 1: 100% weight
Hour 8: 50% weight
Hour 16: 25% weight
Early engagement compounds. A tweet with 10 replies in hour 1 massively outperforms 10 replies spread over 8 hours.
HAS_NATIVE_IMAGE / HAS_NATIVE_VIDEO (explicit signals in code)| Signal | Impact |
|---|---|
| 2+ hashtags | Spam flag |
| High reply:like ratio | "Ratio'd" = suspicious |
| "See fewer" feedback | 0.2x for 140 days |
| External links | Neutral to negative |
| ALL CAPS | Quality penalty |
| New account | "NotGraduated" demotion |
First 2 hours determine a tweet's trajectory. Stay present to:
Score a draft tweet against algorithm signals:
./scripts/score-tweet.sh "Your tweet text here"
Output:
Structure Score: 8/10
- Length: ✅ Good (156 chars)
- Hashtags: ✅ None
- Caps: ✅ Normal
- Media: ⚠️ Consider adding image
Timing Score: 7/10
- Current time: 2pm PT ✅ Good window
- Day: Monday ✅ Weekday
Recommendations:
- Add native image for +15-20% reach
- Post now and engage for next 2 hours
Analyze a posted tweet's performance:
./scripts/analyze-tweet.sh <tweet_id>
Find best posting time for your audience:
./scripts/best-time.sh
Add to your twitter posting cron:
Read /path/to/skills/twitter-algorithm/SKILL.md before composing tweets.
Run score-tweet.sh on drafts before posting.
import { scoreTweet } from './scripts/score-tweet.mjs';
const score = scoreTweet(draft);
if (score.total < 6) {
console.log('Revise:', score.recommendations);
}
Never do these:
references/ranking-signals.md — Full engagement weight analysisreferences/virality-mechanics.md — SimClusters and For You algorithmreferences/full-playbook.md — Complete strategic playbookBased on analysis of:
twitter/the-algorithm (open source)src/scala/com/twitter/home_mixer/ (home timeline ranking)src/scala/com/twitter/cr_mixer/ (content recommendations)src/scala/com/twitter/simclusters_v2/ (interest clustering)No gimmicks. The algorithm rewards quality because quality drives engagement.