x-founder-operations

Systematic X (Twitter) operations skill for founders, indie developers, and tech professionals. Implements a daily Plan-Do-Check-Act closed loop with content strategy (5-pillar system), multimodal creation, thread growth playbook, engagement and community building, product promotion integration, persona development, competitor analysis, and data-driven continuous improvement. Use when managing an X account, planning content, analyzing tweet performance, engaging with community, running competitive analysis, or optimizing posting strategy.

# X Founder Operations

Systematic X (Twitter) account operations for founders, indie developers, and tech professionals.

## Who This Is For

- **Founders**: Building a brand, generating leads, fundraising, hiring, and establishing thought leadership while running a company
- **Indie developers**: Growing an audience around products, sharing the build journey, converting followers to users
- **Tech professionals**: Building a personal brand, establishing domain expertise, expanding professional network

This skill adapts to your specific role, goals, and growth stage through configurable profiles and goals.

## Core Philosophy

### Three Pillars

1. **Authenticity First**: Your persona is a focused version of who you really are, not a character you play. People follow people, not brands.
2. **Value Before Promotion**: 80% of content should deliver genuine value. Trust is built slowly and lost quickly.
3. **Data-Driven Evolution**: Every post generates data. Every data point informs the next decision. Strategy evolves through empirical results, not gut feeling.

### Data Integrity (Non-Negotiable)

- **NEVER fabricate tweet content, metrics, or URLs**
- **NEVER guess or hallucinate to fill data gaps**
- **ALWAYS validate data through the validation workflow**
- **ALWAYS mark missing data as `null`, never assume values**

When API calls fail: STOP, report the failure honestly, and never proceed with fabricated data. See [Data Validation Script](scripts/x_data_validator.py) for the full validation workflow.

## Quick Start

### 1. Set Up Your Profile

Copy and customize the config templates:

```
config/profile.example.json → config/profile.json
config/goals.example.json → config/goals.json
config/watchlist.example.json → config/watchlist.json
config/content-calendar.example.json → config/content-calendar.json
```

Fill in your handle, role, product info, voice attributes, and target audience. See [Profile Optimization](references/profile-optimization.md) for guidance on optimizing your X profile.

### 2. Define Your Goals

In `config/goals.json`, set:
- Primary objective (brand building, lead gen, fundraising, hiring, thought leadership)
- Growth stage (early, growth, established, authority)
- Monthly and quarterly targets
- Content mix ratios

See [Growth Benchmarks](references/growth-benchmarks.md) for realistic targets by growth stage.

### 3. Build Your Watchlist

In `config/watchlist.json`, identify:
- 5-10 core circle accounts for daily engagement
- 3-5 competitor accounts to monitor
- Industry and media accounts to track
- Relevant X Communities to join

### 4. Start the Daily Loop

Follow the [Operations Methodology](references/methodology.md) PDCA loop:

```
Morning: Scan → Plan → Warm Up (30-45 min)
Daytime: Create → Post → Engage (throughout the day)
Evening: Check metrics → Reflect → Plan tomorrow (15-20 min)
```

## Daily Operations Loop

The core operating system. See [Methodology](references/methodology.md) for full details.

### Morning Phase: Plan + Warm Up

1. **Scan**: Check overnight mentions, core circle activity, trending topics
2. **Plan**: Select today's content from calendar, prepare tweet drafts
3. **Warm up**: Spend 15-20 min replying to 10-15 accounts from your core circle (this primes the algorithm before your own posts)

### Execution Phase: Create + Post + Engage

4. **Post** 2-3 tweets at optimal windows (see [Cron Schedule](references/cron-schedule.md)), spaced 2-3 hours apart
5. **Stay active** 30-60 min after each post — reply to every comment in the first hour
6. **Engage** with core circle and community 2-3 times throughout the day
7. No external links in main tweet body — always put links in the first reply

### Evening Phase: Check + Reflect

8. **Collect metrics** for today's posts
9. **Quick reflection** using [Daily Review Template](templates/daily-review.md)
10. **Plan tomorrow**: draft content, identify engagement targets

### Weekly/Monthly/Quarterly

- **Weekly** (Sunday evening): Performance review, content audit, A/B test assessment, next week planning. Use [Weekly Review Template](templates/weekly-review.md).
- **Monthly**: Goal progress evaluation, strategy assessment, competitor analysis, persona check. Use [Monthly Review Template](templates/monthly-review.md).
- **Quarterly**: Major strategy review, goal reset, persona evolution, skill updates.

## Content Strategy

See [Content Strategy](references/content-strategy.md) for the full framework.

### Five Content Pillars

| Pillar | Target % | Purpose |
|--------|----------|---------|
| Technical Depth | 40% | Tips, insights, tutorials — builds authority |
| Industry Pulse | 25% | Hot takes, predictions, trend analysis — builds thought leadership |
| Builder's Journey | 25% | Build-in-public, decisions, lessons — builds connection |
| Community Value | 10% | Questions, polls, resources — builds community |
| Personal Touch | woven in | Humor, personality, human moments — builds "活人感" |

### Content Pipeline

```
Ideation → Drafting → Review → Scheduling → Posting → Measurement
```

Each step has quality checks. See [Content Strategy: Content Pipeline](references/content-strategy.md) for details.

### Proven Content Formulas

- **Claim + Evidence + CTA**: Bold claim, specific proof, discussion prompt
- **Story + Lesson + Takeaway**: Brief narrative, what happened, actionable insight
- **Question + Context + Invitation**: Thoughtful question, why you're asking, invite perspectives
- **List + Value + CTA**: Numbered items with brief explanations, bookmark/follow prompt
- **Reaction + Analysis + Prediction**: News reference, your unique analysis, what happens next

### Content Repurposing

- High-performing thread → 5-7 standalone tweets over the following week
- Popular single tweet → expand into a full thread
- Thread → blog post or newsletter; blog → thread
- Repost top content every 3-4 weeks with fresh phrasing

## Thread Strategy

Threads are the highest-leverage growth mechanism on X. See [Thread Playbook](references/thread-playbook.md).

### Thread Architecture

```
Hook (stop the scroll) → Context → Value Delivery (one point per tweet) → Summary → CTA
```

### Key Guidelines

- Optimal length: 5-7 tweets for most founders
- Post at 08:00-10:00 in target audience timezone
- Include visuals in 60-70% of thread tweets
- Prepare day before, post Tuesday-Thursday
- Target: 1-2 threads per week

## Multimodal Content

See [Multimodal Guide](references/multimodal-guide.md) for complete guidance.

### Impact

- Native video: ~10x distribution vs text-only
- Images: 2-3x engagement vs text-only
- Visuals increase dwell time (key algorithm signal)

### Visual Types

| Type | Best For |
|------|----------|
| Screenshots | Product demos, code output, real data, dashboards |
| Diagrams | System architecture, workflows, mental models |
| Code snippets | Technical tutorials, debugging stories |
| Memes | Industry humor, personality, cultural commentary |
| Data visualizations | Research, trends, build-in-public metrics |
| Video (native) | Product demos, talking head takes, tutorials |

### The "活人感" Rule

Every visual should feel like a real person made it. Slightly imperfect screenshots, hand-drawn diagrams, and real workspace photos signal authenticity. Overly polished, stock-photo, or obviously AI-generated visuals signal corporate or fake.

## Product Integration ("夹带私货")

See [Product Integration](references/product-integration.md) for the full framework.

### Three Tiers

| Tier | What | Frequency | How |
|------|------|-----------|-----|
| Tier 1: Background | Product exists in your world, not the subject | Default mode | Bio, profile, pinned tweet do the work |
| Tier 2: Contextual | Product mentioned as example within a broader insight | ~10% of posts | "When we built [X], we found..." |
| Tier 3: Direct | Product is the subject: launches, milestones, demos | ~10% of posts | Launch threads, milestone celebrations |

### Golden Rule

If you removed t