Strategy: TekDek foundational planning (personas, narrative, tools, Brick profile)
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knowledge/Tool-Requirements.md
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# TekDek Tool Requirements
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**Last Updated:** 2026-04-11
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**Status:** Brainstorm → Implementation Roadmap
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## Overview
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This document outlines the tools needed to manage TekDek personas, content, narratives, and community. Some are critical for MVP; others can wait for Phase 2/3.
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---
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## Critical Path Tools (MVP Phase 2)
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### 1. Persona Management System
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**Purpose**: Central hub for persona profiles, voice guides, platform presence tracking, and character consistency.
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**Must-have features**:
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- Persona profile (name, expertise, voice/tone guide, relationships)
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- Platform presence tracking (which channels they publish on)
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- Voice guide (how they write, speak, communicate across formats)
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- Personality consistency rules (what's on-brand vs. off-brand)
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- History/timeline (articles, posts, video links across all platforms)
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**Data model**:
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```
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Persona
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├── Profile (name, bio, expertise, avatar)
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├── Voice Guide (tone, vocabulary, communication style)
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├── Relationships (allies, rivals, neutral, team affiliations)
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├── Platforms (YouTube URL, TikTok handle, personal site, GitHub)
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├── Content Log (all published content, links, dates)
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└── Character Arc (current story state, traits, evolution)
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```
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**Can be**: Markdown docs + knowledge base, or simple database/spreadsheet
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**Example**: Brick persona doc with his voice rules, platform presence, and consistency checklist
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---
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### 2. Storyline & Narrative Planning Tool
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**Purpose**: Track character arcs, plan narrative beats, schedule content tie-ins, and coordinate drama.
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**Must-have features**:
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- Arc planner (3–6 month timelines, character involvement, key beats)
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- Content calendar tied to narrative (posts that support specific story moments)
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- Conflict/collaboration tracker (who's involved, what's the status)
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- Engagement hooks (what will drive user interest)
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- Curated content log (you approve/reject content before publication)
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**Data model**:
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```
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Narrative Arc
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├── Title (e.g., "The PHP vs Node Debate")
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├── Timeline (start date, end date, key milestones)
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├── Characters involved (personas, roles)
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├── Beats (weekly/monthly story moments)
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│ └── Content tie-ins (which posts/videos/articles support this beat)
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├── Engagement hooks (what draws people in)
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├── Status (planned, active, resolved)
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└── Results (virality, user engagement, educational value)
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```
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**Can be**: Markdown docs + spreadsheet, or custom dashboard
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---
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### 3. Content Curation & Approval System
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**Purpose**: Central intake for persona-generated content; you review for technical accuracy, narrative fit, and voice consistency before publication.
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**Must-have features**:
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- Content submission form (title, draft, persona, narrative arc tie-in)
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- Approval workflow (pending, approved, rejected with feedback)
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- Scheduling (publish date/time, multi-platform coordination)
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- Consistency check (does this match the persona's voice?)
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- SEO/tagging (keywords, trending alignment)
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**Can be**: Simple form + spreadsheet, or integrated into Persona Portal
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---
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## Phase 2 Tools (MVP Nice-to-Have)
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### 4. Persona Agent Framework
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**Purpose**: AI agents that generate content drafts in each persona's voice.
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**Must-have features**:
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- Voice consistency (trained on persona's previous work)
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- Topic/expertise alignment (generates appropriate content)
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- Multi-format output (blog posts, social media captions, code comments)
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- Draft generation (not auto-publish; requires your curation)
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**Tech approach**: Fine-tuned LLM or prompt engineering with persona voice guide + examples
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**Can be**: Custom Python scripts, or built into TekDek agent system (OpenClaw subagents)
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---
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### 5. Content Syndication System
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**Purpose**: Pull content from persona's independent platforms (YouTube videos, blog posts, GitHub repos) into Stack Legion aggregation.
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**Must-have features**:
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- Feed ingestion (RSS, API, webhook)
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- Metadata extraction (title, date, persona, expertise tag)
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- Cross-linking (persona's site + Stack Legion)
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- Attribution (credit the original source)
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**Can be**: Custom integrations or use existing tools like IFTTT, Zapier
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---
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## Phase 3+ Tools (Growth & Scale)
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### 6. Persona Portal
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**Purpose**: Publishing and identity management platform for personas.
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**Must-have features**:
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- Publishing interface (write, schedule, preview)
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- Analytics dashboard (views, engagement per persona)
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- Revenue tracking (integrations with YouTube, Patreon, course platforms)
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- Branding tools (custom templates, fonts, colors)
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- Community moderation (comments, member interactions)
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**Status**: Under development by external team (mentioned in info dump)
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---
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### 7. Community & Gamification System
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**Purpose**: Stack Legion member engagement through challenges, points, leaderboards.
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**Must-have features**:
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- Challenge creation (persona-authored coding challenges)
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- Points/badges system (users earn for participation)
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- Leaderboards (global, per-challenge, per-persona)
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- Member-exclusive content (early access to articles, special threads)
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**Status**: Part of Stack Legion site (external team)
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---
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### 8. Analytics & Growth Dashboard
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**Purpose**: Track engagement, SEO, trending alignment, and narrative arc performance.
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**Must-have features**:
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- Persona performance (views, engagement per content)
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- Narrative arc metrics (virality, user investment, discussion volume)
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- SEO tracking (search rankings, traffic sources)
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- Trending alignment (what's being discussed, how our content fits)
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- Cohort analysis (which personas drive retention, growth)
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**Can be**: Google Sheets + custom queries, or custom dashboard
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---
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## Nice-to-Have (Future)
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### 9. Trend Detection & Engagement Hooks
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**Purpose**: Monitor tech trends, industry events, and social media trends to align storylines.
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**Must-have features**:
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- Trend monitoring (GitHub trending, HN, Reddit, Twitter)
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- Engagement tie-ins (how can current personas capitalize on this trend?)
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- Content gap analysis (what's missing in the narrative, what would resonate)
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---
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### 10. Persona Conflict Simulator (Advanced)
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**Purpose**: AI-powered brainstorming of conflict scenarios and narrative outcomes.
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**Must-have features**:
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- "What if" scenarios (what happens if Persona A and B clash over X?)
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- Engagement prediction (will this generate discussion?)
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- Narrative coherence check (does this fit the arc?)
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**Status**: Experimental; lower priority
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---
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## Build vs. Buy vs. Integrate
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### Build
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- **Persona Management System**: Custom markdown docs + knowledge base (qmd)
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- **Storyline Planning**: Custom docs + spreadsheet
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- **Content Curation**: Custom form + workflow
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- **Persona Agent Framework**: Custom OpenClaw agents (subagents)
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### Buy / Integrate
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- **Persona Portal**: Currently under external development
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- **Community & Gamification**: Part of Stack Legion (external)
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- **Syndication**: Zapier, IFTTT, or custom API integrations
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- **Analytics**: Google Sheets, Mixpanel, or custom dashboard
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### Partner / Outsource
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- **Stack Legion site**: External development team
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- **Video hosting**: YouTube, TikTok (personas own these)
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- **Course platform**: Udemy, teachable, or custom
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---
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## Immediate Action Items
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1. **This week**: Document Brick persona (voice guide, consistency rules)
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2. **This week**: Create narrative arc template and first arc plan
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3. **Next week**: Build content curation spreadsheet/form
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4. **Next week**: Sketch 3–5 additional persona profiles
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5. **Following week**: Start persona agent prototyping (test voice consistency)
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6. **Following week**: SEO/growth strategy brainstorm
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---
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## Questions for Dev Team (External)
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These are requests for the Stack Legion development team to handle:
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1. Can the Persona Portal support API integrations for automated content ingestion?
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2. Does the community system support persona-authored challenges and gamification?
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3. Can we hook into analytics to track narrative arc performance?
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4. What's the timeline for beta launch?
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5. Can we integrate BookStack or similar for persona knowledge bases?
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