# LinkedIn Thought Leadership Plugin — Roadmap

**Current version:** v1.0.0 (April 2026)
**Scope:** Planned improvements through Q4 2026

Items organized by quarter and track. Priority = Impact / Effort (High/Medium/Low). Items within each quarter ordered by priority.

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## Q2 2026 (April-June)

### Onboarding & First-Run Experience
**Priority: High** | **Effort: Low**

- [x] First-run welcome flow in session-start hook
- [x] Condensed getting-started menu for zero-post users in `/linkedin` router
- [x] Readiness check in `/linkedin:post` and `/linkedin:quick` for unpersonalized state
- [x] Inline 5x5x5 engagement ritual explanation
- [ ] `/linkedin:onboarding` — dedicated multi-step onboarding command that guides profile → setup → first-post as one flow
- [ ] README Quick Start refinement — 5-minute getting-started path with screenshots

### Content Quality
**Priority: High** | **Effort: Medium**

- [ ] Enhanced voice-trainer agent: automatic drift scoring on every post draft (compare against voice samples)
- [ ] Content Matrix improvements: add industry-specific angle variants
- [ ] Carousel post support: structured multi-slide content generation with visual layout guidance
- [ ] `/linkedin:react` enhancement: multi-URL comparison posts (compare 2-3 articles)

### Analytics Pipeline
**Priority: Medium** | **Effort: Medium**

- [ ] Automated week-rollover: session-start hook resets `posts_this_week` and updates `current_week` on week change (currently warn-only)
- [ ] Post-level heatmap generation: day-of-week x time-of-day performance matrix from imported CSV data
- [ ] `/linkedin:report` month-over-month comparison view

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## Q3 2026 (July-September)

### Claude Code Platform Integration
**Priority: High** | **Effort: Medium-High**

- [ ] Hook event expansion: leverage new Claude Code hook events as they become available for richer automation
- [ ] Subagent improvements: parallel content generation in `/linkedin:batch` using Claude Code's evolving subagent capabilities
- [ ] MCP server for analytics: expose analytics data as MCP resources for cross-plugin access
  - *Blocked on:* Claude Code MCP server authoring stabilization

### Analytics & Intelligence
**Priority: High** | **Effort: Medium**

- [ ] Trend detection across 4+ weeks of imported data (analytics-interpreter agent)
- [ ] Benchmark database: anonymized performance baselines by niche and follower count
- [ ] A/B test auto-analysis: when experiment duration ends, surface winner with statistical confidence
- [ ] Content fatigue detection: alert when engagement drops on a recurring content pillar

### Content Strategy
**Priority: Medium** | **Effort: Medium**

- [ ] Video-first strategy: LinkedIn prioritizes native video — add video-specific hooks and scheduling guidance
- [ ] AI-generated image support via MCP image tools for post visuals and carousel slides
- [ ] Multi-language support: translate posts while preserving voice characteristics
  - *Blocked on:* Voice profile internationalization design

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## Q4 2026 (October-December)

### Advanced Content
**Priority: Medium** | **Effort: High**

- [ ] LinkedIn Newsletter integration: `/linkedin:newsletter` command for long-form content strategy (requires 5K+ followers gate)
- [ ] LinkedIn Article workflow: `/linkedin:article` with SEO optimization for LinkedIn's article platform
- [ ] Seasonal content library: pre-built content hooks for recurring Q1-Q4 events and industry moments
- [ ] Document/PDF carousel generation: create downloadable slide decks from post content

### Architecture & Reliability
**Priority: Medium** | **Effort: Medium**

- [ ] State file schema migration tool: handle breaking changes between plugin versions gracefully
- [ ] Hook performance audit: measure execution time per hook, identify bottlenecks
- [ ] E2E test suite for hooks: automated testing beyond the analytics pipeline
- [ ] Plugin self-update check: compare installed version against marketplace version

### Growth & Monetization
**Priority: Low** | **Effort: Medium**

- [ ] Competitor tracking persistence: store competitive analysis results for trend comparison over time
- [ ] Lead generation templates: content-to-DM pipeline for consulting/speaking inquiries
- [ ] Collaboration matching: suggest collaboration partners based on audience overlap analysis

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## Deprioritized (Not in 2026 scope)

| Item | Reason |
|------|--------|
| LinkedIn API direct posting | No official posting API available; copy-paste workflow is intentional and avoids ToS issues |
| Multi-user / team support | Designed for individual thought leaders; team features would change the architecture fundamentally |
| Real-time analytics streaming | LinkedIn doesn't expose streaming data; CSV export is the only reliable data source |
| Automated engagement (auto-like, auto-comment) | Violates LinkedIn Terms of Service; plugin explicitly avoids this |
| OAuth login for LinkedIn data | LinkedIn's API access is restrictive; manual CSV export is more reliable and privacy-respecting |

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## Dependencies on External Development

| Dependency | Impacts | Status |
|------------|---------|--------|
| Claude Code hook events (new event types) | Q3 automation improvements | Monitor Claude Code changelogs |
| Claude Code MCP server authoring | Q3 analytics MCP server | In development (as of April 2026) |
| Claude Code subagent API stability | Q3 batch generation | Available but evolving |
| LinkedIn CSV export format stability | All analytics features | Stable (no changes since Jan 2026) |
| MCP image generation tools | Q3 visual content | Available via mcp-image |

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## How to Contribute Ideas

File an issue at the plugin's marketplace repository. Bug reports and feature requests are welcome.