/dex-whats-new
Show recent system improvements — captured learnings plus new Claude capabilities. Use when the user says 'what's new', 'any updates to how Dex works'. Not for previewing and applying a version update; use `dex-update`. Not for unused existing features; use `dex-level-up`.
$ npx -y skills add davekilleen/Dex --skill dex-whats-new --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/dex-whats-new
Context preview
The summary Claude sees to decide when to auto-load this skill.
Show recent system improvements — captured learnings plus new Claude capabilities. Use when the user says 'what's new', 'any updates to how Dex works'. Not for previewing and applying a version update; use `dex-update`. Not for unused existing features; use `dex-level-up`.
SKILL.md
dex-whats-new.SKILL.mdname: dex-whats-new
description: "Show recent system improvements — captured learnings plus new Claude capabilities. Use when the user says 'what's new', 'any updates to how Dex works'. Not for previewing and applying a version update; use `dex-update`. Not for unused existing features; use `dex-level-up`."
Check for improvements to your Dex system from TWO sources: 1. **Learnings from your usage** - Mistakes, patterns, opportunities captured during sessions 2. **New Claude Code capabilities** - Features that could enhance your workflows
Usage
/dex-whats-new # Review learnings + check for Claude updates
/dex-whats-new --full # Include detailed explanations
/dex-whats-new --learnings # Only review session learnings
/dex-whats-new --claude # Only check Claude Code updates
Arguments
$MODE: Optional flags
- `--full` - Detailed explanations of each feature
- `--learnings` - Only review learnings (skip Claude check)
- `--claude` - Only check Claude updates (skip learnings)
---
Process
Step 0: Review Session Learnings (Unless --claude flag)
**Check for learnings to review:**
1. Read files in `System/Session_Learnings/` from last 30 days 2. Read `06-Resources/Learnings/Mistake_Patterns.md` - check for new patterns 3. Read `06-Resources/Learnings/Working_Preferences.md` - check for trends
**Extract improvement opportunities:**
- Recurring mistakes → suggest preventive measures
- Gaps in documentation → suggest additions
- Workflow inefficiencies → suggest automations
- User patterns → suggest customizations
**Present findings:**
🧠 LEARNINGS FROM YOUR USAGE
Since last review: [X] session learnings captured
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
📊 PATTERNS IDENTIFIED
1. [Pattern name]
Observed: [frequency] times
Impact: [what this affects]
Suggestion: [concrete improvement]
2. [Pattern name]
...
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
💡 SUGGESTED IMPROVEMENTS
Based on what you've learned, here's how to improve Dex:
1. [Improvement name]
Problem: [What's not working smoothly]
Solution: [Specific change to make]
Files: [What to update]
Effort: Low/Medium/High
2. [Improvement name]
...
Want me to implement any of these? (Enter number)
**If no learnings:** Skip this section or show: "No session learnings captured yet. The system will learn as you use it."
---
Step 1: Read Current State (Unless --learnings flag)
Load `System/claude-code-state.json`:
{
"last_check": "2026-01-15",
"last_version_seen": "1.0.28",
"features_seen": ["hooks", "sub-agents", "skills", "commands", "mcp"]
}If file missing or `last_check` is null, treat as first run.
Step 2: Fetch Current Changelog
Use `WebSearch` to find the latest Claude Code changelog:
- Search: "Claude Code changelog 2026" or "Anthropic Claude Code releases"
- Primary source: Anthropic's official documentation
- Fallback: GitHub releases, official blog posts
Focus on:
- New features and capabilities
- Breaking changes
- Deprecations
- Performance improvements
Step 3: Compare and Surface Changes
Identify what's new since `last_check`:
**For each new feature:** 1. What it does (plain English, 1-2 sentences) 2. Why it matters for PKM users 3. How you could use it in Dex (concrete example) 4. Effort to adopt (Low/Medium/High)
Step 4: Present Claude Findings
**If Claude Code updates found:**
🆕 CLAUDE CODE UPDATES
Last checked: [date] (X days ago)
Current version: [version]
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
🆕 NEW FEATURES
1. [Feature Name]
What: [Plain English description]
For you: [How this could improve Dex]
Effort: Low
2. [Feature Name]
What: [Description]
For you: [Specific improvement idea]
Effort: Medium
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
💡 SUGGESTED IMPROVEMENTS
Based on what's new, here are concrete things you could add to Dex:
1. [Improvement name]
Uses: [Which new feature]
What it does: [Specific description]
Pillar: [Which pillar it supports]
Want me to implement any of these? (Enter number)
Or run `/dex-improve` to workshop custom ideas.
**If no Claude updates:**
✅ Claude Code is up to date!
Last checked: Today
Current version: [version]
No new features since your last check.
---
Combined View (Default)
When running without flags, show BOTH sections:
🔄 DEX SYSTEM IMPROVEMENT REVIEW
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
🧠 FROM YOUR USAGE
[Session learnings section]
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
🆕 FROM CLAUDE CODE
[Claude updates section]
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
💡 COMBINED IMPROVEMENTS
Pulling together learnings + new capabilities:
1. [Improvement combining both]
Uses: [Your pattern] + [New Claude feature]
Impact: [What this unlocks]
Want me to implement any of these? (Enter number or 'all')
Step 5: Update State
**CRITICAL:** After presenting findings, you MUST update `System/claude-code-state.json` using the Write tool.
**Steps:** 1. Read current state file to preserve existing `features_seen` array 2. Add any newly discovered features to the array (avoid duplicates) 3. Update `last_check` to today's date (YYYY-MM-DD format) 4. Update `last_version_seen` if a new version was found 5. Write the updated JSON back to `System/claude-code-state.json`
**Example update:**
{
"last_check": "2026-01-28",
"last_version_seen": "1.0.32",
"features_seen": [
"hooks",
"sub-agents",
"skills",
"commands",
"mcp",
"parallel-sub-agents",
"async-hooks"
]
}**Verification:** After writing, confirm to user: "State file updated - next check will compare against today's findings."
---
Step 6: Backlog Synthesis (NEW — Innovation Concierge)
After presenting findings to the user, automatically create or enrich backlog ideas:
1. **Call `synthesize_changelog()`** from Improvements MCP
- This scans the changelog for Dex-relevant features
- C
Read more
name: dex-whats-new description: "Show recent system improvements — captured learnings plus new Claude capabilities. Use when the user says 'what's new', 'any updates to how Dex works'. Not for previewing and applying a version update; use `dex-update`. Not for unused existing features; use `dex-level-up`."
Check for improvements to your Dex system from TWO sources: 1. **Learnings from your usage** - Mistakes, patterns, opportunities captured during sessions 2. **New Claude Code capabilities** - Features that could enhance your workflows
Usage
/dex-whats-new # Review learnings + check for Claude updates /dex-whats-new --full # Include detailed explanations /dex-whats-new --learnings # Only review session learnings /dex-whats-new --claude # Only check Claude Code updates
Arguments
$MODE: Optional flags
- `--full` - Detailed explanations of each feature
- `--learnings` - Only review learnings (skip Claude check)
- `--claude` - Only check Claude updates (skip learnings)
---
Process
Step 0: Review Session Learnings (Unless --claude flag)
**Check for learnings to review:**
1. Read files in `System/Session_Learnings/` from last 30 days 2. Read `06-Resources/Learnings/Mistake_Patterns.md` - check for new patterns 3. Read `06-Resources/Learnings/Working_Preferences.md` - check for trends
**Extract improvement opportunities:**
- Recurring mistakes → suggest preventive measures
- Gaps in documentation → suggest additions
- Workflow inefficiencies → suggest automations
- User patterns → suggest customizations
**Present findings:**
🧠 LEARNINGS FROM YOUR USAGE Since last review: [X] session learnings captured ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 📊 PATTERNS IDENTIFIED 1. [Pattern name] Observed: [frequency] times Impact: [what this affects] Suggestion: [concrete improvement] 2. [Pattern name] ... ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 💡 SUGGESTED IMPROVEMENTS Based on what you've learned, here's how to improve Dex: 1. [Improvement name] Problem: [What's not working smoothly] Solution: [Specific change to make] Files: [What to update] Effort: Low/Medium/High 2. [Improvement name] ... Want me to implement any of these? (Enter number)
**If no learnings:** Skip this section or show: "No session learnings captured yet. The system will learn as you use it."
---
Step 1: Read Current State (Unless --learnings flag)
Load `System/claude-code-state.json`:
{
"last_check": "2026-01-15",
"last_version_seen": "1.0.28",
"features_seen": ["hooks", "sub-agents", "skills", "commands", "mcp"]
}If file missing or `last_check` is null, treat as first run.
Step 2: Fetch Current Changelog
Use `WebSearch` to find the latest Claude Code changelog:
- Search: "Claude Code changelog 2026" or "Anthropic Claude Code releases"
- Primary source: Anthropic's official documentation
- Fallback: GitHub releases, official blog posts
Focus on:
- New features and capabilities
- Breaking changes
- Deprecations
- Performance improvements
Step 3: Compare and Surface Changes
Identify what's new since `last_check`:
**For each new feature:** 1. What it does (plain English, 1-2 sentences) 2. Why it matters for PKM users 3. How you could use it in Dex (concrete example) 4. Effort to adopt (Low/Medium/High)
Step 4: Present Claude Findings
**If Claude Code updates found:**
🆕 CLAUDE CODE UPDATES Last checked: [date] (X days ago) Current version: [version] ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 🆕 NEW FEATURES 1. [Feature Name] What: [Plain English description] For you: [How this could improve Dex] Effort: Low 2. [Feature Name] What: [Description] For you: [Specific improvement idea] Effort: Medium ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 💡 SUGGESTED IMPROVEMENTS Based on what's new, here are concrete things you could add to Dex: 1. [Improvement name] Uses: [Which new feature] What it does: [Specific description] Pillar: [Which pillar it supports] Want me to implement any of these? (Enter number) Or run `/dex-improve` to workshop custom ideas.
**If no Claude updates:**
✅ Claude Code is up to date! Last checked: Today Current version: [version] No new features since your last check.
---
Combined View (Default)
When running without flags, show BOTH sections:
🔄 DEX SYSTEM IMPROVEMENT REVIEW ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 🧠 FROM YOUR USAGE [Session learnings section] ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 🆕 FROM CLAUDE CODE [Claude updates section] ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 💡 COMBINED IMPROVEMENTS Pulling together learnings + new capabilities: 1. [Improvement combining both] Uses: [Your pattern] + [New Claude feature] Impact: [What this unlocks] Want me to implement any of these? (Enter number or 'all')
Step 5: Update State
**CRITICAL:** After presenting findings, you MUST update `System/claude-code-state.json` using the Write tool.
**Steps:** 1. Read current state file to preserve existing `features_seen` array 2. Add any newly discovered features to the array (avoid duplicates) 3. Update `last_check` to today's date (YYYY-MM-DD format) 4. Update `last_version_seen` if a new version was found 5. Write the updated JSON back to `System/claude-code-state.json`
**Example update:**
{
"last_check": "2026-01-28",
"last_version_seen": "1.0.32",
"features_seen": [
"hooks",
"sub-agents",
"skills",
"commands",
"mcp",
"parallel-sub-agents",
"async-hooks"
]
}**Verification:** After writing, confirm to user: "State file updated - next check will compare against today's findings."
---
Step 6: Backlog Synthesis (NEW — Innovation Concierge)
After presenting findings to the user, automatically create or enrich backlog ideas:
1. **Call `synthesize_changelog()`** from Improvements MCP
- This scans the changelog for Dex-relevant features
- C
A personal operating system powered by Claude. Strategic work management, meeting intelligence, relationship tracking, daily planning — all configured for your specific role. No coding required.
Repo: davekilleen/Dex
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