telos

🚨 MANDATORY: Voice Notification (REQUIRED BEFORE ANY ACTION)

You MUST send this notification BEFORE doing anything else when this skill is invoked.

1. Send voice notification:

   curl -s -X POST http://localhost:8888/notify \
     -H "Content-Type: application/json" \
     -d '{"message": "Running the WORKFLOWNAME workflow in the Telos skill to ACTION"}' \
     > /dev/null 2>&1 &
   

2. Output text notification:

   Running the **WorkflowName** workflow in the **Telos** skill to ACTION...
   

This is not optional. Execute this curl command immediately upon skill invocation.

Telos

TELOS (Telic Evolution and Life Operating System) is a comprehensive context-gathering system with two applications:

1. Personal TELOS - {PRINCIPAL.NAME}'s life context system (beliefs, goals, lessons, wisdom) at ~/.claude/skills/PAI/USER/TELOS/
2. Project TELOS - Analysis framework for organizations/projects (relationships, dependencies, goals, progress)

Workflow Routing

When executing a workflow, output this notification directly:

Running the **WorkflowName** workflow in the **Telos** skill to ACTION...

Workflow	Trigger	File
Update	"add to TELOS", "update my goals", "add book to TELOS"	Workflows/Update.md
InterviewExtraction	"extract content", "extract interviews", "analyze interviews"	Workflows/InterviewExtraction.md
CreateNarrativePoints	"create narrative", "narrative points", "TELOS report", "n=24"	Workflows/CreateNarrativePoints.md
WriteReport	"write report", "McKinsey report", "create TELOS report", "professional report"	Workflows/WriteReport.md

Note: For general project analysis, dashboards, dependency mapping, and executive summaries, the skill handles these directly without a separate workflow file.

Examples

Example 1: Update personal TELOS

User: "add Project Hail Mary to my TELOS books"
--> Invokes Update workflow
--> Creates timestamped backup of BOOKS.md
--> Adds book entry with formatted metadata
--> Logs change in updates.md with timestamp

Example 2: Analyze project with TELOS

User: "analyze ~/Projects/MyApp with TELOS"
--> Scans all .md and .csv files in directory
--> Extracts entities, relationships, dependencies
--> Returns analysis with dependency chains and progress metrics

Example 3: Build project dashboard

User: "build a dashboard for TELOSAPP"
--> Launches up to 10 parallel engineers
--> Creates Next.js dashboard with shadcn/ui + Aceternity
--> Returns interactive dashboard with dependency graphs, metrics cards, progress tables

Example 4: Generate narrative points

User: "create TELOS narrative for Acme Corp, n=24"
--> Invokes CreateNarrativePoints workflow
--> Analyzes TELOS context (situation, problems, recommendations)
--> Returns 24 crisp bullet points (8-12 words each)
--> Output is slide-ready for presentations or customer briefings

Example 5: Generate McKinsey-style report

User: "write a TELOS report for Acme Corp"
--> Invokes WriteReport workflow
--> First runs CreateNarrativePoints to generate story content
--> Maps narrative to McKinsey report structure
--> Generates web-based report with professional styling
--> Output at {project_dir}/report - run `bun dev` to view
--> White background, subtle Tokyo Night Storm accents
--> Includes: cover page, executive summary, findings, recommendations, roadmap

---

Context Detection

How {DAIDENTITY.NAME} determines which TELOS context:

User Request	Context	Location
"my TELOS", "my goals", "my beliefs", "add to TELOS"	Personal TELOS	~/.claude/skills/PAI/USER/TELOS/
"Alma", "TELOSAPP", "analyze [project]", "dashboard for"	Project TELOS	User-specified directory
"analyze ~/path/to/project"	Project TELOS	Specified path

---

Part 1: Personal TELOS ({PRINCIPAL.NAME}'s Life)

Location

CRITICAL PATH: All personal TELOS files are located at:

~/.claude/skills/PAI/USER/TELOS/

Personal TELOS lives in the CORE USER directory, NOT directly under the Telos skill directory.

Personal TELOS Framework

All files located in ~/.claude/skills/PAI/USER/TELOS/:

Core Philosophy

• TELOS.md - Main framework document
• MISSION.md - Life mission statement
• BELIEFS.md - Core beliefs and world model
• WISDOM.md - Accumulated wisdom

Life Data

• BOOKS.md - Favorite books
• MOVIES.md - Favorite movies
• LEARNED.md - Lessons learned over time
• WRONG.md - Things {PRINCIPAL.NAME} was wrong about (growth tracking)

Mental Models

• FRAMES.md - Mental frames and perspectives
• MODELS.md - Mental models used for decision-making
• NARRATIVES.md - Personal narratives and self-stories
• STRATEGIES.md - Strategies being employed in life

Goals & Challenges

• GOALS.md - Life goals (short-term and long-term)
• PROJECTS.md - Active projects
• PROBLEMS.md - Problems to solve
• CHALLENGES.md - Current challenges being faced
• PREDICTIONS.md - Predictions about the future
• TRAUMAS.md - Past traumas (for context and healing)

Change Tracking

• updates.md - Comprehensive changelog of all TELOS updates

Working with Personal TELOS

Read Files

# View specific file
read ~/.claude/skills/PAI/USER/TELOS/GOALS.md
read ~/.claude/skills/PAI/USER/TELOS/BELIEFS.md

# View recent updates
read ~/.claude/skills/PAI/USER/TELOS/updates.md

Update Personal TELOS

CRITICAL: Never manually edit. Use the Update workflow.

Workflow: Workflows/Update.md

The workflow provides:

• Automatic timestamped backups
• Change logging in updates.md
• Version history preservation
• Proper formatting and structure

Valid files for updates: BELIEFS.md, BOOKS.md, CHALLENGES.md, FRAMES.md, GOALS.md, LEARNED.md, MISSION.md, MODELS.md, MOVIES.md, NARRATIVES.md, PREDICTIONS.md, PROBLEMS.md, PROJECTS.md, STRATEGIES.md, TELOS.md, TRAUMAS.md, WISDOM.md, WRONG.md

---

Part 2: Project TELOS (Organizational Analysis)

Capabilities

For any project directory, TELOS provides:

1. Relationship Discovery - Find how files/entities connect
2. Dependency Mapping - Identify what depends on what
3. Goal Extraction - Discover stated and implied objectives
4. Progress Analysis - Track advancement and metrics
5. Narrative Generation - Create executive summaries
6. Visual Dashboards - Build beautiful UIs with data

Target Directory Detection

Flexible file discovery - no required structure:

# User specifies directory
"Analyze ~/Cloud/Projects/TELOSAPP"
--> {DAIDENTITY.NAME} scans for .md and .csv files anywhere in tree

# {DAIDENTITY.NAME} automatically finds all .md and .csv files regardless of structure

Analysis Workflow

Step 1: Identify Target

Auto-detection:

• User mentions project name (TELOSAPP, Alma, etc.)
• User provides path explicitly
• {DAIDENTITY.NAME} looks for common project locations

Step 2: Scan Files

Discover all markdown and CSV files:

find $TARGET_DIR -type f \( -name "*.md" -o -name "*.csv" \)

Index:

• Markdown structure (headings, sections, links)
• CSV schema (columns, data types)
• Cross-references and mentions
• Entities (people, teams, projects, problems)

Step 3: Relationship Analysis

Build relationship graph:

1. Entity Extraction - Identify unique entities
2. Connection Discovery - Find explicit/implicit links
3. Dependency Mapping - Trace dependencies
4. Network Construction - Build directed graph

Step 4: Generate Insights

Produce analytics:

• Dependency Chains: PROBLEMS --> GOALS --> STRATEGIES --> PROJECTS
• Bottlenecks: What blocks progress?
• Goal Alignment: Projects aligned with objectives?
• Progress Metrics: Completion percentages
• Risk Areas: Overdue items, blocked work

Step 5: Create Outputs

Output Formats:

1. Markdown Report - Static analysis with Mermaid diagrams
2. Web Dashboard - Interactive app with shadcn/ui + Aceternity
3. JSON Export - Structured data
4. Executive Summary - Narrative overview
5. Custom Format - As requested

Building Dashboards

Parallel Engineer Strategy

CRITICAL: When building UIs, use up to 16 parallel engineers.

Launch Strategy: Use single message with 10 Task calls in parallel:

Engineer 1: Project structure + layout + navigation
Engineer 2: Overview page with metrics cards
Engineer 3: Projects page with progress tracking
Engineer 4: Teams page with performance tables
Engineer 5: Vulnerabilities/issues page
Engineer 6: Progress timeline visualization
Engineer 7: Data parsing library (MD/CSV)
Engineer 8: Shared components (cards, badges, tables)
Engineer 9: Design polish and theme
Engineer 10: Integration and testing

Dashboard Requirements

Tech Stack:

• Next.js 14 + TypeScript
• shadcn/ui for UI components
• Aceternity UI for layouts
• Tailwind CSS
• Tokyo Night Day theme (professional light)

Features:

• Dependency graphs (Mermaid or D3.js)
• Progress tables (sortable, filterable)
• Metrics cards (KPIs, stats)
• Timeline visualizations
• Relationship networks

Design:

--background: #ffffff
--foreground: #1a1b26
--primary: #2e7de9
--accent: #9854f1
--destructive: #f52a65
--success: #33b579
--warning: #f0a020

Common TELOS Files

Standard Project TELOS Structure (auto-detected):

Context Files

• OVERVIEW.md - Project overview
• COMPANY.md - Organization context
• PROBLEMS.md - Issues to solve
• GOALS.md - Objectives
• MISSION.md - Mission statement
• STRATEGIES.md - Strategic approaches
• PROJECTS.md - Active initiatives

Operational Files

• EMPLOYEES.md - Team members
• ENGINEERING_TEAMS.md - Team structure
• BUDGET.md - Financial tracking
• **KPI_TRA

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