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README.md

name Telos
pack-id danielmiessler-telos-v1.0.0
version 1.0.0
author danielmiessler
description Life OS and project analysis — goals, dependencies, beliefs, wisdom, books, movies, narrative points, interview extraction, McKinsey reports, and project dashboards
type skill
purpose-type
life-os
project-analysis
personal-context
dashboards
platform claude-code
dependencies
keywords
telos
life-os
goals
beliefs
projects
dependencies
narrative-points
interview-extraction
McKinsey-report
dashboard
wisdom
books
movies

Telos

Telic Evolution and Life Operating System -- a dual-purpose framework for personal life context and organizational project analysis with narrative generation, dashboards, and McKinsey-style reporting.


The Problem

People accumulate goals, beliefs, lessons, and project knowledge over years, but this context is scattered across notebooks, documents, and memory. AI assistants start every session with zero understanding of who you are and what matters to you. Meanwhile, organizations have project data spread across markdown files and spreadsheets with no structured way to extract insights. You end up:

  • Re-explaining yourself -- telling the AI your goals, beliefs, and priorities every time you want thoughtful advice
  • Losing life lessons -- wisdom from books, experiences, and mistakes never gets captured in a queryable format
  • Drowning in project data -- markdown files and CSVs full of project context but no way to see the big picture
  • Missing dependencies -- not seeing how problems connect to goals connect to strategies connect to projects
  • Manual reporting -- spending hours building executive summaries and dashboards that could be generated from structured data

The fundamental issue: your life context and your project context are both rich but unstructured. There is no system that captures both and turns them into actionable intelligence.


The Solution

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

Personal TELOS -- Your life context system stored at ~/.claude/PAI/USER/TELOS/:

  • Core philosophy: mission, beliefs, wisdom, mental models, frames, narratives, strategies
  • Life data: books, movies, lessons learned, things you were wrong about
  • Goals and challenges: goals, projects, problems, challenges, predictions, traumas
  • Change tracking: timestamped update log with automatic backups

Project TELOS -- Analysis framework for any organization or project directory:

  • Relationship discovery across all markdown and CSV files
  • Dependency mapping: problems to goals to strategies to projects
  • Progress tracking with metrics and KPIs
  • Narrative generation for presentations (configurable bullet count with n= parameter)
  • McKinsey-style report generation with professional web-based output
  • Interactive dashboards built with Next.js, shadcn/ui, and Aceternity

Four dedicated workflows handle structured operations:

  1. Update -- Add to personal TELOS with automatic backups and change logging
  2. InterviewExtraction -- Extract structured content from interview transcripts
  3. CreateNarrativePoints -- Generate slide-ready bullet points from TELOS context
  4. WriteReport -- Produce McKinsey-style web reports with cover pages, executive summaries, findings, and roadmaps

Installation

This pack is designed for AI-assisted installation. Give this directory to your AI and ask it to install using INSTALL.md.

What is PAI? See the PAI Project Overview.


What's Included

Component Path Purpose
Skill router src/SKILL.md Top-level TELOS skill with routing, context detection, and analysis methodology
Update workflow src/Workflows/Update.md Add entries to personal TELOS files with backup and change logging
InterviewExtraction workflow src/Workflows/InterviewExtraction.md Extract structured data from interview transcripts
CreateNarrativePoints workflow src/Workflows/CreateNarrativePoints.md Generate slide-ready narrative bullet points
WriteReport workflow src/Workflows/WriteReport.md Generate McKinsey-style web reports
UpdateTelos tool src/Tools/UpdateTelos.ts TypeScript tool for TELOS file updates
Dashboard template src/DashboardTemplate/ Full Next.js dashboard application with shadcn/ui components, API routes, sidebar navigation, and pages for overview, teams, progress, and vulnerabilities
Report template src/ReportTemplate/ Next.js report application with cover page, sections, findings, recommendations, timeline, and professional typography (custom fonts included)

Summary:

  • Workflows: 4 (Update, InterviewExtraction, CreateNarrativePoints, WriteReport)
  • Tools: 1 TypeScript tool
  • Templates: 2 full Next.js applications (Dashboard, Report)
  • Dependencies: None for core skill; bun/npm for dashboard and report template builds

What Makes This Different

This sounds similar to a note-taking system or a project management dashboard. What makes this approach different?

TELOS is not a static note system -- it is a structured context layer that your AI reads to understand your life and your projects. When you add a book to TELOS, the AI can later reference it when giving you advice. When you point TELOS at a project directory, it does not just list files -- it discovers relationships, traces dependency chains, identifies bottlenecks, and generates executive-quality narratives. The dashboard and report templates are not wireframes; they are complete Next.js applications ready to run.

  • Personal and project analysis in one unified skill
  • Context auto-detection: "my goals" routes to personal TELOS, "analyze this project" routes to project analysis
  • Narrative generation with configurable bullet count (n=24, n=12, etc.) for presentations
  • McKinsey-style reports generated as running web applications, not static PDFs
  • Dashboard builds use up to 16 parallel engineers for fast generation
  • All personal TELOS updates are backed up with timestamps before modification

Invocation Scenarios

Trigger What Happens
"add Project Hail Mary to my TELOS books" Routes to Update workflow, creates backup, adds book entry, logs change
"update my goals" Routes to Update workflow for GOALS.md
"what are my beliefs?" Reads personal TELOS BELIEFS.md and presents contents
"analyze ~/Projects/MyApp with TELOS" Scans directory for .md and .csv files, runs relationship and dependency analysis
"build a dashboard for TELOSAPP" Launches parallel engineers to build Next.js dashboard from project data
"create TELOS narrative for Acme Corp, n=24" Routes to CreateNarrativePoints, generates 24 slide-ready bullet points
"write a TELOS report for Acme Corp" Routes to WriteReport, generates McKinsey-style web report
"extract interviews from transcripts" Routes to InterviewExtraction workflow

Example Usage

Updating Personal TELOS

User: add "The Three-Body Problem" to my TELOS books

AI responds:
Running the Update workflow in the Telos skill to add a book entry...

[Creates timestamped backup of BOOKS.md]
[Adds formatted book entry with metadata]
[Logs change in updates.md with timestamp]

Done. Added "The Three-Body Problem" to your TELOS books.
Previous version backed up.

Project Analysis

User: analyze ~/Projects/Acme with TELOS

AI responds:
Running TELOS project analysis on ~/Projects/Acme...

[Scans all .md and .csv files in directory tree]
[Extracts entities, relationships, and dependencies]
[Maps: PROBLEMS --> GOALS --> STRATEGIES --> PROJECTS]

Analysis:
- 23 entities discovered across 14 files
- 3 critical dependency chains identified
- 2 bottlenecks blocking progress on strategic goals
- 78% of projects aligned with stated objectives
- 4 risk areas: overdue items in Q2 roadmap

Narrative Generation

User: create TELOS narrative for Acme Corp, n=24

AI responds:
Running the CreateNarrativePoints workflow in the Telos skill...

[Analyzes TELOS context: situation, problems, recommendations]
[Generates 24 crisp bullet points, 8-12 words each]

Narrative Points (24):
1. Revenue growth stalled at 12% due to market saturation
2. Engineering team capacity stretched across too many initiatives
3. ...
[24 slide-ready bullet points]

McKinsey-Style Report

User: write a TELOS report for Acme Corp

AI responds:
Running the WriteReport workflow in the Telos skill...

[Generates narrative points first]
[Maps to McKinsey report structure]
[Builds web-based report with professional styling]

Report generated at ~/Projects/Acme/report/
Run `bun dev` to view. Includes:
- Cover page with executive framing
- Executive summary
- Key findings with severity ratings
- Recommendations with implementation timeline
- Strategic roadmap

Configuration

No configuration required for project analysis.

Personal TELOS requires the TELOS files to exist at ~/.claude/PAI/USER/TELOS/. These are created as part of PAI setup, not by this skill pack.

Configuration Location Purpose
Personal TELOS files ~/.claude/PAI/USER/TELOS/ Life context: beliefs, goals, books, wisdom, etc.
Dashboard theme DashboardTemplate/ config files Modify Tokyo Night Day color scheme
Report typography ReportTemplate/Public/Fonts/ Custom fonts for McKinsey-style reports
Skill customizations ~/.claude/PAI/USER/SKILLCUSTOMIZATIONS/Telos/ Per-user preferences and overrides

Customization

Recommended Customization

No customization needed -- the skill works as-is for both personal and project analysis.

Optional Customization

Customization Location Impact
Dashboard color scheme DashboardTemplate/App/globals.css Change from Tokyo Night Day theme
Report fonts ReportTemplate/Public/Fonts/ Swap professional typography
Report structure Workflows/WriteReport.md Modify McKinsey report sections
Narrative point count n= parameter at invocation time Default varies; specify explicitly for control
Add TELOS file types SKILL.md valid files list Track additional life dimensions

Credits

  • Original concept: Daniel Miessler -- developed as part of the PAI system
  • Inspired by: The desire to give AI persistent understanding of a person's life context and to bring structured analysis to organizational data

Related Work

  • PAI USER Directory -- The ~/.claude/PAI/USER/TELOS/ directory where personal TELOS files live
  • PAI Algorithm -- The structured workflow system that coordinates multi-phase analysis and report generation

Works Well With

  • Thinking Pack -- Council debates and First Principles analysis complement TELOS project analysis
  • Security Pack -- Security sub-domains (Recon, WebAssessment) provide data that TELOS can map into organizational dashboards

Changelog

1.0.0 - 2026-03-15

  • Initial release
  • Dual-purpose skill: personal life OS and project analysis
  • Four workflows: Update, InterviewExtraction, CreateNarrativePoints, WriteReport
  • Full Next.js dashboard template with shadcn/ui and Aceternity
  • Full Next.js report template with professional typography
  • Automatic backup and change logging for personal TELOS updates
  • Dependency chain mapping and bottleneck detection for projects
  • Configurable narrative point generation for presentations