✱ The Playbook
Field guides for effective navigation and mapping of your environment.
Practical playbooks for building an intentional relationship with AI. Organised the way the work actually behaves, as an ecosystem.
The library
Three surfaces of practice.
The playbook groups its skills and references by how you use them: what sharpens the individual, what shapes the collaboration, and what builds the platform underneath.
The library
11 skills.
Short, usable, and revised as the practice evolves. Filter by area, or read the lot.
Contested Ground
A narrative guide to finding where research and evidence disagree, and using that clash of opinions, rather than just the topic, to form your own original perspective.
Song Validator
Review and contribute to original songs using Phil's specific lyric writing style, rhyme schemes, and thematic progression formula. Anchored in intimate-to-epic post-rock worship structures.
Catalytic Converter
Transform existing articles into tight, effect-driven LinkedIn posts that drive traffic without manipulation. Grounded in psychological effects + distilled truth.
Adversarial Distiller
A four-persona method for extracting the incontrovertible truth from any written argument — what it cannot escape claiming, what it is really fighting against, and the subsidiary truths that survive the debate.
Article Accelerator
A human-led, AI-assisted workflow for producing rigorous, adversarially-reviewed written content — from rough idea to publish-ready article — at a fraction of the usual time investment.
Daily Augmentations
The foundational layer of Human/AI collaboration — everyday tasks where AI assistance is straightforward, immediate, and accessible regardless of technical background.
Data Request Fulfillment
A judgment-led, two-phase workflow for fulfilling customer dataset requests — AI-driven search and generation, with adversarial loops on both data and documentation before secure airlock publish.
Reflection Loop
A fifteen-minute end-of-session protocol for AI-augmented work — five questions that extract genuine learning from every build session and compound your Learning Rate over time.
Lineage Automation
How to progress from manual AI lineage logging to an automated workflow that captures your working process as a byproduct of how you work — voice notes, session hooks, and AI-assisted structuring.
Building Your Shoal
How to find, start, and maintain a small group of practitioners who compound your learning — including cold-start approaches for remote and isolated practitioners.
Error-Pattern Library
A personal AI-assisted database of failures and their extracted lessons — with a two-step capture workflow, AI-assisted processing, and pattern-finding that turns individual mistakes into a map of your specific failure modes.