Coaches should coach. Systems should handle the repeatable.
A continuing reference manual on building modern coaching environments with AI. Published weekly. Read in full. Built layer by layer. One coaching system, installed weekly.
The Capture Layer
The Season Project — Claude as Your Tactical Second Brain
Every conversation you have with Claude starts from zero. You re-explain your squad, your principles, your fixture list, the kid you're trying to get into the starting XV. A Claude Project fixes that in 5 minutes. You upload your context once and every chat in that project remembers it. Tier: works on the Free plan (capped at 5 projects).
Use NotebookLM to Run a Match Debrief in 10 Minutes
You filmed the match, tagged the clips, and wrote up your notes. But the debrief still takes 45 minutes to prep because you're stitching it all together manually. NotebookLM turns your raw match notes into a structured debrief document you can hand to the head coach before Monday morning.
The Thinking Layer
Mine 20 Press Conferences for the Opposition Coach's Real Tactical Themes
Press conferences look like noise. They're not. A head coach, talking 30 times a season, will repeat the same 5 tactical themes regardless of opponent. Identifying those themes used to mean reading every transcript. A Claude Project does the pattern-matching for you — and it'll surface the themes their own coaching staff probably don't realise are obvious. Tier: Free Claude (under the 5-project cap).
Plan Your Training Week with Claude in One Conversation
You know what you want to work on this week. The problem isn't ideas — it's turning those ideas into a structured session plan that accounts for fatigue, pitch time, and the 15 things competing for your attention. Claude doesn't coach for you. It organises what you already know.
The Memory Layer
The Physio Handoff Project — RTP Knowledge That Survives a Locum
Return-to-play decisions live in the head of one physio. When that physio is on holiday, off-shift, or moving on, the context goes with them — and the next person treating the player is starting from scratch. A Claude Project for medical handover keeps the case-history, the protocols, and the 'this is how we manage X here' decisions queryable by whoever needs them next. Tier: Claude Pro recommended (RAG quality matters when the corpus is large).
A Claude Project Per Player — The Development File That Actually Gets Used
Every club says it does player development plans. Most do them at pre-season, file them, and never look at them again. The reason isn't lack of will — it's that the format doesn't survive the season. A Claude Project per player turns the development file into something you can actually query: 'What were the three things we agreed on with [player] in pre-season? Are we on track?' Tier: Claude Pro (Free is capped at 5 projects total).
The Fireflies + Claude Meeting Brain (MCP Setup)
Coaches' meetings, staff briefings, player 1:1s — the volume of conversation in a coaching environment is enormous, and almost none of it gets re-listened to. Fireflies records and transcribes them. Claude, connected to Fireflies via MCP, lets you query everything in plain English: 'What did we say about [player] in the last three meetings?' Tier: Claude Pro ($20/mo) + Fireflies Free or Pro.
Turn the Walk to the Car Park into a Searchable Coaching Log
The five-minute walk from pitch to car park is the most under-used coaching moment of your week. Your head is full of observations from the session — what worked, who looked off, the thing you forgot to coach. Most of those thoughts are gone by the time you get home. The Fireflies mobile app turns that walk into a transcribed, tagged, searchable log entry. Tier: Free Fireflies plan (800 minutes lifetime).
Turn Voice Notes into a Searchable Coaching Log
You have observations after every session. Good ones — the kind that would change how you coach next week if you could remember them. But they live in your head, or in a voice memo you'll never re-listen to. This workflow turns a 60-second voice note into a tagged, searchable coaching log entry.
The Retrieval Layer
The Opposition Brief in 3 Prompts
An opposition brief is three documents pretending to be one: the threat map, the defensive plan, the team-talk version. Most analysts write all three from scratch every week. These three prompts, run inside a Claude Project with your scout report uploaded, get you 80% of the way there in under 10 minutes. Tier: Free.
Research Your Next Opponent in 5 Minutes with Perplexity
Opposition research used to mean hours of video and manual scouting reports. Perplexity doesn't replace your video analysis — but it gives you a head start. In 5 minutes you'll have their recent results, tactical tendencies reported in the press, and key personnel changes. It's the briefing note before you sit down with the footage.
The Output Layer
The End-of-Season Debrief — One Workflow, the Full Stack
End of season. Two weeks of writing, reviewing, and presenting back — to the squad, the staff, the board, the owners. The information is everywhere: Fireflies transcripts of every coaches' meeting, your Season Project, every Player Project, every match review. This is the workflow that runs the entire chain at season scale. Tier: Claude Pro + Fireflies Pro + Gamma Pro. The most expensive workflow in the library, and the one that pays back fastest.
The Quarterly Board Report — From a Quarter of Meetings to a Deck in 2 Hours
Quarterly board reports eat a fortnight. The hard part isn't writing them — it's reconstructing what actually happened across 12 weeks of meetings, decisions, and operational reality. Fireflies has the meetings, Claude can structure the narrative, Gamma assembles the deck. Two hours, end-to-end, with all the receipts. Tier: Claude Pro + Fireflies Pro + Gamma Pro (full chain on paid tiers).
A Personalised Pre-Match Card for Each Starter, in 10 Minutes
Generic team talks land generically. The bit that lands is the personal line — the moment a head coach turns to one player and says something that's clearly about them and only them. Most coaches manage two of those per match. With a player project and a Gamma card, you can pre-prep one for every starter in under 10 minutes. Tier: Claude Pro + Gamma Free (under 400-credit cap).
Fireflies → Claude → Gamma: Build the Monday Deck in 15 Minutes
Monday morning. The squad meeting is at 9 a.m. You need slides — match review, opposition preview, this week's training focus. You usually spend 45 minutes typing the same content into a deck that nobody scrolls back to. This workflow chains Fireflies, Claude, and Gamma into a single 15-minute pipeline. Tier: Claude Pro + Gamma Plus ($8/mo).
