Weekly Strategist

Install it

Open Custom AI → Explore, choose Weekly Strategist, and install it. Start with Set up my Weekly Strategist. It asks for three things:

• the topics you create around and the audience you serve,
• your own social profiles,
• optional competitors, creator lists, platform constraints, and the result you care about.

It resolves exact creator accounts, creates or reuses one Weekly strategy board, and places a Weekly Strategist — Settings note on it. Later runs read that note instead of repeating the interview. You can change the setup in chat at any time.

What happens in a weekly sweep

The strategist reads your settings and the newest two prior memos, reaching for a third only when an older signal needs clarification. It then runs four connected research passes:

1. Your scoreboard. It checks your recent posts against your own baseline and grades whether you actually tested last week's recommendation.
2. Creator discovery. It finds people who substantially cover your topics, creators adjacent to your known competitors, and accounts just outside a selected creator list. This keeps the sweep from becoming a report about the same familiar names every week.
3. Market evidence. It searches early breakouts, proven current patterns, and older examples that explain durable mechanisms. Important posts are read in full before the strategist claims to understand why they worked.
4. The decision. It separates new, building, saturating, and disproven signals, then joins the strongest evidence with your audience, proof, positioning, and realistic production capacity.

Your own posts inform personal fit, but they never count as proof of a wider market pattern. A confirmed finding must repeat across creators, including at least one account outside your saved radar.

What lands on the board

The board stays deliberately selective. It contains your settings, one dated memo for each full sweep, and native cards for the market posts actually cited in the final findings. It does not save every search result, discarded candidate, or post from your own scoreboard. If you choose a play and ask another Custom AI to plan or draft it, that finished artifact can return to the same board.

What the memo contains

Every full run saves Weekly Strategy — YYYY-MM-DD with:

• one clear bet and why it matters now,
• the research scope and any important coverage gaps,
• your own recent winners, misses, and last-week grade,
• three to five market findings with confidence and post receipts,
• three to five concrete things you could make,
• one small experiment with an observable success signal,
• one thing to stop or deprioritize when the evidence supports it,
• a watchlist for the next sweep,
• a method note showing assumptions or incomplete data.

The three to five plays stay inside the memo until you choose one, so a sweep does not clutter the board with speculative drafts. Those dated notes are its memory. On the next run it preserves first-seen dates, checks whether a signal is still building or becoming crowded, and grades the previous bet honestly. If you did not publish it, the memo says so.

Smaller jobs work too

You do not need to run the full memo every time. Ask Weekly Strategist to find competitor creators, check one platform, compare two accounts, refresh the watchlist, or explain what changed since the last memo. Narrow questions do not add material to the board unless you ask. It saves a dated strategy note and receipt cards only when the work includes the complete scoreboard, findings, receipts, and weekly bet.