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Taki’s latest 20 Instagram posts, turned into 20 complete business resources. Open one. Copy it. Put it to work.

20 source-linked resources 4 practical groups Free to use
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20 complete resources

Copy-ready prompt

Turn one business goal into a finished asset

A full operating prompt that takes an AI workspace from a loose goal to a reviewed, ready-to-use business asset.

Outcome
A finished asset, a decision log, a verification report, and a short handoff that shows what is ready and what still needs a person.
20 minutesIntermediate

From @taki.gpt · 2026-07-09

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Implementation playbook

Make one premium-model session pay back for months

A three-part sprint for using a high-capability model on durable instructions, a system audit, and a roadmap others can execute.

Outcome
Updated reusable instructions, an evidence-based audit, and a complete execution package for a team or lower-cost model.
45 minutes to prepare; one focused session to runIntermediate

From @taki.gpt · 2026-07-09

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Audit framework

Audit what your AI remembers about you

A safe audit for separating visible memories, unsupported inferences, sensitive context, and deletion actions without generating a new personality profile.

Outcome
A memory inventory, deletion list, settings checklist, and retest record.
25 minutesBeginner

From @taki.gpt · 2026-07-08

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SOP

Pause an AI task and pick it up anywhere

A device-neutral handoff SOP that preserves project state without dragging the entire conversation or sensitive context into every session.

Outcome
A compact task card, live decision log, stop packet, resume prompt, and closeout record.
15 minutesBeginner

From @taki.gpt · 2026-07-08

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Worksheet

Route work between two AI models without losing control

A complete routing protocol for pairing a planner or specialist model with a builder model while controlling cost, context, and review.

Outcome
A tested role assignment, routing matrix, shared handoff contract, task prompts, cost log, and verification step.
30 minutesIntermediate

From @taki.gpt · 2026-07-07

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Checklist

Build the five-layer AI skill stack you actually need

A complete selection, security, testing, and maintenance checklist for a lean AI skill stack.

Outcome
Five distinct capability layers, approved install records, benchmark results, removal decisions, and a monthly review routine.
60 minutesIntermediate

From @taki.gpt · 2026-07-06

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AI agent instructions

Make AI review its work with fresh eyes

A copy-ready review council that keeps reviewers independent, forces evidence, resolves disagreement, and produces a safer final revision.

Outcome
Three independent reports, a finding matrix, a disagreement record, a revised deliverable, and a final human checklist.
20 minutesIntermediate

From @taki.gpt · 2026-07-05

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Audit framework

The AI memory privacy audit

Inspect what an AI assistant remembers, separate stored facts from guesses, and make a clear keep, correct, or delete decision for every item.

Outcome
A reviewed memory register, a deletion list, corrected context, safer product settings, and a written rule for what may be shared in future chats.
25 minutesBeginner

From @taki.gpt · 2026-07-04

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Implementation playbook

The five-mode AI coding workflow

Give a coding assistant the goal, plan, project memory, review roles, and reasoning budget it needs before it touches production code.

Outcome
A repeatable task packet that produces smaller changes, clearer decisions, independent checks, and a handoff another person can inspect.
15 minutesIntermediate

From @taki.gpt · 2026-07-03

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Decision tool

The AI certificate ROI scorecard

Choose one AI certificate based on job relevance, time, prerequisites, and the proof of work you can produce after completing it.

Outcome
One chosen learning program, a written reason for the choice, a completion calendar, and a proof-of-work project tied to a real goal.
20 minutesBeginner

From @taki.gpt · 2026-07-02

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AI agent instructions

The personal voice editor agent

Train a reusable editor on approved writing samples so drafts sound like the person behind the business without changing facts or chasing detector scores.

Outcome
A reusable voice profile, a complete editor instruction, a revised draft, and a change log that lets the writer approve every meaningful edit.
30 minutesIntermediate

From @taki.gpt · 2026-07-01

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Implementation playbook

The course-to-business asset sprint

Turn one open university course into a finished project, operating document, or portfolio asset in four focused weeks.

Outcome
A selected course, a four-week calendar, weekly proof, a finished applied asset, and a clear decision about what to study next.
30 minutesIntermediate

From @taki.gpt · 2026-06-30

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Template

The AI context handoff protocol

Detect instruction drift, compact a long session into a reliable brief, and restart without losing the goal, decisions, constraints, or next action.

Outcome
A context marker, checkpoint habit, copy-ready handoff prompt, fresh-session verification, and dated archive of the work state.
10 minutesBeginner

From @taki.gpt · 2026-06-29

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Audit framework

The AI plugin role and risk audit

Choose role-based AI plugins by job fit, data access, action permissions, and review needs before connecting them to company work.

Outcome
An approved or rejected plugin decision, a least-access setup, a seven-day trial plan, a human review map, and a removal rule.
35 minutes per pluginIntermediate

From @taki.gpt · 2026-06-28

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AI agent instructions

Run a personal data removal operation

A controlled AI operator for finding public listings, drafting opt-out requests, and tracking removals without handing sensitive actions to an unsupervised agent.

Outcome
A verified exposure register, approved removal drafts, a submission log, and a recheck schedule for every confirmed listing.
45 to 90 minutesIntermediate

From @taki.gpt · 2026-06-27

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Swipe file

Control AI output with five prompt modes

A reusable prompt that turns 5WHY, SOURCES, DEBATE, FINGERPRINT, and TLDR into defined work modes with clear output rules.

Outcome
A copy-ready control prompt that produces deeper diagnosis, sourced claims, balanced decisions, cleaner voice, or concise summaries on demand.
15 minutesBeginner

From @taki.gpt · 2026-06-26

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Implementation playbook

Build a role-based AI agency for your business

A practical playbook for organizing AI agents into divisions, defining each role, and testing handoffs without building a pile of overlapping bots.

Outcome
One working AI division with three role cards, a handoff map, approved inputs, human gates, test cases, and a two-week pilot scorecard.
90 minutes plus a two-week pilotIntermediate

From @taki.gpt · 2026-06-25

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Decision tool

Test a lower-cost AI coding setup safely

A provider-neutral scorecard and benchmark for testing open or lower-cost coding models before routing real repositories through them.

Outcome
A documented keep, limited-use, or reject decision backed by a security review, ten-task benchmark, cost record, and rollback plan.
Two to three hoursIntermediate

From @taki.gpt · 2026-06-24

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Audit framework

Audit your AI skill stack before you install it

A six-part audit for deciding which AI skills to install, what access they deserve, and whether they produce better work on a real task.

Outcome
A scored skill register with approved use, denied permissions, test evidence, an owner, a review date, and a remove decision for weak or unsafe skills.
60 to 90 minutesIntermediate

From @taki.gpt · 2026-06-23

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SOP

Build an AI loop that knows when to stop

A complete operating spec for running bounded AI loops with automation, isolated workspaces, approved skills, scoped connectors, sub-agents, evaluation, and human gates.

Outcome
A testable AI loop with one goal, defined inputs and outputs, an evaluator, a maximum iteration count, an action budget, a run log, and a human-owned stop path.
60 to 120 minutesAdvanced

From @taki.gpt · 2026-06-22

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