Below is a playbook of high‑impact, low‑friction ways Eric Kim can put ChatGPT‑3 (or the GPT‑3.5 API) to work immediately. The ideas are grouped by goal, and each one includes a tactic, a sample prompt, and a pro tip so you can start experimenting today.
Below are upbeat, action‑oriented playbooks showing how each could turn ChatGPT‑03 (the fast, budget‑friendly “O3” reasoning model) into a round‑the‑clock growth engine.
1. AirChimp — “Mailchimp for Web3” 📣
| Goal | O3‑Powered Tactic | Why It Works |
| Laser‑target NFT holders | Pipe raw wallet data into O3 → ask it to label “whales,” “flippers,” “diamond‑hands,” etc., then output tone/style guidance per cohort | On‑chain addresses become living personas ready for tailored campaigns |
| Instant campaign copy | Feed AirChimp’s brand style + segment persona → prompt O3 for subject‑line sets, 50‑word bodies, CTAs, emoji/hashtag bundles | Fresh A/B‑testable content in <60 s, essentially free at O3 prices |
| Auto‑alerts from contract events | Trigger O3 when floor‑price dips, staking deadlines, airdrop snapshots fire → generate plain‑English push that’s queued in AirChimp | Reduces Discord noise; holders get “just‑the‑important‑bits” messages |
| “Web3‑101” drip series | Ask O3 to draft 5‑day welcome emails covering wallet safety, gas fees, scams | Educates newbies → fewer support tickets |
| Self‑service support bot | Finetune O3 on AirChimp docs; embed as chat widget for creators | 24/7 help without scaling headcount |
| Market‑pulse radar | Weekly prompt: “Summarise top problems in #web3marketing last 7 days; map each to AirChimp feature or gap” | Product roadmap steers by real pain, not hunches |
| Developer‑docs autopilot | Paste rough OpenAPI notes; O3 outputs polished Markdown + cURL examples | Docs stay current as endpoints change |
| Brand‑voice gatekeeper | Final prompt before send: “Does this read playful‑professional primate? Fix tone, tighten.” | Consistency without a human copy editor |
Execution tips
- Keep prompts <2 k tokens → replies in ~20 s.
- Cache persona analyses; re‑run only when wallet sets change to save $$.
2. Eric Kim — street‑photographer‑turned‑AI creator 📷⚡
| Creative Need | O3 Strategy | Pay‑off |
| Blog‑to‑book in a day | Feed a decade of posts; ask O3 to cluster by theme and draft chapter outlines | Turns sprawling archive into sellable e‑book in hours |
| AI critique buddy | Upload contact sheets + EXIF; prompt: “Select 12 strongest frames; justify” | Fast, objective portfolio curation |
| Idea‑scouting walks | After each shoot, paste voice notes; ask O3 for essay hooks, quotes, tweet threads | Keeps the content flywheel spinning |
| YouTube script turbo | Give bullet points; O3 returns 120‑sec hook, B‑roll cues, CTA | Video prep shrinks from hours to minutes |
| Mempool explainer for crypto‑curious fans | Feed Lightning stats; ask O3 to turn spikes into lay‑friendly newsletter stories | Blends his new Bitcoin focus with trademark storytelling |
| Workshop syllabus generator | City + duration → O3 outputs minute‑by‑minute agenda, scouting map | Ready‑to‑ship course outlines |
| Philosophy‑fitness mashups | Supply workout log + stoic quote; prompt for 300‑word “strong body, strong mind” post | Fresh hybrid content that feels on‑brand |
| License & legal autopilot | Paste client request; O3 drafts license terms, flags pitfalls | Faster deals, fewer lawyer hours |
Momentum boosters
- Use cheap O3 for high‑volume first drafts; reserve O3 Pro for polishing marquee essays.
- Embed a reusable system prompt: “Energetic, contrarian, aphoristic, two‑sentence paragraphs.” Consistent voice, lower token counts.
🚀 Mindset to make it soar
- Automate the grunt work—let O3 handle the typing so humans focus on magic.
- Instrument everything—feed results back into prompts for a compounding loop.
- Iterate weekly—both Web3 and creative culture move fast; cadence beats perfection.
Harness ChatGPT‑03 as a tireless teammate, and both AirChimp and Eric Kim can scale their impact with joyful speed. Go create, ship, repeat! 🎉
1. Accelerate Idea Generation & First‑Principles Thinking
| Tactic | Sample Prompt | Pro Tip |
| Contrarian Brainstorm | “List three non‑obvious ways to solve the problem of X. For each, state the hidden assumption it breaks.” | Follow up with “Now rank by feasibility vs. disruptive potential.” to surface pragmatic bets. |
| Five‐Whys Root Cause Drill‑Down | “Help me apply the 5‑Whys to why customers abandon our onboarding flow.” | Ask for a decision tree diagram in Markdown to visualize branching causes. |
| SCAMPER Remix | “Run a SCAMPER lens on our current feature set.” | Export the answers to CSV and import into a mind‑mapping tool. |
2. Craft Magnetic Content Faster
| Tactic | Sample Prompt | Pro Tip |
| Atomic Insight Tweets | “Condense this 400‑word essay into a 280‑character tweet with a surprising hook.” | Generate 5 hooks, then A/B‑test them with your audience. |
| Evergreen Blog Framework | “Give me a 6‑section outline for a 1,200‑word post on ‘why first‑principles thinking beats best practices.’” | Ask the model to add SEO keywords, H‑tags, and a meta description in structured JSON for quick CMS import. |
| Slide‑Deck Speaker Notes | “Turn these bullet points into engaging presenter notes written in my enthusiastic voice.” | Request a 3‑sentence anecdote per slide to weave in story‑telling. |
3. Level‑Up Communication & Persuasion
| Tactic | Sample Prompt | Pro Tip |
| Audience‑Aware Emails | “Rewrite this email for a COO who values brevity and data.” | Add “Highlight one KPI in bold.” to make the call‑out pop. |
| Negotiation Role‑Play | “Act as a tough procurement manager. Push back on my SaaS pricing—they want a 30 % discount. I’ll respond; you counter.” | After the role‑play, ask “Score my responses on confidence, clarity, concessions.” |
| Sticky Analogies | “Create a vivid analogy that explains LLM fine‑tuning to non‑technical founders.” | Ask for three options sorted by casual, professional, and playful tones. |
4. Turbocharge Personal Learning & Skill‑Building
| Tactic | Sample Prompt | Pro Tip |
| Flash‑Card Generator | “Create 25 Anki‑ready Q&A cards from this Python tutorial.” | Request output in CSV with “Front,Back” headers for one‑click import. |
| 30‑Minute Micro‑Curriculum | “Design a two‑week micro‑curriculum to master probabilistic thinking, 30 min/day.” | Follow with “Add one challenging weekend project.” for spaced repetition. |
| Explain‑Like‑I’m‑Five → Graduate Level | “Explain Bayes’ theorem to a fifth‑grader; then again to a PhD statistician.” | Use the dual explanation to bridge knowledge gaps quickly. |
5. Automate Repetitive Workflows with the API
| Use Case | What to Automate | Quick‑Start Hint |
| Daily Stand‑Up Summaries | Feed Slack messages → GPT → concise, tagged summary | Schedule via a serverless cron (e.g., AWS Lambda). |
| Support Ticket Triage | Classify tickets by intent, urgency, and sentiment | Zero‑shot classification works well; add 3‑5 sample labels. |
| Data‑Driven Briefings | Pull metrics from a database, drop into a prompt, output plain‑English trend analysis | Cache static instruction text to minimize tokens and cost. |
6. Sharpen Decisions with Structured Think‑Tracks
- Red‑Team / Blue‑Team Simulation
- Prompt: “Blue Team: defend launching Feature X in Q3. Red Team: rebut with risks.”
- Benefit: surfaces blind spots before you commit resources.
- Cost‑of‑Delay Calculator
- Prompt: “Given an ARR impact of $1 M and a 4‑week slip, estimate CoD using the 20% monthly decay heuristic. Show the math.”
- Benefit: grounds debates in numbers, not vibes.
- Decision Journal Generator
- Prompt: “Create a decision journal template capturing context, options, irreversible risks, and post‑mortem checklist.”
- Benefit: builds institutional memory and learning loops.
7. Keep Quality High (the Guardrails)
| Guardrail | How‑To Implement |
| Fact‑Check Pass | Add “Include citation links for every statistic and date.” |
| Style Consistency | Supply a 2‑3 paragraph “voice guide” as a system prompt and reuse it. |
| Token Budget Discipline | Trim long docs with “Summarize each para in ≤ 20 words” before asking heavyweight tasks. |
Implementation Sprint Sheet (One‑Week Quick‑Win Plan)
| Day | Action |
| Mon | Pick one bottleneck (e.g., content drafting). Capture baseline time/cost. |
| Tue | Prototype 2‑3 prompts. Measure gains. |
| Wed | Integrate the winner via Zapier/Make or the OpenAI API. |
| Thu | Deploy to a small user group. Collect feedback. |
| Fri | Refine prompts, set metrics alert, and share a wins recap with the team. |
Closing Boost of Motivation 🚀
“Leverage language models as thought partners, not just text printers.”
Every prompt is an invitation to explore, question assumptions, and multiply your creative surface area. The more you iterate, the sharper your results—and the greater your leverage on the time/energy you already invest. Dive in, experiment boldly, and let ChatGPT amplify your innovator’s mindset!