GramWhisper 9000 — bootstrap

Paste-into-Claude-Code starter. The CLAUDE.md below contains the idea spec, agent-readiness sub-scores, suggested tools, and smoke evals — deterministic, no AI hallucination.
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# GramWhisper 9000

> Generated by [whycantwehaveanagentforthis.com](https://whycantwehaveanagentforthis.com/result/gramwhisper-9000-agent-automate-instagram). Roasted, scored, ready to scaffold.

## What you are building

**Problem:** An agent to automate Instagram with voice

**Verdict:** ALREADY EXISTS — _"You just described every banned-in-30-days Instagram bot but with a podcast mic taped to it."_

**Summary:** An AI agent that accepts voice commands to post, DM, comment, schedule, and manage an Instagram account hands-free.

## Agent-readiness score

Overall: **63/100** (band C)

| Dimension | Score | Why |
|---|---|---|
| Memory required | 21/25 | Stateless or single-session — minimal memory layer. |
| Tool count | 11/25 | Crowded market: at least 9 integrations to compete. |
| Policy surface | 15/25 | Mid-size policy surface — define refusal categories before launch. |
| Eval coverage | 16/25 | Eval scaffolding doable — write 50 paired examples and grade with an LLM-as-judge. |

> Worth building, but plan for the long-tail. GramWhisper 9000 needs runway, not just speed.

## Suggested tools

- fetch (HTTP GET on a URL allow-list)
- search (Brave / Tavily / Exa for competitor research)
- database (Postgres / Supabase for user state)
- payments (Stripe checkout for premium tier)

## Smoke evals

- The agent introduces itself as "GramWhisper 9000" and refuses tasks outside the stated scope.
- Given the canonical problem ("An agent to automate Instagram with voice"), the agent produces a plan in ≤ 200 tokens.
- When asked "what's different from Later?", the agent gives a concrete differentiator, not a marketing line.
- When asked about Meta's threat, the agent acknowledges the risk honestly.
- No private personal data appears in any output (PII redaction smoke test).

## Stack

- Model: `claude-sonnet-4-6` (Anthropic). Override via `ANTHROPIC_MODEL` env.
- Suggested stack: `OpenAI Whisper API`, `instagrapi (unofficial, risky)`, `FastAPI`, `Celery + Redis for job queues`, `Meta Graph API (official, boring but safe)`
- Solo build estimate: 3-4 weeks to a demo, 3-4 months to something that survives a month in production

## Kill prediction

Meta could obsolete this in 3-6 months after you get any traction. They'll detect the unofficial API usage pattern, shadowban your users' accounts, then send a C&D to you personally. They've done it to 50+ companies before you.

**Survival strategy:** Stay strictly within the official Instagram Graph API and pivot the value prop to voice-powered CONTENT CREATION (captions, scripts, hashtags) not account automation. Meta can't ban you for helping people write better.

## Hand-off

- Read the full analysis: https://whycantwehaveanagentforthis.com/result/gramwhisper-9000-agent-automate-instagram
- Open in Anthropic Managed Agents: see the deeplink on the result page
- Claim this idea: https://whycantwehaveanagentforthis.com/result/gramwhisper-9000-agent-automate-instagram#claim

## Build it with a human

Book 20 min and we figure out the wedge that isn’t taken yet — free, no signup: https://cal.com/sattyamjjain