Research Pack · 2026-08-10 · 8 Documents · Ready to Build

Find the viral Python
project in 5 days.

We analyzed 30+ viral dev tools, scored 15 candidates, and found the one with universal pain × instant wow × zero friction — buildable in a single work week.

$ pip install peek && peek . — 5 sec → beautiful codebase map
90/100Winner score
~46hBuild time
~1k LOCPython
1k → 5kStars target
peek v0.1.0 — ~/awesome-project (Python · 47 files · 4.2k LOC) — Textual TUI
Summary: FastAPI-based task queue with Redis backend. Workers pull jobs from Redis, execute via pluggable executors, and report results to Postgres. CLI via Typer, config via Pydantic.

◆ Architecture

cli ──→ api ──→ core ──→ db
  │       │          │
  └───────┴────────┴──→ redis
12 dirs · 47 files · 92% Python

★ Start Here

★ app/main.py (entry)
★ app/core/executor.py (hub)
    app/worker.py (worker)
    app/config.py
    tests/test_exec.py

▣ Stats

Python  92% ██████████████
YAML     5% █
4.2k LOC · 47 files

⬡ Tech Stack

FastAPI · Redis · Postgres
Typer · Pydantic · pytest
Docker · ruff · uv
The Viral Formula

Why dev tools go viral is not random.

Across 30+ breakout tools (uv, ruff, textual, gitingest, htop, bat, fzf) the same equation appears. Miss one ingredient and you stall.

⚡ Instant Gratification× ✨ Visual Wow× 🌍 Universal Pain× 📦 One-Liner Install ^Distribution
⚡

Instant Gratification

peek . works in 5 seconds — no API key, no config, no setup. Heuristics offline. 80% of triers bounce if first success takes longer than 30 seconds.

peek: 10/10
✨

Visual Wow

Rich + Textual beauty. Every output is a screenshot people want to share. Before/after GIF stops scrolling.

peek: 10/10
🌍

Universal Pain

"What does this repo do? Where to start?" — every dev, every week. Onboarding, OSS eval, AI context packing. 30M+ TAM.

peek: 10/10
📦

One-Liner Install

pip install peek — under 10 seconds, pure Python, no Rust, no binary. Zero friction = zero excuse not to try.

peek: 10/10
Candidates

15 ideas scored. One clear winner.

Generated from 3 lenses (AI-augmented, DX/Joy, Universal Pain) and scored on Viral × Feasible × TAM × Novelty.

#
Project
Viral
Feas
TAM
Nov
Score
1
peek htop for codebases — any repo in 5 sec
90 🏆
2
wtf beautiful traceback that explains itself
84
3
packit smart codebase packer for LLMs
81
4
ship one-command commit+push+PR
79
5
lumen inline execution visualizer
77
6-15
findit · diffsense · dive · depcruise · envdoctor · hallucatch · mockit · aigen · gitlens · promptlint
—
—
—
—
60–75

Runners-up become peek features: peek --pack (packit) · peek --find (findit) · peek --explain (wtf) — platform, not just a tool.

5-Day Build

Tight, realistic, scoped.

~46 hours total, ~1k lines Python, Rich + Textual + AST. Strict P0/P1/P2 — cut P2 ruthlessly.

Day 1 — Scanner Walk & Detect

File walk respecting .gitignore, LOC + language stats, tech stack & entry point detection.

9h · peek scan .
Day 2 — Analyzer Graph & Rank

AST import extraction, directed graph, centrality + PageRank-lite, heuristic summary, "Start Here" ranking.

10h · peek analyze .
Day 3 — Renderer Beautiful Output

Rich static panels + Textual TUI with nav, drill-in, key bindings. The wow day.

10h · peek . ✨
Day 4 — Polish P1 + Tests

--html export, --pack (ranked LLM pack), --find, optional LLM summary, tests & edge cases.

9h · --pack --html
Day 5 — Ship Package & Launch

PyPI publish, README + GIF, GitHub polish, launch posts drafted. Launch next morning.

8h · pip install peek 🚀
Why This Will Go Viral

Not a hope — a mechanism.

Every peek output is a shareable screenshot. Every repo is a new demo. That's a viral loop, not a moment.

🔁

Infinite Demos

Peek on django vs requests vs your side project — every map is unique and interesting. Users generate marketing.

🤖

AI Tailwind

"Context engineering" is the 2026 buzzword. Peek's ranking IS context selection — feeds Claude/Cursor the right files.

🏔️

Empty Pedestal

No beautiful local codebase map exists. Sourcegraph is heavy/enterprise; tree/grep are dumb. First polished tool owns the category.

💬

HN-Optimized

"Show HN: peek — htop for codebases (understand any repo in 5 seconds)" — Python + beautiful TUI + "I built this for myself" story = front page.

Launch

Distribution is a checklist.

500 stars in 24h → GitHub trending → flywheel. The first 48 hours are everything.

1

HN Show HN

08:00 UTC, Tue–Thu

200–800 ★
2

Twitter GIF

20-sec demo, pin it

50–200 ★
3

Reddit r/Python

10:00 UTC same day

100–300 ★
4

Trending

~500 ★ triggers algo

500–1500 ★
5

Newsletters

PyCoder's Weekly, TLDR

300–800 ★
6

Product Hunt

Day 2–3

100–300 ★

Conservative with HN front page held 4h: 1,500–3,000 stars week 1 · Without HN: 300–800 → trending in Python → 2k month 1

Documents

The full pack — 9 files, ~2k lines.

Everything you need to decide, build, and launch. Read 01 → 05 → 04 → 06 for the critical path (30 min).

01

Research Overview

Summary, methodology, document map

5 min · start here
02

Market Trends & Viral Mechanics

30+ tools, Python gaps, AI-era pain, distribution

12 min
03

Candidate Projects

15 ideas scored V×F×T×N, ranked, runners-up as features

10 min
04

Project Details — peek

Problem, solution, architecture, MVP, repo structure

15 min · before coding
05

Why This Will Go Viral

Standalone thesis — 7 reasons + math + objections

8 min · pitch memo
06

Five-Day Build Plan

Hour-by-hour, code sketches, EOD checks, scope cuts

12 min · day 1 morning
07

Competitive Landscape

Moat, positioning, comparison table

7 min
08

Launch Playbook

Hour-by-hour HN/Twitter/Reddit/PH checklist + templates

10 min · day 5

Ready to build peek tomorrow?

Open 04_project_details__peek.md + 06_five_day_build_plan.md Day 1 and start with scanner.py. The best launch day is Tuesday — if you finish Friday, wait until Tuesday 08:00 UTC.

📁 All files in D:\auto\lllll\ →