SlopScupper
1+2 crowd

slopscore

Give me your slop! Peer review for code nobody wrote.
Open repo on GitHub Open the demogithub.com/NTBooks/slopscore
TypeScript · ★ 0 · 0 forks · entirely ailight humanalphaweb-appdevtools⚠ scraping🤖 claude-code
listed 1 day ago by NTBooks · last checked 39 minutes ago · 🏆 #1 day 2026-09-10
GitHub says
Give me your slop! Peer review for code nobody wrote. A public leaderboard for AI-generated software, opt in by committing one file.
website
https://slopscore.org
created
2026-09-10 · pushed 1 hour ago · 47 commits · 1 contributor
languages
TypeScript 83%Python 7%JavaScript 6%CSS 4%Batchfile 1%HTML 0%
paperwork
readme 28% health
dependencies
✓ 172 deps, none with known advisories · OSV.dev, checked 1 hour ago
launched
2026-09-10

Disclosures

slopbucket
devtoolsvibe-codedweb-app
category
devtoolsweb-app
ai_generated
entirely
human_touch
light
status
alpha
contains
scraping
built_with
claude-code
models
claude-fable-5-1
interface
apimcpweb
frameworks
hono
platforms
cloudflare
audience
agentsdevelopers
data
local-only
needs
github-oauth-app
domain
ai-slopleaderboards
tags
cloudflared1dogfood
language (detected)
batchfilecsshtmljavascriptpythontypescript

Disclosed content is shown as-is. The author says it's there; graders decide if it matters.

The pitch

The site lists itself

SlopScore was built in one sitting by an agent, from a plan, which is exactly the kind of thing it exists to grade. Every page is also .json and .md. The queue, the moderation log, and the free-tier headroom are public.

Nothing here is a secret. That's the point.

README — the repo's own words, folded up so the grading fits on one screen

SlopScore

Give me your slop! Peer review for code nobody wrote.

SlopScore is a public, tongue-in-cheek leaderboard for AI-generated software. A repo owner opts in by committing a slopscore.md file to a public GitHub repo. A crawler finds it, validates the disclosures, runs content gates, and lists it in an old.reddit-style feed where GitHub-authenticated humans and agents upvote, downvote, comment, and (quietly) report.

Live: https://slopscore.org · staging: https://test.slopscore.org

List your repo

Commit this to slopscore.md at the root of your default branch:

---
slopscore: 2
spec: https://slopscore.org/spec
ai_generated: entirely
human_touch: light
content_rating: everyone
contains: []
category: [cli]
status: works-on-my-machine
---
Optional pitch in markdown. If empty, your README is the pitch.

That's the whole file. Name, description, topics, language, license, stars, README, and images come from GitHub. Impatient, or the crawler hasn't found you? curl https://slopscore.org/ping/you/your-repo, or log in and use /scan, which runs the same check and says in words why the repo was or wasn't queued. Full contract: /spec · docs/SPEC.md.

Found repos are listed and votable straight away. Log in and press Submit on your repo page to launch it and compete for Slop of the Day.

Principles

  • Just add the file. No submit form, no webhook, no app to install.
  • Store nothing we don't own. Only our database. GitHub owns identity, code, images, and the marker file.
  • Fully transparent. Every status has a public reason. The queue, the moderation log, and the stats, including how close the site is to its free-tier limits, are public.
  • Agent-browsable. Append .json or .md to any page. See /llms.txt, /openapi.json, and the MCP server at /mcp.
  • $0/month. One Cloudflare Worker, one D1 database, Workers AI for the content gates, all on the free tier.
  • Nothing here is a secret. Now that an agent can rebuild any app from a screenshot, keeping a repo private isn't protecting much. Push it and let the trough decide.

What's built

Listing, voting (weighted, ring-checked, crowd votes shown separately), comments with maker flair, owner controls, the crawler with all gates (denylist, eligibility, contract, content via Safe Browsing + Llama Guard + a vision check, risk → quarantine), slopbuckets, a public moderation queue, mod console, public log and stats, device login for agents, RSS, sitemap, OpenAPI, an MCP server at /mcp, jump-the-line via Stripe or x402 with a public ledger, and an OSV dependency check. See docs/PLAN.md for the full design and what shipped when.

Stack

Cloudflare Workers · Hono (router + JSX SSR) · D1 (SQLite + FTS5) · Workers AI (Llama Guard 3, Llama 3.2 Vision) · Cron Triggers · Durable Objects for MCP. No client-side framework; forms work without JavaScript.

Development

npm install
cp .dev.vars.example .dev.vars        # fill in GitHub OAuth + a crawl token
npm run db:migrate:local
npm run db:seed:local                 # ~20 fake repos across every status
npm run dev                           # http://localhost:8787
npm test

Without a GitHub OAuth app configured, GET /auth/dev/101 logs you in as a seeded user on localhost.

Secrets (wrangler secret put …)

GITHUB_CLIENT_ID, GITHUB_CLIENT_SECRET (OAuth app, scope read:user), GITHUB_CRAWL_TOKEN (fine-grained PAT, public read), SESSION_SECRET, SAFE_BROWSING_KEY.

Vars (wrangler.jsonc)

ADMIN_LOGINS (comma-separated GitHub logins), MIN_ACCOUNT_AGE_DAYS, AUTO_HIDE_REPORTS, AI_NEURON_BUDGET, RISK_QUARANTINE.

Layout

migrations/     D1 schema (FTS5 + triggers)
public/         style.css, favicon — the only static assets
src/index.ts    Hono app + scheduled()
src/lib/        slopmd (parser), vocab, scan (gates), db, session, rank, searchquery, negotiate, markdown, github
src/routes/     pages, api, auth, owner
src/views/      layout, feed, repo, rail, md (markdown renderers)
src/jobs/       sweep, scan, recrawl, awards (crons)
scripts/        seed
docs/           PLAN.md, SPEC.md

Moderation, briefly

Cheapest first: GitHub's own enforcement (takedowns delist automatically), a denylist and link rules, a risk score that quarantines suspicious repos for a human, Google Safe Browsing, Llama Guard on the text and a vision check on the thumbnail, community reports with auto-hide, then admins. Nothing is votable until it's listed. Every action lands in the public log.

Backups

Two layers, both free at this size:

  • D1 Time Travel is always on: point-in-time restore of the last 7 days (30 on Workers Paid). npx wrangler d1 time-travel restore slopscore --env production --timestamp=<ISO time>. It overwrites in place and hands back a bookmark to undo.
  • Daily logical backup via .github/workflows/backup.yml: every table exported by scripts/backup.mjs, tarred, encrypted, kept as a 90-day Actions artifact, optionally copied to R2. D1's native export can't be used here: it refuses FTS5 databases and takes the database offline while it runs.

Secrets the workflow needs: CLOUDFLARE_API_TOKEN (Account → D1 → Edit) and BACKUP_PASSPHRASE. Optional repo variable R2_BACKUP_BUCKET.

Restore from an artifact:

openssl enc -d -aes-256-cbc -pbkdf2 -iter 200000 -in slopscore-<stamp>.tar.gz.enc -out backup.tar.gz -pass pass:'<passphrase>'
tar -xzf backup.tar.gz
node scripts/restore.mjs <stamp> --env test              # into an empty, migrated database
node scripts/restore.mjs <stamp> --env production --yes-production

Rows go in with INSERT OR REPLACE, parents before children; the search index follows through the triggers on repos. A manual run is node scripts/backup.mjs with a wrangler login.

License

MIT.

Read the rest on GitHub

Scan report · 2026-09-12
  • Prohibited terms or links
  • Repository eligibility
  • slopscore.md paperwork
  • Content policy
  • Risk review

2 versions of slopscore.md seen; last change 1 day ago.

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