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Hi @multica-ai, an automated scan of this repository surfaced **52 code-quality findings** that may be worth a look. 
Full details, severity filters, and per-file context are at the link below — feel free to close this issue if it isn't useful to you.

## Full interactive report

**https://repobility.com/scan/a3a23df1-c446-4e56-a160-ed8bb6252f50/**

![Live scan page](https://repobility.com/scan/a3a23df1-c446-4e56-a160-ed8bb6252f50/report.png?v=1778986220)

## At a glance

- **Score**: `52/100`  •  **Grade**: `C`
- **Scanned**: `2026-05-17 02:50 UTC`
- **Lines of code**: 254,135
- **Total findings**: 52
- **Security-tagged**: 19
- **Credential / secret patterns**: 5

## Top issues, with file & line

_These are deterministic rule-based findings — the file paths and line numbers below are real and can be verified in your tree._

1. **[critical]** [SEC022] Database URL With Embedded Credential: A database connection URL contains an embedded username and password. These URLs are often copied into defaults, docs, and scripts, then leak working credentials. — `scripts/init-worktree-env.sh:31`
   _Remove the embedded password, require the URL from a secret store or environment variable, and rotate the database credential._
2. **[critical]** [SEC022] Database URL With Embedded Credential: A database connection URL contains an embedded username and password. These URLs are often copied into defaults, docs, and scripts, then leak working credentials. — `scripts/screenshot-pr-cards.mjs:14`
   _Remove the embedded password, require the URL from a secret store or environment variable, and rotate the database credential._
3. **[critical]** [SEC022] Database URL With Embedded Credential: A database connection URL contains an embedded username and password. These URLs are often copied into defaults, docs, and scripts, then leak working credentials. — `server/cmd/backfill_task_usage_daily/main.go:49`
   _Remove the embedded password, require the URL from a secret store or environment variable, and rotate the database credential._
4. **[critical]** Compose service contains a literal secret environment value — `docker-compose.yml:3`
   _Literal secrets in Compose files are committed to source and exposed through container inspection._
5. **[critical]** [SEC001] Hardcoded Password: Hardcoded password found in source code. — `scripts/ensure-postgres.sh:19`
   _Use environment variables or a secrets manager._

See all 52 findings, with severity filters and AI fix prompts: **https://repobility.com/scan/a3a23df1-c446-4e56-a160-ed8bb6252f50/**

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**What is this?** [Repobility](https://repobility.com) is a research project that scans public repositories with a multi-layer static analyzer (rule-based, no AI hallucinations) and learns code-quality patterns across a broad cross-repo corpus. This is **not a sales pitch** — there's no paywall, no signup required to view the report, and no payment ask. If the findings aren't useful, please close this issue and we won't post again.

**To re-run after fixes land:** paste your repo URL at [repobility.com](https://repobility.com) — fresh scan, free.

_Issue filed via the public Repobility report at https://repobility.com/scan/a3a23df1-c446-4e56-a160-ed8bb6252f50/._