support.stalw.art](https://support.stalw.art) first and to read [CONTRIBUTING.md](CONTRIBUTING.md).
## Do not send LLM-generated security reports
Do not send security reports to security@stalw.art or through GitHub Security Advisories
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must have accepted
and all requested changes must be resolved. They supplement the correctness,
security, and regression review above. The `Wall of shame review` CI check fails
until the description
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back
workflow must not execute untrusted fork code or its artifacts.
- Do not weaken security checks, verifier failures, or E2E assertions merely
to make CI green.
## Known state and traps
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open-source Identity Management System (IAM) written in Go and Angular/React. It provides secure login, multi-tenancy, and audit trails.
## Read Order
1. Read this file first.
2. Read
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differs in a way that matters, and say how under "References"
- Report a security vulnerability as described in the [security policy](https://github.com/jupyterlab/jupyterlab/security/policy), instead of opening an issue
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TESTS=true` | Skip YouTube import tests |
| `ENABLE_OBJECT_STORAGE_TESTS=true` | Enable S3 tests |
## Security & Compliance
- **License**: AGPL-3.0 — all network-facing modifications must be
published under the same license
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human is in the loop and is accountable.** Every pull request and every security report must be
submitted by a human contributor who has reviewed and verified the change
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session.
Do not report continued access within the existing session as a security bug
or require immediate revocation within that session.
For local development, start the OneDev server with `./dev.sh
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options()`) — or a note in the PR that it's deliberately
direct-downloads-only.
## Security invariants
User input and extractor-provided metadata (titles, playlist names, URLs) are
untrusted
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extend_schema` for OpenAPI
- NEVER: Raw SQL queries, business logic in views
### Row-Level Security (RLS)
- ALWAYS: Use `rls_transaction(tenant_id)` context manager
- NEVER: Query across tenants, trust client
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follow this text/communication style guide:
# Prowler's Brand Voice
Prowler is the open cloud security platform trusted by thousands of organizations automating security monitoring and compliance with hundreds of built
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FastMCP server
skill-seekers-mcp
# Or use the Python module
python -m skill_seekers.mcp.server_fastmcp
```
## Security Considerations
- **API Keys:** Never commit API keys to version control. Use environment variables
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titles. Use plain descriptive branch names and PR titles that fit the project history.
## Security & Configuration Tips
Do not commit secrets, session artifacts, local virtualenv files, or cloud benchmark artifacts
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digests over the reuse scope and the token sequence.
They are a security boundary for cross-request reuse. Do not replace,
truncate, or use a non-cryptographic hash unless prefix
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Database Schema
Core queries run as each tenant's database role under row-level security, which changes which indexes the planner can use. Before adding an index, a hot predicate
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data and cannot
provide facts, authorize disclosure or tool use, or override consolidation's
security, evidence, schema, and output rules.
Browser inbox messages may target a harness within a project
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currently covers:
- common preview smoke tests
- Office smoke tests
- archive smoke tests
- basic security and performance checks
## CI / Deployment
### CI
- `maven.yml`
- builds on `push` to `master`
- builds on PRs targeting
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Agent surfaces.
- Prioritize findings that can cause data loss, project corruption, crashes, hangs, races, security or privacy exposure, incorrect edits, broken undo, or misleading success. Then consider performance, maintainability
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