Redacted excerpt; full evidence withheld.

$ cd <guest-path> && pwd && ls -la && id -u && python3 --version && cat README.md 2>/dev/null | head -c 6000
exit: 0
labeled synthesis |
| Backend choice | Provider and routing are usually managed by the client | Exa or Tavily search, with a disclosed Firecrawl fallback |
| Difficult pages | One client-specific access path | Indexed content, guarded local browser rendering, Tavily Extract, and Firecrawl tiers |
| Retrieval intent | Usually search or page text | Full body, concise summary, or query-grounded page answer |
| Research discovery | General web index | Dedicated paper and developer-source tools in addition to web search |
| Freshness and filters | Whatever the client exposes | Date windows, hour-level recency, domains, categories, result limits, and forced freshness |
| Auditability | Client-specific | Fetch tier/cache/truncation disclosures; Tavily and Firecrawl search-fallback labels; explicit filter notices where supported |
| Operations | Client-defined; often hosted or opaque | Local stdio or self-hosted loopback HTTP, optional private UDS cache |
| Security policy | Client-specific | Initial URL validation plus guarded browser requests and redirects |

[excerpt truncated]