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lightseekorg/tokenspeed

https://github.com/lightseekorg/tokenspeed · scanned 2026-05-16 22:31 UTC (18 hours, 53 minutes ago) · 10 languages

746 findings (51 legacy + 695 scanner) 58th percentile · Python · large (100-500K LoC) Scanner says 70 (higher by 3)

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 18 hours, 53 minutes ago · v1 · 746 findings from 2 sources. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

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Last 1 scan of this repo. Each new scan persists a full payload — historical comparison is exact, not lossy.

v1
May 16 22:31
v#IDStatusScoreGapsNodesCommitStarted
v scan_0e8c62aec4fb ok 69.6 695 6761 9953d1b May 16 22:31
{# ── 2026-05-17 Round 14: AI-agent bridge footer ────────────────────── Discoverability: the /agents/voting/ guide + MCP manifest exist but aren't linked from anywhere users actually land. Small, opt-in footer. #}
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
For AI agents + API integrations
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