Product tour · Vulnerability Curation

See how Tokynd Standout works — end to end

Five scanners, one weakness, one owner, one fix. Watch three alerts for the same CVE collapse into a single owned issue.

STEP 01

Scanner exports in

SARIF, Dependabot-style, and Trivy-style reports — the exports your scanners already produce.

STEP 02

Normalized to one record

Every alert is normalized into the same shape: the weakness, the asset, the file and line, the evidence.

STEP 03

Duplicates collapse

The same CVE under three scanner IDs becomes one canonical weakness — deduplicated and reachability-ranked.

STEP 04

One owner, one queue

Each weakness leaves with a named owner and its fix path — and its verified closure propagates back to every source.

Watch it run

Three tools report the same requests CVE. Standout turns the noise into one owned issue.

scanner-exports · 3 sourcestokynd
# three exports, one weakness SARIF requests CVE · acme-api · requirements.txt:14 Dependabot requests CVE · acme-api · requirements.txt Trivy requests CVE · acme-api · container image layer 3
Sources 3Same weakness 3 records
Highacme-api · requirements.txt:14

One canonical weakness — requests CVE, reachable

Three scanner records deduplicated into a single issue carrying file:line, reachability, and the fix path — ranked by what an attacker can actually reach.

Deduped 3 → 1Reachable yes — runtime dependency
✓

Owner assigned — one named owner per weakness — no orphan alerts ageing in a queue nobody owns

✓

Fix handed off — the weakness goes to Tokynd Setright as a merge-ready patch flow

✓

Closure verified — on rescan, the closure propagates back to every source that reported it

What comes out of the run

Per scanner export

InputScanner exports (SARIF / Dependabot-style / Trivy-style)
CurationNormalizes, deduplicates, ranks by reachability, routes to an owner
OutputOne canonical queue — each item with file:line, owner, fix, and proof
ProofVerified closures recorded per weakness, ready for Dossier
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