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From the 2026-06-12 plugin review (resource-surface audit), two staleness items in skills/using-deriva-mcp/SKILL.md:
1. The resource-templates table header points readers at deriva-ml-mcp/src/deriva_ml_mcp/resources/ml.py ...
From the 2026-06-12 review, two naming inconsistencies a user guessing tool names hits:
1. deriva_ml_release is the only dataset tool without a noun -- a user guessing release_dataset fails. Rename to ...
From the 2026-06-12 comprehensive review: get_guide is the ONLY unprefixed tool in the plugin, contradicting CLAUDE.md s
zero unprefixed tools ... load-bearing naming invariant and creating a real collision ...
What
Capture the environment + reward design for the learned hangar-layout/tow backend, re-architected around a cold-joint,
reward-driven RL agent (no behavior-cloning teacher, no deterministic search ...
area:backend
enhancement
spike
Target artifact: the Flask app session configuration / GET / and error pages (http://localhost:8000)
Attack class: policy-bypass
Discovery method: white-box (source-assisted)
Property violated: P5: ...
valid
Target artifact: the POST /notes create endpoint of the running notes app (http://localhost:8000)
Attack class: sql-injection
Discovery method: white-box (source-assisted)
Property violated: P3: Input ...
valid
Target artifact: the POST /notes create endpoint and the rendered GET / and GET /notes/ id pages
(http://localhost:8000)
Attack class: xss
Discovery method: white-box (source-assisted)
Property violated: ...
valid
Target artifact: the POST /login endpoint of the running notes app (http://localhost:8000)
Attack class: sql-injection
Discovery method: white-box (source-assisted)
Property violated: P4: No injection ...
valid
Target artifact: the GET /notes/ id endpoint of the running notes app (http://localhost:8000)
Attack class: idor-authz
Discovery method: white-box (source-assisted)
Property violated: P1: Confidentiality ...
valid
Handle the Success and Error message in the Mark form as Favorite API.
bug

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