AI Agent Skills

Caffe codes for our papers "Multiple Instance Detection Network with Online Instance Classifier Refinement" and "PCL: Proposal Cluster Learning for Weakly Supervised Obj…

Auxiliary Classifier Generative Adversarial Networks in Keras

Use when the user wants to automatically harden a guardrail, classifier, content filter, prompt, or API they own by running attack and defense together as a closed loop,…

Use when the user wants to adversarially stress-test a guardrail, classifier, prompt, or API they own or are authorized to test, to surface the distinct ways it fails. G…

Diagnose whether an LLM classifier's validation-gate failure is GOLD-BOUND before spending on prompt revision or model changes. Use when: (1) a scoring pipeline over-pre…

Auto-mode classifier config: inspect what the classifier that now answers permission prompts is configured with, and catch the silent case where a custom autoMode block…

GPT-5.6 strict-classifier profile for Code Sentinel. Zero-boundary: slim prompts, auto-framing, dual-layer sandbox, refusal recovery, direct complete delivery. Use for C…

Build human adjudication / hand-labeling sheets from LLM-pipeline data without evidence truncation. Use when: (1) preparing a CSV/Excel sheet for a human to rule on case…

Before designing, training, or auditing ANY model that replicates human-annotated labels, audit the annotation protocol's INPUT — the exact document/evidence the human l…