AI Engineering

AV EDR Evasion covers payload compilation and runtime bypass methods when antivirus or endpoint protection blocks execution. Use it to build alternate DLL, EXE, script, AMSI, or ETW-based payloads for an authorized engagement.

Credential Dumping extracts secrets from Active Directory and related stores such as DCSync, NTDS.dit, SAM, LAPS, gMSA, ADSync, DSRM, and EFS-encrypted files. Use it during authorized penetration tests when you need hashes, passwords, or directory recovery credentials.

Kerberos Delegation Exploitation guides exploitation of Kerberos delegation misconfigurations in Active Directory for privilege escalation and lateral movement. It covers unconstrained delegation, constrained delegation, and RBCD workflows using Kerberos authentication.

Nopus Configure adjusts nopus rewrite settings for complexity sensitivity, evidence, extra-simple rewrites, and hiding rejected originals in Pi. Use it to change how responses are rewritten and displayed.

Red Run Legacy orchestrates a penetration test by routing reconnaissance and technique work to the right skills and agents under operator approval. Use it manually for legacy subagent-based workflows; it does not auto-trigger.

SCCM Exploitation enumerates Microsoft SCCM/MECM infrastructure and extracts credentials for lateral movement and escalation. Use it when you have authorized access to assess NAA secrets, relays, PXE boot flows, and SCCM deployments.

15Five manages people, organizations, and performance data in 15Five. Use it when you need to list, get, create, or update 15Five records through Membrane CLI.

Agents Md Optimize audits a CLAUDE.md or AGENTS.md file, scores common instruction patterns, and applies approved fixes in place. Use it when you want to improve an agent instruction file, not just review it.

API Design covers REST, GraphQL, and gRPC best practices for defining contracts, versioning, pagination, errors, and idempotency. Use it when designing public or internal APIs and their schemas.

Architecture Foundation turns architecture discussions into explicit boundaries, contracts, validation gates, and a small execution plan. Use it when designing or refactoring system structure, choosing module or service boundaries, or writing a spec before coding.

Architecture Research helps analyze real systems from source, docs, and runtime evidence before choosing a technical direction. Use it for architecture studies, system archaeology, build-vs-buy decisions, and reassessing earlier choices.

Ask OpenCLI sends prompts to Grok or Gemini through the user's logged-in Chrome session. Use it when you want a second opinion without API costs, or when a workflow needs browser-based access to those models.