if [[ ! -d ".octo" ]]; then echo "📁 Initializing .octo/ project state..." "${CLAUDE_PLUGIN_ROOT}/scripts/octo-state.sh" init_project fi

Safely rollback to a previous checkpoint while preserving lessons learned.

**Multi-tentacled orchestrator for Claude Code** - using Double Diamond methodology for comprehensive problem exploration, consensus building, and validated delivery.

Convert knowledge work outputs from markdown to professional office documents (DOCX, PPTX, XLSX).

System architecture and API design with multi-AI consensus

OWASP compliance, vulnerability scanning, and penetration testing

Expert multi-AI code review with quality and security analysis

Auto-detect work context (Dev vs Knowledge) for workflow tailoring

GitHub Copilot CLI as optional zero-cost provider via copilot -p programmatic mode. Use when: AUTOMATICALLY ACTIVATE when user says:. "copilot provider" or "add copilot" or "github copilot" or "use copilot"

Project remaining workflow cost from per-phase averages — warns on budget ceiling overruns. Use when: AUTOMATICALLY ACTIVATE when user asks about workflow costs:. "cost projection", "estimate remaining cost". "budget forecast", "how much will this cost"

Trace codepaths in diffs, map against tests, auto-generate missing coverage. Use when: AUTOMATICALLY ACTIVATE when user requests coverage analysis:. "check test coverage" or "coverage audit". "what's not tested" or "find untested code"

Persist design documents with branch tracking, revision chains, and cross-session discovery. Use when: AUTOMATICALLY ACTIVATE when user says:. "save design" or "save this design". "design document" or "create a design doc"