AI Agent & Automation Workflows

Orchestrate multiple coding agent farms via CLI (Claude, Codex, Copilot, Gemini, OpenCode, Goose) running in parallel on isolated git worktrees. Farm Leader plans, dispatches, monitors, intervenes, and merges results.

Adapt skills, agents, subagents, workflows, commands, rules, templates, or any generic prompt from one coding agent/IDE/context to another while preserving original intent, hooks, meaning, and strategy (Claude Code, Cursor, Copilot, Windsurf, OpenCode, or current project context). ADAPT is alias command.

Author, update, and validate prompts (skills, agents, subagents, workflows, commands, rules, templates, or just any generic prompt). Produces a final prompt with analytics artifacts (brief, contracts, and a validation pack). Use when creating, editing, refactoring, reviewing, validating, or migrating prompts for AI coding agents.

Rosetta planning, coding, and reviewing skill for IaC implementation (Terraform, Polumi, CloudFormation, ARM, Bicep, Crossplane, CDK, Helm, Kustomize, etc). MUST use when implementing features, fixing bugs, or making code changes to any IaC.

Rosetta CRITICAL MUST skill. MUST activate when action or its consequence is potentially dangerous, potentially irreversible, potentially destructive, or HIGH RISK. MUST activate when consequence MAYBE dangerous even if action itself seems safe. This is enterprise environment — the cost of dangerous activities is EXTREMELY HIGH, recovery may be impossible, and blast radius may affect production, shared environments, or other teams. If there is even a remote chance - load the skill.

Rosetta CRITICAL MUST skill. MUST activate when intent is unclear, you cannot follow original intent, you cannot easily or reliably solve the problem, something came as SURPRISE or UNEXPECTED, you cannot bet $100 on your solution, you detect unknowns or assumptions that critically affect the solution, you detect deviation NOT complying with original intent, you panic, or user asked to UNDO.

Use when you need to select or call a GitNexus MCP tool and want the right tool with the right parameters. Consult before any GitNexus tool call.

Rosetta CRITICAL MUST skill to load as Prep Step 3 Step 2 — immediately after orchestrator-contract, right before loading any workflow. Loads the session-wide approval-gate protocol governing when to stop and wait vs proceed. WITHOUT IT decisions proceed silently, violating enterprise policy. Activate it for ALL tasks always — planning, execution, validation, review — regardless of auto-mode, no approval policy, full access. THE ONLY exception: user DIRECTLY EXPLICITLY requests with EXACTLY fully autonomous or No HITL. Without explicit opt-out this skill is MANDATORY. Do not assume approval from a question or partial response. Contains human-in-the-loop collaboration, questioning, approvals, and user coordination requirements. Auto mode, full access, etc mean automatic approval of tool prompts!

Rules for authoring, registering, and testing hooks in Rosetta. Use when creating a new hook, adding a SemanticKind, troubleshooting a hook that doesn't fire, or reviewing a hooks PR.

Rosetta skill to classify workspace initialization mode, build existing file inventory, and generate…

Rosetta skill to produce TECHSTACK, CODEMAP, DEPENDENCIES from workspace analysis.

Rosetta skill to create CONTEXT.md, ARCHITECTURE.md, IMPLEMENTATION.md, ASSUMPTIONS.md, and AGENT MEMORY.md from workspace analysis.

Rosetta skill to extract recurring coding and architectural patterns from workspace code into reusable templates.

Rosetta skill to create local cached agent rules configured for IDE/OS/project context.

Rosetta skill to verify workspace initialization completeness and run catch-up for missed artifacts.

Rosetta skill to partition large workspaces or folders (100+ files recursively) into scoped subagent tasks when single-agent context is insufficient.

Detect active execution mode and load Rosetta bootstrap instructions accordingly.

Rosetta MUST skill to select, load, and activate the best-matching workflow for the current request, inject its phases into the execution plan, and restore state when resuming.

Use this skill to rewrite or generate text in a clear, natural, and honest human tone. Eliminates AI-sounding language, marketing hype, and robotic phrasing.

Rosetta skill for reliable execution: plan creation, tracking, and execution coordination via local JSON files.

Rosetta MUST skill. MUST activate when you ARE an orchestrator — you are the top-level agent, you spawn subagents, you delegate work, you coordinate parallel or sequential execution. Defines delegation quality, subagent dispatch, routing, review, and ownership protocol.

Rosetta skill for reliable execution: plan creation, tracking, and execution coordination via local JSON files.

Author, update, and validate functional and non-functional requirements as a source of truth using atomic requirement units with explicit user approval.

Consume approved requirements to drive planning, implementation, and validation with explicit traceability and mandatory HITL for ambiguity or tradeoffs.