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Get Started Free →Zero-config goal-to-tasks engine. Takes any goal (software, pentest, business, learning), runs adaptive discovery, generates a validated spec, parses into TaskMaster tasks, creates an implementation plan, and executes with built-in CDD verification. Use when user says "PRD", "product requirements", "I want to build", or any goal-driven phrase.
.claude/skills/anombyte93-go/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-19 | ✗→✓ | ▲ Improved | 23% | 0% |
| case-15 | ✓→✗ | ▼ Worse | 3% | 0% |
| case-20 | ✓→✗ | ▼ Worse | -82% | 0% |
| case-21 | ✓→✗ | ▼ Worse | -63% | 0% |
| case-22 | ✓→✗ | ▼ Worse | -35% | 0% |
Pure routing. Reads pipeline state, dispatches to the correct phase skill.
Deferred MCP tools: in Claude Code the engine's MCP tools are often deferred — not callable until loaded. If a tool below is not directly callable, first run ToolSearch(query="select:mcp__plugin_prd_go__preflight") (keyword fallback ToolSearch(query="+atlas engine preflight", max_results=10)) and use whichever prefix matches (mcp__plugin_prd_go__ or mcp__atlas-engine__).
mcp__plugin_prd_go__preflight() — get environment statemcp__plugin_prd_go__current_phase() — get pipeline state/prd:setup/prd:discover/prd:generate/prd:handoff/prd:execute-taskThis skill does NOT hold procedure. Each phase skill owns its own logic. The orchestrator survives context loss because every phase skill reads current_phase() on entry.
These thoughts mean STOP, you're rationalising:
Other measured skills in the registry, with their headline benchmark lift.