Acu Brainstorming workspace. Transforms raw ideas into industry-standard blueprints through structured Devil's Advocate challenge rounds. Every concept is stress-tested for feasibility and grounded in real standards before handoff to Production. Use when developing ideas, designing systems, or architecting solutions.
Pipeline health scanner. Checks all pipelines under pipelines/ for structural compliance against the current template set. Reports missing components, outdated versions, and pattern violations. Read-only — never modifies files.
Hierarchical gate evaluator. Runs structural checks via advance.sh, then LLM-based quality evaluation across three tiers: stage, pipeline, and system (run by the Orchestrator). Implements the Evaluator-Optimizer loop with configurable retries. Supports automatic evalchain or manual --tier selection. Logs all decisions…
Acu Learning workspace. Builds technical mastery through the Theory-Implementation-Synthesis pipeline. Adaptive friction based on proficiency (Novice to Mastered). Produces bilingual revision guides grounded in real standards. Use when learning a subject, studying for certifications, or building hands-on lab…
Acu Pipeline Generator. Takes a domain description and generates a complete, self-contained pipeline under pipelines/. Collects domain inputs (stages, tools, standards, constraints, boundaries), fills structural templates, scaffolds the directory tree, and registers the pipeline in the pipelines index. Use when…
Single-pane framework observation. Aggregates all data streams — pulse metrics, audit logs, status files, review log, roadmap status, template health — into one structured report. Read-only — never modifies files (except the observe audit trail).
Parallel stage executor. Orchestrates multi-worker execution within a single stage: spawns workers (via Agent tool) for split-by-subtask, competing, or competing-teams strategies. Handles merge (synthesize) and selection (eval). Writes deliverables and audit trail. Use when a stage has paralleleligible: true and…
Pipeline health metrics. Reads audit logs and status files across all pipelines to compute autonomy rate, gate pass rates, cycle times, and pattern alerts. Read-only — never modifies files.
Acu Research workspace. Gathers, evaluates, and synthesizes competitive and domain intelligence into structured findings reports. Source-first, citation-required methodology. Output feeds Brainstorming or Production. Use when investigating tools, trends, competitors, standards, or any question requiring multi-source…
Acu Work Unit Creator. Creates a new work unit (component, post, engagement, etc.) inside an existing pipeline. Reads the pipeline's templates and .acu-meta.yaml to understand what fields to ask about, auto-generates the next ID, asks the user guided questions, and creates the unit directory with populated intake.yaml…
Pipeline update tool. Brings existing pipelines up to the current template standard by applying structural patches from CHANGELOG.md. Never touches domain-specific content. Confirms before applying any change.
Strategic workspace router for the Acu pipeline. Routes requests to the correct Acu workspace (Research, Brainstorming, Learning, Production) based on intent. Use when work involves ideation, research, learning, or staged creative-to-production pipelines. Invoke directly or let /do route here via keywords.