dag-operations
DAG Operations
Deterministic DAG infrastructure operations for workflow execution.
Overview
This skill wraps the hil-dag CLI from the humaninloop_brain package, providing the DAG Assembler and State Analyst agents with deterministic graph operations: assembly (with auto-bootstrap), validation, sorting, status updates, analysis recording, and pass freezing.
Available Operations
| Operation | Script | Purpose |
|---|---|---|
assemble |
dag-assemble.sh |
Add a catalog node with edge inference (auto-creates StrategyGraph if missing) |
validate |
dag-validate.sh |
Run structural validation |
sort |
dag-sort.sh |
Topological execution order |
status |
dag-status.sh |
Update node status |
record |
dag-record.sh |
Record analysis results (status + evidence + trace) |
freeze |
dag-freeze.sh |
Freeze a completed pass (with triggered_by edges and next pass creation) |
catalog-validate |
dag-catalog-validate.sh |
Validate a node catalog |
More from deepeshbodh/human-in-loop
analysis-screenshot
This skill MUST be invoked when the user says "analyze screenshot", "extract design tokens", "pull colors from screenshot", "component inventory", "break down this UI", or "design extraction". SHOULD also invoke when user mentions "screenshot", "color palette", "typography", "spacing", or "component catalog".
14patterns-technical-decisions
This skill MUST be invoked when the user says "evaluate alternatives", "make technology choice", "document decision", "technology choice", "trade-offs", "decision record", "rationale", or "why we chose". SHOULD also invoke when user mentions "alternatives" or "NEEDS CLARIFICATION".
6strategy-core
Universal workflow patterns (validation, gap classification, pass evolution, halt escalation) consumed by the State Analyst to inform Supervisor briefings.
6using-git-worktrees
This skill MUST be invoked when the user says "create worktree", "isolated workspace", "parallel branch work", "git worktree", "feature isolation", or "branch workspace". SHOULD also invoke when starting feature work that needs isolation from current workspace.
6patterns-interface-design
This skill MUST be invoked when the user says "interface design", "UI design", "component design", "visual design", "styling", "dark mode", "spacing", "typography hierarchy", or "surface elevation". SHOULD also invoke when user mentions "frontend aesthetics" or "UI components".
6analysis-codebase
This skill MUST be invoked when the user says "analyze codebase", "scan project", "detect tech stack", "codebase analysis", "collision risk", or "brownfield". SHOULD also invoke when user mentions "existing code" or "project context".
6