work-decomposition
Decompose goals into MEOWs (Molecular Expressions of Work) - trackable atomic units following Gas Town's bead-based work model.
Decompose goals into MEOWs (Molecular Expressions of Work) - trackable atomic units following Gas Town's bead-based work model.
Automated intercompany transaction identification and elimination skill for consolidated reporting
Automated freight bill validation skill with discrepancy detection and payment processing automation
Assess and track ADKAR change readiness across stakeholder groups with intervention recommendations
Design KPI dashboards and tracking mechanisms for performance measurement and reporting
Process meeting recordings and transcripts into decisions, action items, and team dynamics
Track beads as git-backed issues with persistent attribution, supporting Gas Town's bead lifecycle and convoy progress monitoring.
Context window monitoring and budget management. Keeps orchestrator at 15-30% context usage while subagents get full 200k tokens. Provides warnings at thresholds, context-aware summarization triggers, and wave-level budget planning.
Roadmap parsing, analysis, and mutation operations for ROADMAP.md. Handles phase and milestone lifecycle including add, insert (decimal), remove, complete, and requirements coverage analysis.
Template loading, variable filling, and scaffolding for all GSD artifacts. Manages 22+ templates covering every document type in the GSD system, from PROJECT.md to milestone archives.
Final completion discipline including summary generation, plan document updates, and confirmation that all success criteria from the original plan are satisfied.
Disciplined execution of approved plans with step-by-step verification, phase checkpoints, failure investigation, and mandatory code/security reviews.
Hierarchical coordination and drift detection with frequent checkpoints, shared memory coherence validation, role specialization enforcement, and short task cycles.
Convert technical plans into actionable development tasks with dependency graphs, effort estimates, and parallelization opportunities.
Specialized skill for analyzing and scoring requirements quality against BABOK and IEEE 29148 standards
Bug condition/postcondition formalization as testable Behavior Contracts. Defines invariants that must be preserved across fixes.
Use when about to claim work is complete, fixed, or passing, before committing or creating PRs. Evidence before assertions.