
Solo+AI builder: source-first knowledge systems and local-first agent architectures that begin with bounded, reviewable agency and grow toward self-agency.
Most Used Tags
Thin overlay for clarifying document authority and review processes in atm10 repositories.
Classify actions to determine if they should proceed, require approval, or be refused based on authority levels.
Safely manage infrastructure changes with explicit risk framing and verification.
Audit existing tests for invariant coverage and identify critical gaps.
Test broad system behaviors through invariant-oriented properties instead of fixed examples.
Clarify the distinction between reusable core logic and surrounding orchestration or infrastructure details.
Thin overlay for managing bounded infrastructure changes with explicit local authority and risk notes.
A diagnostic overlay for creating runtime-owned session artifacts from evidence and reviewed references.
Triage repeated reviewed quest evidence for promotion decisions without confusion.
Thin overlay for adapting the aoa-change-protocol to atm10 repositories with local paths and commands.
Reusable Codex-facing skills for coding agents and humans, packaged into workflows.
Harvest reusable donor units from reviewed sessions into structured packets for efficient routing.
Transform reviewed session evidence into clear next-route forks with associated gains, costs, and risks.
Clarify authoritative documentation in repositories to reduce confusion and improve navigation.
Transform sensitive technical material into a public-safe format while keeping raw data distinct.
Design or extend contract-oriented validation at module, service, or workflow boundaries.
Transform a diagnosis packet into a precise repair packet with explicit checkpoints and rollback markers.
Capture and document architectural or workflow decisions for future reference.
Run a preview-first workflow that requires explicit confirmation before executing any state-changing actions.
Create intentional local commits with explicit scope review and validation carry-forward.
Launch a local multi-service stack with explicit review and control over the startup process.
Clarify system and domain boundaries to maintain semantic integrity and clear interfaces.
Bridge local checkpoint evidence into a reviewed closeout execution chain without finalizing provisional notes.
Classify issues from reviewed sessions into a structured diagnosis packet without making any changes.
Refactor code to clarify ports and adapters, reducing coupling with infrastructure details.
Launch a bounded child route from an anchored parent route while preserving governance and execution integrity.
Lift reviewed session evidence into a multi-axis progression delta with actionable insights.
Identify and classify automation opportunities within repeated project processes.
Structured workflow for managing non-trivial changes in code and documentation.
Transform raw technical material into a public-safe format for sharing within abyss repositories.
Implement a bounded feature slice using test-first discipline for clear behavior verification.