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