vivswan

by Vivswan Shah

House standards for maintainable code, applied while writing and folded into reviews.

by Vivswan Shah

Create skills and memories to a quality bar, and repair them at their source when they fail.

by Vivswan Shah

Write and edit prose that avoids the documented signs of AI writing from Wikipedia's field guide.

by Vivswan Shah

Never fix the same failure class twice. Climb every correction to the most durable response reachable: architecture and data structures first, then CI checks, then rules.

by Vivswan Shah

Refactor invariants out of runtime checks and into the type system: parse at boundaries, then make invalid internal states impossible to construct.

by Vivswan Shah

Run a session as an orchestrator: parallel worktree subagents, gated landings (direct or PR-based), fleet monitoring.

by Vivswan Shah

PR bodies and issues that show the change instead of describing it, draft state that tracks convergence, same-cycle review-comment triage, and a human hand on the merge by default.

by Vivswan Shah

Cross-model code review using a second agent, tool, or read-only CLI fallback.

by Vivswan Shah

Replace with a short description of the skill.

by Vivswan Shah

Controls before a zero or absent reading, an alarming finding, a success claim, or stillness becomes a conclusion: evidence-bearing probes, positive and negative controls, second derivations, postconditions over logs, and a re-measure at the moment of sending.

by Vivswan Shah

Installable, plugin-ready skills that give coding agents disciplined workflows, from code standards and review gates to multi-agent orchestration

by Vivswan Shah

Background CI watcher after every push or merge, reporting pass/fail with failing-job logs.

by Vivswan Shah

Safety rules for git worktrees: verified removal, explicit handovers, one branch per worktree, shared-config hazards, and per-file ownership for parallel actors.