Stabilize failing, flaky, slow, or repeatedly rerun Happier CI and nightlies by collecting all reachable failures from one exact attempt, correcting canonical causes in one batch, simplifying low-value coverage, and choosing the cheapest safe rerun or…
Resolve Happier's private release authority and run an exact-SHA release or nightly through cheap admission, verified CI evidence, resumable immutable candidates, and terminal publication proof. Use for preparing, dispatching, recovering, or assessing a…
Repo-specific TDD and test-validation workflow for Happier changes, with lane selection, fixture policy, and anti-flake guardrails.
Run target-owned manual deep release certification from an explicit Happier checkout without dispatching a release.
Adversarial self-review of your own conclusion, fix, or root-cause verdict before handoff — alternative causes, neighboring cases, blast radius, environment gap, hypothesis lock, subtraction, and a scan for fake-competence patterns. Use as a compact author…
Decompose a hard or multi-part task into independently checkable pieces with explicit verification gates and risk-weighted ordering. Use when planning corridor-sized work, writing lane briefs for subagents or Codex, or whenever a task is too large to verify…
Output contract for substantive deliverables — outcome first, evidence-pointed reasoning, observed/derived/assumed labels, residual risk last, failures never buried, and an optional evidence-backed retrospective for explicit requests or major program…
Reconnoiter, classify, validate, group, and commit a large or continuously changing Happier worktree as coherent, human-understandable commits while preserving concurrent work and excluding temporary, generated, QA, evidence, build, and other unwanted…