Kho AI Templates · 1.877 component

Loops

Vòng lặp làm–kiểm–sửa cho tới khi đạt

Quy trình tự lặp: đặt tiêu chí máy kiểm được, chạy, đo, sửa, lặp lại — kèm chốt chặn để dừng khi không còn tiến triển thay vì quay vòng vô ích.

Tổng cộng: 18
Danh mục: 3
Có mô tả: 100%
Cờ CLI: --loop

18 component

Adversarial Review Loop
Has a second, independent model review every change before merge so two different reviewers must agree — code only lands when both clear the bar.
Kỹ thuật phần mềm
Anti Spin Build Loop
Builds toward a machine-checkable contract with explicit anti-spin guardrails — stops on no progress, repeated approaches, flip-flopping, or a spend budget.
Kỹ thuật phần mềm
Build Test Fix Loop
Builds the next item on the plan, then runs tests, typecheck and lint, feeding every failure back as the next instruction until the build is green.
Kỹ thuật phần mềm
Builder Reviewer Loop
Passes code between a builder and an independent reviewer subagent until the review has no blocking findings and tests pass.
Kỹ thuật phần mềm
Completion Contract Loop
Writes a contract of what "done" means and what evidence proves each requirement before any work starts, then refuses to claim success without that evidence.
Kỹ thuật phần mềm
Docs Sweep Loop
Keeps documentation aligned with the current codebase and opens a reviewable pull request on every pass.
Kỹ thuật phần mềm
Five Minute Maintainer Loop
Every few minutes while you work, makes one small verified repository improvement — a flaky test, a stale comment, a missing type — one change, one commit.
Kỹ thuật phần mềm
Goal Refiner Loop
Rewrites a vague request into a precise goal — exact end state, how to verify it, what not to touch, and the stop condition — then executes against it.
Kỹ thuật phần mềm
Perf Budget Loop
Profiles and optimizes the app pass after pass until it consistently meets a defined performance budget.
Kỹ thuật phần mềm
Production Error Sweep Loop
Triages production errors, finds the root cause, ships a verified fix, and repeats until the error budget is clean.
Kỹ thuật phần mềm
Repo Cleanup Loop
Recovers valuable unmerged work and prunes stale branches and PRs until the repository is tidy.
Kỹ thuật phần mềm
Test Coverage Loop
Adds meaningful tests pass after pass until the suite reaches a target coverage threshold and stays green.
Kỹ thuật phần mềm
Ticket To PR Loop
Converts open bug reports and issues into verified, reviewer-ready pull requests, one ticket per pass.
Kỹ thuật phần mềm
Devils Advocate Loop
Adversarially challenges a design or decision until every serious objection is resolved or explicitly accepted.
Đánh giá & đo lường
Human Approval Loop
Runs the task, then pauses and sends you approve / revise / skip before anything ships — human review as a first-class queue where the stop condition is your approval.
Đánh giá & đo lường
Quality Streak Loop
Runs realistic scenarios and fixes failures until the suite passes N times in a row with no regressions.
Đánh giá & đo lường
Nightly Changelog Loop
Updates the changelog every night with user-relevant changes and notifies the team when it ships.
Vận hành
Overnight PR Routine Loop
A nightly routine that watches your open PRs, auto-fixes build failures, answers review comments in a fresh worktree, and rebases stale branches while you sleep.
Vận hành

Adversarial Review Loop

Anti Spin Build Loop

Build Test Fix Loop

Builder Reviewer Loop

Completion Contract Loop

Docs Sweep Loop

Five Minute Maintainer Loop

Goal Refiner Loop

Perf Budget Loop

Production Error Sweep Loop

Repo Cleanup Loop

Test Coverage Loop

Ticket To PR Loop

Devils Advocate Loop

Human Approval Loop

Quality Streak Loop

Nightly Changelog Loop

Overnight PR Routine Loop