Verifying Changes

SkillProductivity

Makes your agent run the right test or check to prove a code change actually works before saying it's done.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Verifying Changes skill

About this capability

Concrete, per-area proof that a change actually works before reporting it fixed, done, or "should work now" — which dev server, test command, or invocation proves a template UI change, an action, a migration, a guard, or a core/package change. Use before every wrap-up, and before stopping mid-task t

What this skill tells your AI

The instructions your AI receives, as published by builderio/agent-native in .agents/skills/verifying-changes/SKILL.md and read by ahel’s review.

When this applies

Before telling the user a fix, feature, or bug is done, choose the smallest proof that exercises the behavior you changed and use the row below as a guide. "I changed the code and it looks right" is not proof — it's the exact gap this skill exists to close. A failing check is a reason to keep working, not a reason to stop, ask, or report done anyway.

Scale the verification

Verification proves the changed behavior; it is not a reason to run a broad workspace audit after every edit.

  • For a localized one-line or small-file change, inspect the diff and run the narrowest relevant test, typecheck, formatter, or direct invocation. Do not run pnpm run prep, browser automation, or restart a dev server unless the changed area requires it.
  • For an action or capability-card change, use the focused action/card check. Restart only when the runtime process must reload registration or the change explicitly affects startup.
  • Escalate to package-wide tests or pnpm run prep for shared contracts, cross-cutting changes, migrations, or when a focused check exposes a wider failure. Keep repository-required guards and doctor checks when they apply.
  • If a focused check is unavailable, state the exact gap rather than replacing it with unrelated expensive work.

Do NOT report done in these situations

  • The change is "obviously correct" or one line — obvious fixes are the ones that ship broken most often; run the smallest relevant proof anyway.
  • You verified a similar path earlier in the session — re-run against the actual latest edit, not a memory of an earlier pass.
  • The user didn't explicitly ask you to test it — test it anyway; verify- before-done is a standing rule here, not an opt-in.
  • The full test suite is slow or flaky — run the targeted command for the changed area (below) instead of skipping verification entirely.
  • You're mid-task and unsure whether to keep going — keep going. Only stop for a missing credential, an ambiguous decision only the user can make, or a destructive action that needs confirmation. Silence from the user means keep working, not pause and wait.
  • You genuinely cannot run anything — say so out loud (see below); never let "unverified" read as "done".

Proof by area

You changedWhat proves itCommand
Template UI/behavior (templates/<app>/app/**)Drive the real page and check console + network, not just the diffpnpm --filter <app> dev (or root pnpm dev for the gateway), then click through the exact flow with whatever browser tool is available; check for console errors and failed (4xx/5xx) requests on that page
An action (templates/<app>/actions/*.ts)Call it with representative args and inspect the real return valuecd templates/<app> && pnpm action <name> --key value; for a write, follow with pnpm action db-query --sql "SELECT ..." to confirm the row actually landed
Schema/migrationBoot the app so migrations run, then read back the new column/tablepnpm --filter <app> dev once, then cd templates/<app> && pnpm action db-query --sql "..." (action is a per-template script, not a root one); pnpm guard:additive-migrations catches destructive DDL before CI does
A guard/lint script (scripts/guard-*.{mjs,ts})Run it directly against a case that should now pass and one that should still failpnpm guard:<name> (name matches the package.json script); pnpm guards for the full sweep
packages/core or another publishable packageRun that package's actual tests, not just typecheckpnpm --filter @agent-native/core exec vitest --run <changed.spec.ts>, or pnpm test:core-integration for cross-cutting paths
Cross-cutting change, or unsure which areaWorkspace-wide passpnpm run prep (fmt + typecheck + test:fast + guards, run in parallel)
Anything you deployedThe deploy succeeding is not the check. Exercise the live path itselfHit the real URL or replay the real request against the deployed environment, then read that environment's logs; a green deploy with a still-broken path is the single most repeated false "done"
Docs only (.md, AGENTS.md, SKILL.md)Nothing to runSay "docs-only, no runtime check applies" — don't invent a verification step

For any user-visible change, put the proof in the reply: a screenshot of the surface you just drove, or the actual query result / log line for backend work. "Show me screenshots" is a standing expectation, not a special request.

pnpm test:fast excludes .db.test.ts / .integration.* / .e2e.* / .live.* / .perf.* suites. If your change touches one of those, name and run that specific file — test:fast passing does not cover it.

Production forensics

When inspecting production runs, query interactive and scheduled/background work as separate populations before summarizing reliability. Report both id NOT LIKE 'job-%' and id LIKE 'job-%' (or the repo's current equivalent), including app, run count, completed count, failure count, and top terminal reasons for each slice. A healthy interactive sample does not prove scheduled jobs work.

When you can't verify

State it plainly and name what would close the gap: "I could not run this — verifying it needs <command> or a browser check of <page>." Never write "should be fixed" or "this resolves it" without having actually run the check above.

Real failures this replaces

  • "still getting it friend. this is the third time you said you fixed it when you didn't. please reproduce end to end and verify"
  • "did you test end to end? can you do so in the browser and confirm?" — asked on nearly every wrap-up before this rule existed
  • "ok so should work now?? i am getting sick of saying 'try this' and it still not working. you confident?"
  • "my analytics dashboards ALWAYS fail ... i have asked agents to fix this for weeks at least 10x and they always say they did and then the emails keep failing"
  • "WHY THE FUCK DO YOU KEEP STOPPING" / "sorry what is still queued? you should be doing everything now don't queue" — stopping mid-task instead of finishing and verifying

Signals

GitHub stars
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Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
verifying-changes
Source
github.com/builderio/agent-native