reliable-mutations
Skill7.6k starsChanged 5 months agoMITView on GitHub
How the agent must perform writes so they actually persist under the hosted foreground run budget and long-running background handoffs. Use whenever you create, update, delete, or batch-write app data — especially "do this for many items" loops, or any task where the user expects N things to end up saved.
We split this skill into the rules it gives an agent
6 rules. About 0 are common, 5 are distinctive, and 1 is very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈5
Distinctive · estimate
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 31
Prefer a single atomic call: If an action accepts the whole set (add many, set all, bulk update), pass the full batch in one call so it …
- Distinctive: line 48
On a time-budget cutoff, fail loud: If the turn is cut before the change is fully committed and verified, say so explicitly and report what …
- Very specific: line 55
Don't loop for each item: write(item) for a large set in a single hosted turn.
- Distinctive: line 57
Don't claim completion because every tool call returned ✓ — a ✓ on an aborted chunk does not mean the row was committed.
- Distinctive: line 59
Don't silently shrink the scope ("I added a few of them") and present it as the finished task.
- Distinctive: line 61
Don't try to "fix" this by asking for a longer run timeout — the budget is correct.
≈ “Common” is an estimate: at least 1 in 5 of the 308,232 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Reliable Mutations
Rule
Make a change in one atomic call when the action supports it, then verify the persisted end state and report concrete proof (counts/ids). Never drive a multi-step change by looping many small writes, and never report success from a tool ✓ alone.
Why
Hosted foreground agent runs have a short soft budget so they can hand off cleanly under synchronous serverless walls. Durable background runs get a much longer budget, but they still should not rely on loops of many small writes: continuations can retry the same intent and leave partial state if each item is committed separately. One atomic call commits or fails as a unit; verification turns a hopeful ✓ into a fact.
How
- Prefer a single atomic call. If an action accepts the whole set (add many, set all, bulk update), pass the full batch in one call so it commits atomically. Check the action surface for a batch/plural form before reaching for a loop.
- Do not loop many small writes under any run budget. A sequence of N
per-item writes can still leave partial or no state when a foreground run
hands off, a background run continues, or an upstream provider fails. If no
batch action exists, that is a gap in the action layer — add or extend an
action that accepts the batch (see the
actionsskill) rather than papering over it with a loop. - Verify the end state after writing. Re-read the data (a list/read action,
a count query) and confirm the result matches intent — the right number of
rows, the expected ids/fields. Do this before you tell the user it worked,
and include the relevant verification expectation in the app's
AGENTS.md. - Report proof-of-done, not vibes. State concrete evidence: "saved 12 of 12 panels (ids …)" or "updated 5 rows". Do not infer success from the presence of a tool ✓ on an individual call.
- On a time-budget cutoff, fail loud. If the turn is cut before the change is fully committed and verified, say so explicitly and report what did persist (M of N) and what remains. Never round a partial or unverified write up to "done".
Don't
- Don't loop
for each item: write(item)for a large set in a single hosted turn. - Don't claim completion because every tool call returned ✓ — a ✓ on an aborted chunk does not mean the row was committed.
- Don't silently shrink the scope ("I added a few of them") and present it as the finished task.
- Don't try to "fix" this by asking for a longer run timeout — the budget is correct; restructure the write instead.
Related
actions— define or extend a batch/atomic action when only per-item writes exist.storing-data— where app data lives and how reads/writes are scoped.performance— avoid query waterfalls when verifying end state.- Design doc:
packages/core/docs/design/durable-agent-runs.md— the real ceiling fix (checkpointed and durable runs); this skill is the agent-facing mitigation that reduces how often the ceiling is hit.
Trending
Steady: 0 new projects took it in the last 4 weeks, none the 4 weeks before.thin data
Who's talking about BuilderIO/agent-native
- @github-trending-js.bsky.social“📦 BuilderIO / agent-native ⭐ 4,978 (+89) 🗒 TypeScript A framework for building agentic apps”Bluesky · Sep 20, 2026 · 2 likes
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- @epicvibecoder.bsky.social“agent-native: a TypeScript framework from Builder.io for apps where AI agents are first-class users, not an …”Bluesky · Jun 20, 2026 · 2 likes
- @github-trending-js.bsky.social“🔥 Hot Repo! 🔥 (100+ new stars) 📦 BuilderIO / agent-native ⭐ 7,378 (+107) 🗒 TypeScript A framework for …”Bluesky · Oct 16, 2026 · 1 likes
- @dailygithubtrends.bsky.social“今日のGitHubトレンド BuilderIO/agent-native Agent-Nativeは、自律的に動作するエージェントと専用UIを組み合わせて開発するためのTypeScriptフレームワークです。…”Bluesky · Sep 23, 2026 · 1 likes
The biggest 5 of 61 mentions linking to the repository that our crawl found. Each line is their own headline.
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Talked about on GitHub and Bluesky (61 times).
On GitHub · 50
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- Oct 26, 2026agent-plugins.github.builderio.agent-native: 1fe5d77 → 8505239 — sudosubin/agents.nix0 reactions
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On Bluesky · 11
- Sep 20, 2026📦 BuilderIO / agent-native ⭐ 4,978 (+89) 🗒 TypeScript A framework for building agentic apps — @github-trending-js.bsky.social2 likes and reposts
- Jul 26, 2026📦 BuilderIO / agent-native ⭐ 4,011 (+96) 🗒 TypeScript A framework for building agent-native applications. — @github-trending-js.bsky.social2 likes and reposts
- Jun 20, 2026agent-native: a TypeScript framework from Builder.io for apps where AI agents are first-class users, not an afterthought. Design once,… — @epicvibecoder.bsky.social2 likes and reposts · 1 reply
- Oct 16, 2026🔥 Hot Repo! 🔥 (100+ new stars) 📦 BuilderIO / agent-native ⭐ 7,378 (+107) 🗒 TypeScript A framework for building agentic apps — @github-trending-js.bsky.social1 likes and repost
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In this repository103 other files it gives its agents.
- AGENTS.mdAGENTS.md
- a2a-protocolSkill
- actionsSkill
- adding-a-featureSkill
- adding-tests-and-ciSkill
- adding-workspace-appsSkill
- address-feedbackSkill
- address-feedback-with-repliesSkill
- agent-native-docsSkill
- agent-native-toolkitSkill
- agent-pageSkill
- audit-logSkill
- authenticationSkill
- automationsSkill
- babysit-prSkill
- browser-sessionsSkill
- bug-traceSkill
- build-an-appSkill
- capture-learningsSkill
- changelogSkill
- chat-first-workbenchSkill
- client-methodsSkill
- client-side-routingSkill
- community-prsSkill
- composable-mini-appsSkill
- concurrent-agentsSkill
- configurationSkill
- context-awarenessSkill
- context-xraySkill
- create-skillSkill
- customizing-agent-nativeSkill
- data-programsSkill
- debug-runsSkill
- decisionsSkill
- delegate-to-agentSkill
- delegating-workSkill
- design-editor-reproSkill
- extension-pointsSkill
- extensionsSkill
- external-agentsSkill
- feature-flagsSkill
- fix-at-the-boundarySkill
- fragility-commonSkill
- framework-storesSkill
- frontend-designSkill
- generative-uiSkill
- harness-agentsSkill
- identify-fragile-systemsSkill
- integration-webhooksSkill
- internationalizationSkill
- investigate-bugSkill
- jira-refactor-findingsSkill
- launchdarklySkill
- multi-frontier-desktopSkill
- mvp-followupSkill
- native-navigationSkill
- new-branchSkill
- observabilitySkill
- onboardingSkill
- performanceSkill
- The first 60 shown.
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