production-pass
Skill0 starsChanged 18 days agoMITView on GitHub
Check whether this change is safe to run in production — timeouts, retries and idempotency, visibility, rollback, and compatibility. Use when the change adds I/O, jobs, queues, webhooks, flags, or public contracts, or when ready-to-merge dispatches it.
1 other project uses a version of this.
Adopted by
Most recently taken up by
- rpraharaj/ai-engineertheir own version, first seen Nov 1, 2026
Other versions1 project uses a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 1
- rpraharaj/ai-engineer★ 1same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository66 other files it gives its agents.
- AGENTS.mdAGENTS.md
- a11y-passSkill
- assess-changeSkill
- build-regression-packSkill
- charter-exploratorySkill
- classify-dataSkill
- commitSkill
- cut-releaseSkill
- data-changeSkill
- debugSkill
- design-experimentSkill
- diff-environmentsSkill
- draft-steercoSkill
- engineering-barSkill
- explain-codeSkill
- explore-codebaseSkill
- fix-ciSkill
- handoffSkill
- implement-changeSkill
- incident-triageSkill
- lean-reviewSkill
- map-dependenciesSkill
- map-design-handoffSkill
- map-processSkill
- open-prSkill
- performanceSkill
- plan-data-migrationSkill
- plan-incrementSkill
- plan-rollbackSkill
- plan-uatSkill
- prioritize-backlogSkill
- ready-to-mergeSkill
- record-decisionSkill
- refactor-safelySkill
- revert-changeSkill
- review-architectureSkill
- review-changeSkill
- review-pipelineSkill
- security-passSkill
- shape-workSkill
- ship-notesSkill
- spec-analyticsSkill
- spec-observabilitySkill
- start-projectSkill
- synthesize-discoverySkill
- triage-blockersSkill
- triage-defectSkill
- update-raidSkill
- verify-uiSkill
- write-api-examplesSkill
- write-architectureSkill
- write-designSkill
- write-dev-tasksSkill
- write-docsSkill
- write-integration-contractSkill
- write-nfrSkill
- write-opportunitySkill
- write-prdSkill
- write-requirementsSkill
- write-runbookSkill
- The first 60 shown.
The file
We split this skill into the rules it gives an agent
2 rules. About 0 are common, 0 are distinctive, and 2 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈0
Distinctive · estimate
This author's own choices. Worth a look.
2
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 39
Check: timeouts; retries/idempotency.
- Very specific: line 40
Write references/production-template.md.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 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
Production pass
Operability of this delta. Do not redesign the platform.
Is this the right skill?
| Signal | Do this instead |
| Schema expand/contract | data-change |
| Spoken rollback for a release | plan-rollback |
| Observability for a new failure mode | spec-observability |
Required inputs
- The current diff
AGENTS.md
Human decisions (do not invent)
- Accepting a breaking public contract
Procedure
- Note new/changed outbound I/O, inbound async, public contracts, half-applied state.
- Check: timeouts; retries/idempotency; backpressure/bounds; visibility; one rollback sentence; compatibility (additive pass; rename/remove in the same step fail — name
data-change, do not start it from here). - Write references/production-template.md. Fails need
file:line.
Output
- Path: reply
- Template:
references/production-template.md
Quality bar
- Rollback is one spoken sentence or fail
- Expand+contract in one step is a fail
- No invented migration
Done
Pass | fail. Fixes: implement-change.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
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