Cursor rule Cursor
Shared update-first AI operating rules for this repo.
Cursor rule Cursor
Shared update-first AI operating rules for this repo.
Instructions file GitHub Copilot
Instructions for hariharapanigrahy/layerkit, a project described as: Evidence-first AI agent workbench for vendor API integrate & contract heal — real production edits, multi-lang surfaces, live PRs (not a runtime SDK).
Instructions file CodexOpenCode
Instructions for hariharapanigrahy/layerkit, covering agent instructions, layerkit and layerkit.
Instructions file
Instructions for hariharapanigrahy/layerkit: Evidence-first (OpenAPI, docs, curl, code); residual human only; no LLM on track().
Skill Claude CodeCodex
Analyze existing client package patterns from source evidence; write style notes before source edits.
Skill Claude CodeCodex
Draft vendormap proposal with sources from research evidence; never invent without evidence.
Skill Claude CodeCodex
Author or update client-side transform/helper code from vendor docs with mandatory citations.
Skill Claude CodeCodex
Install Layerkit into the current repo; seed project store + memory; run doctor.
Skill Claude CodeCodex
Read-only checker assistant — risk checklist only; never approve, apply, or write checks[].
Skill Claude CodeCodex
Deletion-first change discipline for Layerkit work. Use before adding code, files, exports, docs, tests, or abstractions; during heal/integration updates; and whenever Codex should prefer modifying or deleting existing code over additive implementation.
Skill Claude CodeCodex
Decide the simplest client-owned integration shape from code and vendor evidence; prefer updating existing mappers/adapters.
Skill Claude CodeCodex
Choose linear map vs flow (route/foreach/if), multi-step, batch; write design decision to memory.
Skill Claude CodeCodex
Read customer code for domain events/fields; deny secrets; emit domainspec proposal with source:code.
Skill Claude CodeCodex
Fix failed integration verification from logs, tests, and docs evidence; edit real package files, no invention.
Skill Claude CodeCodex
Inventory package languages/surfaces for multi-lang heals; session file used by Layerkit to enforce all languages updated before PR.
Skill Claude CodeCodex
Coordinate specialist agents for integrate or contract heal; brownfield production code.
Skill Claude CodeCodex
Master skill — same pipeline for first integrate and contract heal (agent status/next/mark-done).
Skill Claude CodeCodex
Review and update client-owned privacy, consent, hashing, redaction, and egress checks before vendor integration changes ship.
Skill Claude CodeCodex
Evidence-first vendor research and contract updates (docs/OpenAPI → structured contract → drift vs map); residual human only.
Skill Claude CodeCodex
Write a runbook to memory so the next agent can resume the integration loop safely.
Skill Claude CodeCodex
Integrate vendors by editing the production datalayer directly; style-match; run the client package verification command.