brainstorming
brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or planning anything new, in software or out of it (a talk, a business, a renovation).
cohere-upgrade-migrationMigrate Cohere API v1 or older SDK usage to v2 with contract tests, model lifecycle checks, canarying, and rollback. Use when upgrading Cohere dependencies or endpoints. Trigger with "Cohere v1 to v2", "upgrade Cohere SDK", or "Cohere deprecation".
Independent GitHub snapshot · Automated classification · Original documentation governs
name: cohere-upgrade-migration description: >- Migrate Cohere API v1 or older SDK usage to v2 with contract tests, model lifecycle checks, canarying, and rollback. Use when upgrading Cohere dependencies or endpoints. Trigger with "Cohere v1 to v2", "upgrade Cohere SDK", or "Cohere deprecation". argument-hint: "[repository-path] [from-version] [to-version]" allowed-tools: Read, Glob, Grep, WebFetch, Write, Edit version: 1.6.0 author: Jeremy Longshore jeremy@intentsolutions.io license: MIT tags:
Inventory legacy behavior, move through the documented v2 contract, and prove semantic parity before removing rollback paths.
Use Read, Glob, and Grep to inspect code, configuration, and evidence. Use WebFetch only for current Cohere primary documentation. Use Write or Edit only when the user requested implementation and the exact target files are known; never write credentials or customer content.
messages instead of separate message, preamble, and managed conversation history fields.Use an environment-specific key injected from an approved secret manager. Never print, persist, commit, or place CO_API_KEY in an example. Confirm access with the least costly bounded operation appropriate to the task, and treat key creation, rotation, revocation, role changes, and production-capacity requests as owner-approved actions.
Do not expose or rotate keys, change Cohere Team roles, accept commercial terms, enable sensitive production data, increase spend or capacity, switch production models, send a support bundle, or execute model-proposed side effects without the accountable owner's approval. Keep diagnosis read-only unless implementation was requested.
Return the resolved API and model contract, files or settings inspected, evidence collected, validation result, remaining risk, owner, and rollback or next action. Redact keys, authorization headers, prompts, retrieved documents, embeddings, customer identifiers, and unrestricted environment output.
| Condition | Response |
|---|---|
| Missing v2 feature | Use an application-owned tool or retain a time-bound v1 path if still supported. |
| Embedding drift | Build a parallel index and cut over atomically. |
| Stream parser fails | Update from legacy text events to typed v2 events. |
| Quality regression | Stop the canary and preserve the old model path. |
Use this compact handoff shape to keep the selected scope, validation evidence, and operational result reviewable.
Input:
from=Client-v1; to=ClientV2; endpoints=chat,embed; canary=10%
Expected handoff:
contracts=pass; deprecated-calls=0; quality=within-threshold; rollback=ready