Setup

$ npx @strata/skills add manifold
› /manifold install
✓ Scanned 23 repos · found 61 call sites in 13 services
✓ Anthropic SDK ×31 · OpenAI SDK ×22 · Gemini SDK ×8
✓ Opened 12 PRs (1 import line + STRATA_KEY each)
! legacy-chat pins openai==0.28, needs a manual upgrade first

- import Anthropic from "@anthropic-ai/sdk";
+ import Anthropic from "@strata/shim/anthropic";

- from openai import OpenAI
+ from strata.shim.openai import OpenAI

- from google import genai
+ from strata.shim import genai

• Prompt template and variables (hashed by default)
• Response, tool calls and tool results
• Tokens, cost, latency, retries and errors
• Service, endpoint and git SHA of the caller
• User feedback signals your app already emits

• Same client API: no call sites change
• Fails open: if Strata is unreachable, calls go straight to the original provider
• Your provider keys stay in your environment
• Observe-only until you approve a route
• Removable with the same one-line revert