Yash030's picture
feat: add Python plugin system, multi-agent connect CLI, and MCP tool expansions
26a284a
# remember worked examples
## 1. Saving a decision
User: "Remember that we decided to drop Redis and use the iii-engine state store for session caching."
Invocation:
```json
memory_save {
"content": "We decided to drop Redis and use the iii-engine state store for session caching to remove a moving part.",
"concepts": "session-caching, iii-state-store, dropped-redis",
"files": ""
}
```
Response:
```json
{ "id": "7f3a9c21", "concepts": ["session-caching", "iii-state-store", "dropped-redis"], "saved": true }
```
Present:
> Saved. Tagged it `session-caching`, `iii-state-store`, `dropped-redis`, so a
> later recall on caching or Redis will surface this decision.
## 2. Saving a code-specific gotcha
User: "Save this: the rate limiter in middleware/limit.ts counts per-IP, not per-user, so logged-in users on shared IPs collide."
Invocation:
```json
memory_save {
"content": "The rate limiter in middleware/limit.ts counts per-IP, not per-user, so logged-in users on shared IPs collide.",
"concepts": "rate-limiter, per-ip-bug, shared-ip-collision",
"files": "src/middleware/limit.ts"
}
```
Response:
```json
{ "id": "b21d004e", "concepts": ["rate-limiter", "per-ip-bug", "shared-ip-collision"], "saved": true }
```
Present:
> Saved memory `b21d004e` referencing `src/middleware/limit.ts`. Concepts:
> `rate-limiter`, `per-ip-bug`, `shared-ip-collision`.
## 3. Vague request, no files
User: "Remember this for later."
Ask once for the substance, then save:
```json
memory_save {
"content": "Staging deploys must run the migration job before the app rollout, never after.",
"concepts": "staging-deploy, migration-ordering, rollout-sequence",
"files": ""
}
```
Present the confirmation with the concepts echoed back.