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5fba236644
Six days after #23937 (608 fixes) the codebase had accumulated 241 new PLR6201 violations. Same mechanical `x in (...)` → `x in {...}` fix, same zero-risk profile: set lookup is O(1) vs O(n) for tuple and the two are semantically equivalent for hashable scalar membership tests. All 241 instances fixed via `ruff check --select PLR6201 --fix --unsafe-fixes`, zero remaining. Every changed value is a hashable scalar (str/int/None/enum/signal); no risk of unhashable runtime errors. No behavior change. Test plan: - 119 files changed, +244/-244 (net zero) — exactly one-line edits - `ruff check` clean afterward - Compile checks pass on the largest touched files (cli.py, run_agent.py, gateway/run.py, gateway/platforms/discord.py, model_tools.py) - Subset broad test run on tests/gateway/ tests/hermes_cli/ tests/agent/ tests/tools/: 18187 passed, 59 pre-existing failures (verified against origin/main with the same shape — identical failure count, identical category — all xdist test-order flakes unrelated to this change) Follows the same template as PR #23937 ([tracker: #23972](https://github.com/NousResearch/hermes-agent/issues/23972)).
Supermemory Memory Provider
Semantic long-term memory with profile recall, semantic search, explicit memory tools, and session-end conversation ingest.
Requirements
pip install supermemory- Supermemory API key from supermemory.ai
Setup
hermes memory setup # select "supermemory"
Or manually:
hermes config set memory.provider supermemory
echo 'SUPERMEMORY_API_KEY=***' >> ~/.hermes/.env
Config
Config file: $HERMES_HOME/supermemory.json
| Key | Default | Description |
|---|---|---|
container_tag |
hermes |
Container tag used for search and writes. Supports {identity} template for profile-scoped tags (e.g. hermes-{identity} → hermes-coder). |
auto_recall |
true |
Inject relevant memory context before turns |
auto_capture |
true |
Store cleaned user-assistant turns after each response |
max_recall_results |
10 |
Max recalled items to format into context |
profile_frequency |
50 |
Include profile facts on first turn and every N turns |
capture_mode |
all |
Skip tiny or trivial turns by default |
search_mode |
hybrid |
Search mode: hybrid (profile + memories), memories (memories only), documents (documents only) |
entity_context |
built-in default | Extraction guidance passed to Supermemory |
api_timeout |
5.0 |
Timeout for SDK and ingest requests |
Environment Variables
| Variable | Description |
|---|---|
SUPERMEMORY_API_KEY |
API key (required) |
SUPERMEMORY_CONTAINER_TAG |
Override container tag (takes priority over config file) |
Tools
| Tool | Description |
|---|---|
supermemory_store |
Store an explicit memory |
supermemory_search |
Search memories by semantic similarity |
supermemory_forget |
Forget a memory by ID or best-match query |
supermemory_profile |
Retrieve persistent profile and recent context |
Behavior
When enabled, Hermes can:
- prefetch relevant memory context before each turn
- store cleaned conversation turns after each completed response
- ingest the full session on session end for richer graph updates
- expose explicit tools for search, store, forget, and profile access
Profile-Scoped Containers
Use {identity} in the container_tag to scope memories per Hermes profile:
{
"container_tag": "hermes-{identity}"
}
For a profile named coder, this resolves to hermes-coder. The default profile resolves to hermes-default. Without {identity}, all profiles share the same container.
Multi-Container Mode
For advanced setups (e.g. OpenClaw-style multi-workspace), you can enable custom container tags so the agent can read/write across multiple named containers:
{
"container_tag": "hermes",
"enable_custom_container_tags": true,
"custom_containers": ["project-alpha", "project-beta", "shared-knowledge"],
"custom_container_instructions": "Use project-alpha for coding tasks, project-beta for research, and shared-knowledge for team-wide facts."
}
When enabled:
supermemory_search,supermemory_store,supermemory_forget, andsupermemory_profileaccept an optionalcontainer_tagparameter- The tag must be in the whitelist: primary container +
custom_containers - Automatic operations (turn sync, prefetch, memory write mirroring, session ingest) always use the primary container only
- Custom container instructions are injected into the system prompt