Run CCQ cognitive consolidation pipeline. Extracts patterns from cold/archive memories by clustering related facts, generating gist summaries, and compressing source embeddings. Like sleep-time memory consolidation. Args: profile_id: Profile to process (default: active profile).
AI agents invoke consolidate_cognitive to trigger actions in Qualixar/superlocalmemory. What it does depends on the arguments the agent supplies, and its effects often reach beyond the immediate call — builds kicked off, notifications sent, workflows started.
This tool executes a defined pipeline (cognitive consolidation) with side effects that modify memory state (clustering, compression, summarization) but not irreversibly. The effects are deterministic and depend on the profile_id argument.
From the tool's definition Tool description states 'Run CCQ cognitive consolidation pipeline' and specifies it 'Extracts patterns', 'generating gist summaries, and compressing source embeddings' on memory records.
Documented attack patterns abuse exactly the kind of access consolidate_cognitive gives an agent:
PolicyLayer is an MCP gateway — it sits between your AI agents and Qualixar/superlocalmemory, and nothing reaches the server without passing your rules. This is the rule we recommend for consolidate_cognitive:
{
"version": "1",
"default": "deny",
"tools": {
"consolidate_cognitive": {
"limits": [
{
"counter": "consolidate_cognitive_rate",
"window": "minute",
"max": 10,
"scope": "grant"
}
]
}
}
}consolidate_cognitive stays usable, but rate-capped — a runaway agent can't fire it dozens of times a minute. Everything else on the server is denied unless you say otherwise.
Free to start. No card required.
Run CCQ cognitive consolidation pipeline. Extracts patterns from cold/archive memories by clustering related facts, generating gist summaries, and compressing source embeddings. Like sleep-time memory consolidation. Args: profile_id: Profile to process (default: active profile). It is categorised as a Execute tool in the Qualixar/superlocalmemory MCP Server, which means it can trigger actions or run processes. Use rate limits and argument validation.
Register the Qualixar/superlocalmemory MCP server in PolicyLayer and add a rule for consolidate_cognitive: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches Qualixar/superlocalmemory. Nothing to install.
consolidate_cognitive is a Execute tool with high risk. Execute tools should be rate-limited and have argument validation enabled.
Yes. Add a rate_limit block to the consolidate_cognitive rule in your PolicyLayer policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.
Set action: deny in the PolicyLayer policy for consolidate_cognitive. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.
consolidate_cognitive is provided by the Qualixar/superlocalmemory MCP server (qualixar/superlocalmemory). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Deterministic rules across all 59 Qualixar/superlocalmemory tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.
Free to start. No card required.
59 Qualixar/superlocalmemory tools catalogued and risk-classified — across an index of 42,500+ MCP servers.