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mcp_engram_summarize

Rehydrate context at session start by retrieving a project-state digest: pinned memories first, then top-N highest-confidence working memories.

Instructions

Return a project-state digest: all pinned memories first, then the top N by CRS score. WHEN TO USE: At the start of a new session when you need to rehydrate context fast. Single call replaces multiple recall queries. Returns pinned blocks (CRS=1.0) first because those are the load-bearing axioms of the project, followed by the highest-confidence working memories. Ideal as a /wake_up replacement.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
top_nNoHow many non-pinned memories to include, sorted by CRS (default: 10)
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations provided, so description carries full burden. Explains return structure (pinned first, CRS=1.0) and rationale. Lacks mention of idempotency or potential cost, but sufficient for a read-only summary tool.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Single paragraph, front-loaded with action, then usage guidance, then significance. Every sentence adds value without redundancy.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

No output schema, but description sufficiently details output contents. Could mention any prerequisites like session start, but for a simple aggregation tool it is complete enough.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% with one parameter already described well. Description adds context about 'non-pinned' and 'sorted by CRS' but schema already specifies sorting. Baseline 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Explicitly states it returns a project-state digest of pinned memories first then top N by CRS score. Clearly distinguishes from siblings like recall_recent or query_with_momentum by being a summary/digest.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

States when to use: 'At the start of a new session when you need to rehydrate context fast.' Also notes it replaces multiple recall queries and is ideal as a /wake_up replacement, providing clear usage context.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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