token-pilot

session_snapshot

Record key session details—goal, decisions, blockers, next steps—into a token-efficient snapshot to prevent context loss during long sessions or compaction.

Instructions

Capture current session state as a compact markdown block (<200 tokens). Call before compaction, when switching direction, or periodically in long sessions. Model provides the facts, tool formats them.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "goal": "<goal>"
    },
    "name": "session_snapshot"
  }
}

Input Schema

Name	Required	Description
`goal`	Yes	Session goal — what and why
`decisions`	No	Key decisions made and why (e.g., "removed sysfee step — caused double counting"). Prevents revisiting rejected approaches.
`confirmed`	No	Established facts (what has been verified)
`files`	No	Relevant file paths
`blocked`	No	Current blocker or obstacle
`next`	No	Next step to take

Schema Changelog

Changes observed during successful MCP inspections.

First observedv0.47.0Jun 24, 2026

TDQS

A4.5/5.0

Behavior4/5

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

With no annotations, description carries full burden. It discloses output as a compact markdown block and clarifies the tool's role as a formatter. However, it doesn't specify whether the snapshot is stored or ephemeral, a minor gap.

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?

Two sentences, both essential: first defines purpose and constraints, second gives usage guidance and role. No wasted words.

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

Completeness5/5

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

Despite 6 parameters, no output schema, and no annotations, the description covers purpose, format, usage timing, and model-tool division. It is self-contained and sufficient for a formatting tool with clear parameters.

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 all 6 parameters described. The description adds minimal meaning beyond the schema, only implicitly referencing parameters via 'goal, decisions, confirmed, files, blocked, next' in the usage context. Baseline for high coverage is 3.

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?

Description clearly states verb 'Capture', resource 'session state', and specific format 'compact markdown block (<200 tokens)'. It distinguishes from sibling tools like session_analytics and session_budget by focusing on state capture rather than analysis or budgeting.

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?

Provides explicit when-to-use instructions: 'Call before compaction, when switching direction, or periodically in long sessions.' Also explains the model-tool division: 'Model provides the facts, tool formats them.' This gives clear context for appropriate use.

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