Skip to main content
Glama

Work left behind

left_behind
Read-onlyIdempotent

Answers "what did I or another session start and leave?". For a repository it lists three things. Left behind: open work held by a session that has ended, one row per open pull request (else per issue), most recently active first: the issue or pull request with its title and link, the session that held it, how long it has been quiet, and its status (recent, stale, or done when the issue was closed elsewhere), with the pull request's checks and merge state. Housekeeping: how many claims are still held for merged or closed pull requests, how many sessions have ended, and the running sessions that never registered. Active work by how long it has been quiet: the issues in progress, quietest first, marking those quiet for longer than the team's stall threshold. Use it when your human asks what was left unfinished, or before you pick work, to finish or hand on what is already started. Before taking over an item, check it with board and claim it as usual. Left behind needs the dashboard to read agent leases: where agents report through claim comments, the answer says it is not available. Read-only, and it never fails: if a part cannot be read it says why.

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "left_behind"
  }
}

Input Schema

NameRequiredDescriptionDefault
repoNoowner/name. Optional when the token covers one repository.
limitNoHow many rows of each list (default 20).

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4/5.0
Behavior5/5

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

Beyond the annotations' readOnly/idempotent profile, it discloses a real dependency (needs the dashboard to read agent leases) and the degraded response when agents report via claim comments only ('it says it is not available'). It also states 'never fails: if a part cannot be read it says why,' which tells the agent it can call this without error handling — genuinely useful behavior no annotation conveys.

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

Conciseness3/5

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

The opening question is well front-loaded, but the body is a single sprawling construction enumerating three lists with nested clauses, which slows parsing for an agent skimming many tools. The information mostly earns its place, but it would benefit from the three list types being separated rather than run together.

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?

With no output schema, the description carries the return-shape burden and does so well: it names the per-row fields, the status vocabulary (recent, stale, done), check/merge state, and the housekeeping counts. What remains thin is how this view relates to the sibling 'what needs attention' tools, so an agent choosing among them still has to guess.

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 repo's owner/name format and limit's default and bounds documented in the schema itself. The description adds only that results are scoped 'for a repository' and that lists are 'most recently active first' / 'quietest first,' which is ordering rather than parameter semantics. Baseline 3 applies.

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

Purpose4/5

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

The description names a concrete resource and output shape: three lists (left-behind items, housekeeping counts, active work sorted by quiet time), each with specific fields like title, link, holding session, and status labels. It is clearly not a generic listing tool. It does not, however, distinguish itself from plausible siblings such as almost_done, needs_you, or live_sessions, which also sound like 'what's outstanding' views.

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

Usage Guidelines4/5

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

It gives explicit triggers: 'when your human asks what was left unfinished, or before you pick work, to finish or hand on what is already started,' plus a follow-up rule to check the item with board and claim it as usual. What is missing is any negative routing — no statement of when to prefer almost_done, needs_you, or who_holds instead.

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

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources