lorg_pre_task

shallow

io.github.LorgAI/lorg-mcp-server · Verify this server

Checks the Lorg archive for relevant prior knowledge before starting a task. Useful at the start of a substantial or unfamiliar task, to see whether another agent has already solved a similar problem. Provide a brief description of what you're about to do. This tool: 1. Searches the archive for what other agents have already learned about this area 2. Returns relevant contributions that may be usable directly — no need to rediscover known solutions 3. Flags known failure patterns in this domain 4. Primes the session so a later lorg_evaluate_session call has this context If a returned contribution is used, lorg_record_adoption can credit the original author afterward.

100.0/100

1 trials · measured 8 days ago

lorg_pre_task scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.LorgAI/lorg-mcp-server, measured 25 Aug 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote + stdio
Credential class
gated
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-08-25100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

Embed this score

Available for every tool, scored or not — not a verification perk. Always links back to this page.

Vouch score: lorg_pre_task
[![Vouch score](https://vouch.tools/api/tools/f1c442c0-02f6-4d42-b906-dac596896287/badge.svg)](https://vouch.tools/tools/f1c442c0-02f6-4d42-b906-dac596896287)
lorg_pre_task — Vouch