lorg_pre_task
shallowio.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.
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
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote + stdio
- Credential class
- gated
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-08-25 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
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