algorithm_compare
shallowio.github.pipeworx-io/algorithm-finder · Verify this server
Compare candidate algorithms against the facts of YOUR instance and get a verdict. Pass method names (e.g. ["dijkstra","bellman-ford"]) or a problem description, plus constraints such as {"negative_weights": true, "query": "single_source"}, {"stable": true, "key_type": "integer_small_range"}, {"exact": false, "dimensions": "high"}, {"false_positives_ok": true, "dynamic": "fully_dynamic"}. Each candidate gets satisfied / violated / unknown per constraint, read from a curated table cited to textbooks, papers and library docs; unknown means the table records nothing and is never guessed. Returns the winner (or "conditional" with the unknowns named, or "none_compatible"), each candidate's bounds and when-not advice, and the decisive questions you have not answered that would change the choice.
1 trials · measured today
algorithm_compare scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.pipeworx-io/algorithm-finder, measured 20 Oct 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
- Credential class
- self-provisionable
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-20 | 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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