assay_survivors
shallowcom.alphaassay/mcp · Verify this server
Use this when you ran a grid or parameter sweep and want to know WHICH variants survive family-wise error control (FWER) rather than surfacing by chance -- an error-budget disclosure, not buy/sell advice. WHICH variants of your sweep survive family-wise error control -- an error-budget disclosure, never a ranking. Send the same T x N trial matrix assay_pbo grades (rows = time-ordered periods, columns = every configuration you tried) and get Romano-Wolf stepwise multiple testing over it: studentized per-config statistics, circular block bootstrap over the time rows (serial dependence respected), stepdown max-statistic critical values (Romano/Wolf 2005, Econometrica; Hansen SPA 2005). Answer, per variant IN INPUT ORDER: could this family's evidence kill it at family-wise error rate alpha, and in which stepdown round? Survival- map framing by construction: the verdict vocabulary is fail (nothing survives: NO_SURVIVORS_AT_FWER), conditional (survivors disclosed -- explicitly NOT a pass) or insufficient_evidence (blocked with a named reason); this tool structurally cannot bless, rank or recommend. Natural partner of assay_pbo -- one matrix, two questions: is the SELECTION overfit (pbo), and which variants does the error budget leave standing (survivors). The bootstrap is seeded from the input digest; fail-closed on size, budget and numerics; no ledger write. NOT financial advice. Price: per check; see https://api.alphaassay.com/v1/meta/pricing (api_key required -- account setup at https://api.alphaassay.com/account).
1 trials · measured 8 days ago
assay_survivors scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.alphaassay/mcp, 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
- Credential class
- self-provisionable
- 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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