recommend_improvements

shallow

io.github.Bahamas1717/aibvf-mcp · Verify this server

Turn a Fix or Stop verdict into the change plan that could earn a re-score, with pillar targets, named plays, owners, stop conditions, cost of waiting and a deadline. CALL THIS after score_initiative returns Fix or Stop, using the same five context fields and any scores or work-architecture evidence from that call. Do not use it to produce the initial verdict, sequence several initiatives or diagnose measured process waste; use score_initiative, sequence_portfolio or diagnose_process for those jobs. Do not call it for Accelerate unless a specific delivery risk needs testing before commitment. resistance_type selects the will or skill route, risk_type selects the regulatory, reputational or operational route, and omitted diagnostics remain provisional with the next question returned. Lead with binding_constraint, surface honest_stop when present, and use rescore_gate to decide whether this remains Fix or becomes Stop. Pure deterministic calculation, no network, auth or side effects.

100.0/100

1 trials · measured 2 days ago

recommend_improvements scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.Bahamas1717/aibvf-mcp, measured 31 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
open
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-08-31100.0shallowv0.2.0

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.

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Vouch score: recommend_improvements
[![Vouch score](https://vouch.tools/api/tools/c51e3a2a-9ae2-4859-80c2-54349284f5af/badge.svg)](https://vouch.tools/tools/c51e3a2a-9ae2-4859-80c2-54349284f5af)
recommend_improvements — Vouch