optimize_401k_match
shallowai.senaro/personal-finance · Verify this server
Calculation, not advice. Verify with a professional before acting. Deterministic 401(k) employer-match optimizer. Given your annual salary, pay frequency, current contribution percent, and your employer's match formula (as a named preset or a custom tier list), computes: the annual match you are capturing today; the maximum you could capture (full match entitlement); the match forfeited at your current rate; the minimum contribution percent to capture the full match; whether front-loading contributions would forfeit match at a no-true-up plan; and a per-period schedule showing level vs. front-load paths side by side. IRS limits (402(g) elective deferral, 401(a)(17) compensation cap, 415(c) annual additions) are applied and cited in provenance. Catch-up contribution ceilings for ages 50+ and 60-63 (SECURE 2.0) are computed when participant_age is provided; when a catch-up allowance applies, applied_caps[].cap_name reads '402(g) elective deferral plus 414(v) catch-up' and limit_value carries the combined ceiling, not the bare 402(g) amount. HEAVY tool: use output='summary' (default) for the headline scalars or output='inline' for the full per-period schedule. output='capture' writes the full payload to a file on this server's local disk for the chart-render pipeline; available on the local stdio transport only, and rejected with a structured error on the hosted HTTP transport.
1 trials · measured 21 days ago
optimize_401k_match scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against ai.senaro/personal-finance, measured 16 Sept 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 |
|---|---|---|---|
| 2026-09-16 | 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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