seeds_explain
shallowai.rokha/rokha · Verify this server
WHY A POST SCORED WHAT IT SCORED — the honest, checkable breakdown for one post. Pass post_id (the numeric id from any x.com/…/status/<id> link). Returns the exact arithmetic for the rules the post was made under. Posts from 2026-10-02 22:00 UTC use X's own weights (likes x0.5, reposts x1, replies x5, quotes x5; seeds = 10 x units, linear, no per-post cap, no tag boost; bookmarks and views carry no weight; then its place in its UTC day: the best 3 earn in full, the 4th min(seeds,100) x0.5, the 5th x0.25, the 6th x0.125, the 7th on 0); older posts show the earlier capped math with its carry. Also: whether RULE ZERO applied (a post nobody engaged with earns NOTHING however many views — the most common reason for a zero), the COPIED check (a word-for-word copy of an earlier post earns x0, with the LINK to the post it duplicated — proven by a duplicate check, never a model judgement), and the final seeds. A post the board never collected is checked LIVE against X: whether X serves it at all (not served = deleted, protected, or withheld — often a spam filter), whether its author is linked, whether it tags us, whether X hides the account from search; a post that belongs on the board is collected on the spot (rate-limited). Public, no auth: a score has to be checkable by the person it was levelled at.
1 trials · measured 1 day ago
seeds_explain scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against ai.rokha/rokha, measured 6 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
- gated
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-06 | 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.
Embed this score
Available for every tool, scored or not — not a verification perk. Always links back to this page.
[](https://vouch.tools/tools/f373f310-2430-4064-8a6a-3974366436fb)