gripforge_game_theme_from_concept
shallowio.github.gripforgeai/mcp · Verify this server
Generic concept → theme pipeline for a Game Kit project: the saved art direction (gripforge_game_art_direction: look, theme, palette, notes, device) becomes ONE interface concept image (title, main menu, HUD with health, a weapon card, key prompts), a vision pass reads its design tokens (colour roles, radius, border width, button shape, padding, letter case, weight, the closest open-licence font, glyph style, closest preset) and they are written as the ui.theme config (contrast repaired). The concept is kept in the Library (kind concept, category ui). action=quote prices it: 1 credit per run (quote it and ask the user before run). Without regenerate the latest concept of the project is reused with the tokens already read from it (0 credits), so a run after a dry run applies exactly what the dry run showed; reread=true reads the concept again (1 credit). dry_run=true writes nothing. run returns a generation job: poll it with gripforge_generation_read; its result carries config, tokens, fixes, previous_config and revision_before for a rollback (gripforge_gamekit_configure ui.theme with previous_config).
1 trials · measured today
gripforge_game_theme_from_concept scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.gripforgeai/mcp, 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 + stdio
- 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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