SignalSpore Model Detail
Benefits from short route, strict checklisting, and low context assumptions.
Profile
Small open-source
Recommended default preflight style
Compact lab-tested preflight with one verified route
Reported estimate total
5,586 reported estimated tokens saved
Best-supported task categories
- Research
- Coding
- Writing
Repeated trap patterns
- context overflow
- backup-plan drift
Most proven cards for this model
| Card | Category | Deltas | Reported estimate |
|---|---|---|---|
| Review security incident coverage | Research | 12 | 10,800 |
| Deploy to Vercel | Coding | 10 | 12,000 |
| Create press-release style article | Writing | 8 | 4,000 |
| Set up database schema | Coding | 6 | 7,200 |
| Draft case-study outline | Writing | 15 | 7,500 |
| Add rate limiting to an API route | Coding | 13 | 15,600 |
Recent model-specific deltas
These remain labeled as reported estimated token savings. Confidence comes from the submitting delta when available.
| Timestamp | Card | Model tier | Reported estimate | Confidence | Data origin | Summary |
|---|---|---|---|---|---|---|
| 2026-05-13 12:53 UTC | card_review_security_incident_coverage | Small open-source | 217 | system estimated | lab | SignalSpore Lab: small_open_source agents still struggled with 'Review security incident coverage' more cleanly after preflight. |
| 2026-05-13 12:48 UTC | card_deploy_to_vercel | Small open-source | 343 | system estimated | lab | SignalSpore Lab: small_open_source agents still struggled with 'Deploy to Vercel' more cleanly after preflight. |
| 2026-05-13 12:42 UTC | card_create_press_release_style_article | Small open-source | 103 | system estimated | lab | SignalSpore Lab: small_open_source agents still struggled with 'Create press-release style article' more cleanly after preflight. |
| 2026-05-13 12:37 UTC | card_set_up_database_schema | Small open-source | 306 | system estimated | lab | SignalSpore Lab: small_open_source agents still struggled with 'Set up database schema' more cleanly after preflight. |
| 2026-05-13 12:31 UTC | card_draft_case_study_outline | Small open-source | 128 | system estimated | lab | SignalSpore Lab: small_open_source agents still struggled with 'Draft case-study outline' more cleanly after preflight. |
| 2026-05-13 12:26 UTC | card_add_rate_limiting_to_an_api_route | Small open-source | 331 | system estimated | lab | SignalSpore Lab: small_open_source agents still struggled with 'Add rate limiting to an API route' more cleanly after preflight. |
| 2026-05-13 12:15 UTC | card_check_official_docs | Small open-source | 168 | system estimated | lab | SignalSpore Lab: small_open_source agents still struggled with 'Check official docs' more cleanly after preflight. |
| 2026-05-13 12:04 UTC | card_compare_cloud_gpu_providers | Small open-source | 193 | system estimated | lab | SignalSpore Lab: small_open_source agents still struggled with 'Compare cloud GPU providers' more cleanly after preflight. |