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kresearch-labs/Persona
Open-source AI ToolStatus: Published — critical fields verified, some fields unverified
kresearch-labs/Persona: Persona — experience for AI agents, kept apart from the model. Trained pblocks judge each task, brief the model with cited past cases, and learn from confirmed outcomes. Readable, correctable, portable across models; trains on a CPU.
- Persona — experience for AI agents, kept apart from the model. Trained pblocks judge each task, brief the model with cited past cases, and learn from confirmed outcomes. Readable, correctable, portable across models; trains on a CPU.
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Risk
No known risk within the verified fields.
12
All fields
7
Verified
0
Verified empty
5
Unverified
Open-source AI Tool details
Repository
| Repository | https://github.com/kresearch-labs/Persona |
| Ecosystem | github |
| Package | kresearch-labs/Persona |
| Publisher | kresearch-labs |
| License | Apache-2.0 |
| Latest release | UNKNOWN |
| Status | ACTIVE |
| Homepage | https://doi.org/10.5281/zenodo.24145734 |
| Documentation | UNKNOWN |
Runtime
| Platforms | UNKNOWN |
| Runtime requirements | UNKNOWN |
| Installation | UNKNOWN |
Critical Evidence
| Field | Status | Last checked / observed / Freshness | Confidence | Evidence |
|---|---|---|---|---|
| Pricing | UNKNOWN | Not obtained | Not obtained | 0 |
| Availability | UNKNOWN | Not obtained | Not obtained | 0 |
| Language | UNKNOWN | Not obtained | Not obtained | 0 |
| Integration | UNKNOWN | Not obtained | Not obtained | 0 |
| Deployment | UNKNOWN | Not obtained | Not obtained | 0 |
| Commercial use | Verified | 2026-11-13 | Not obtained | 1 |
Functional Evidence
| Field | Status | Last checked / observed / Freshness | Confidence | Evidence |
|---|---|---|---|---|
| Capability | UNKNOWN | Not obtained | Not obtained | 0 |
| Automation behavior | UNKNOWN | Not obtained | Not obtained | 0 |
| Input | UNKNOWN | Not obtained | Not obtained | 0 |
| Output | UNKNOWN | Not obtained | Not obtained | 0 |
Change history
- 2026-11-13 Published (some fields unverified)
Registered metadata
| archived | ACTIVE |
| canonical_repository | https://github.com/kresearch-labs/Persona |
| documentation_url | UNKNOWN |
| entity_kind | OPEN_SOURCE_AI_TOOL |
| homepage_url | https://doi.org/10.5281/zenodo.24145734 |
| installation | None |
| latest_release | UNKNOWN |
| license | Apache-2.0 |
| package_ecosystem | github |
| package_identifier | kresearch-labs/Persona |
| platforms | None |
| publisher | kresearch-labs |
| runtime_requirements | None |
Field verification (12 fields)
| Field | Status | Confidence | Value | Last checked / observed | Evidence |
|---|---|---|---|---|---|
| archived | ✓ Verified | Not obtained | ACTIVE | 2026-11-13 | |
| canonical_repository | ✓ Verified | Not obtained | https://github.com/kresearch-labs/Persona | 2026-11-13 | |
| documentation_url | ? Unverified | Not obtained | UNKNOWN | 2026-11-13 | No evidence |
| homepage_url | ✓ Verified | Not obtained | https://doi.org/10.5281/zenodo.24145734 | 2026-11-13 | |
| installation | ? Unverified | Not obtained | None | 2026-11-13 | No evidence |
| latest_release | ? Unverified | Not obtained | UNKNOWN | 2026-11-13 | No evidence |
| license | ✓ Verified | Not obtained | Apache-2.0 | 2026-11-13 | |
| package_ecosystem | ✓ Verified | Not obtained | github | 2026-11-13 | |
| package_identifier | ✓ Verified | Not obtained | kresearch-labs/Persona | 2026-11-13 | |
| platforms | ? Unverified | Not obtained | None | 2026-11-13 | No evidence |
| publisher | ✓ Verified | Not obtained | kresearch-labs | 2026-11-13 | |
| runtime_requirements | ? Unverified | Not obtained | None | 2026-11-13 | No evidence |