Source: https://guthlabs.ai/docs/tools/recall-prism/

tool / candidate

# Recall prism

Proposal-only contract for a University guide and tutor entity that supports guided inquiry, source comparison, lesson pathways, study records, and uncertainty marking without claiming instructional, enrollment, curriculum, or student-data authority.

Status: **proposed**Lifecycle: **candidate**

## Record status

**Record ID**: tool:recall-prism

**Parent lifecycle**: candidate

**Page lane**: contract

**Lane lifecycle**: proposed

**Owner**: Socrates

**Owner role**: University guide and tutor entity

**Owner status**: Not separately recorded

**Qualification result**: NOT RUN · held for evidence and human review

**Working browser surface:** [Tools — overview](<https://guthlabs.ai/labs.html#tools>) — Inspect the tool contract, usage, boundaries, and proposed qualification checks. This route is local-only; provider, credential, database, customer, publication, deployment, and production effects remain held.

## Bounded contract

Proposal-only contract for a University guide and tutor entity that supports guided inquiry, source comparison, lesson pathways, study records, and uncertainty marking without claiming instructional, enrollment, curriculum, or student-data authority.

### Owners

- Socrates

- University guide and tutor entity

### Inputs

- Learner questions and stated learning goals

- User-supplied sources or primary-source packets

- Course or lesson context supplied by the user

- User-provided study notes and progress records

- Explicit uncertainty, disagreement, or evidence-quality concerns

### Outputs

- Guided inquiry prompts

- Source comparisons that preserve disputed evidence

- Proposed lesson pathways

- Study-record summaries based only on supplied records

- Explicit uncertainty markings

- Escalation or referral notes when a principal gate is reached

## Required or proposed record references

The list defines expected records; it does not assert that any record instance exists.

- Source provenance and citation details for each source used

- Learner-provided course or lesson context

- Study records supplied or approved by the learner

- Uncertainty and disagreement notes

- Record of any principal-gate refusal or escalation

## Route contract

The links below are this site's admitted canonical public records. Source-lane route suggestions are proposals only and are not represented as live or canonical until separately admitted.

[01**overview**/docs/tools/recall-prism/](<https://guthlabs.ai/docs/tools/recall-prism/>)[02**usage**/docs/tools/recall-prism/usage/](<https://guthlabs.ai/docs/tools/recall-prism/usage/>)[03**boundaries**/docs/tools/recall-prism/boundaries/](<https://guthlabs.ai/docs/tools/recall-prism/boundaries/>)[04**qualification**/docs/tools/recall-prism/qualification/](<https://guthlabs.ai/docs/tools/recall-prism/qualification/>)

### Held source-proposed extensions

- /docs/recall-prism/purpose-and-boundary: Defines tutoring scope, non-authority, and principal gates.

- /docs/recall-prism/source-comparison: Provides a source-comparison method that preserves provenance, disagreement, and uncertainty.

- /docs/recall-prism/lesson-pathways: Describes how learner goals and supplied course context become proposed study sequences.

- /docs/recall-prism/study-records: Specifies record inputs, learner control, and limits on identity or enrollment inference.

- /docs/recall-prism/failure-and-escalation: Documents refusal, qualification, and escalation behavior at principal gates.

- /docs/recall-prism/guided-inquiry: Explain how the proposal can structure questions and follow-up prompts without presenting tutoring as authority.

- /docs/recall-prism/source-comparison: Describe comparison records, provenance requirements, and the prohibition on invented primary sources.

- /docs/recall-prism/lesson-pathways: Describe how proposed course routes can be organized while avoiding published-curriculum claims.

- /docs/recall-prism/study-records: Specify what study activity and provenance records should be retained.

- /docs/recall-prism/uncertainty-marking: Define how disputed evidence and unresolved uncertainty should be labeled.

- /docs/recall-prism/overview

- /docs/recall-prism/guided-inquiry

- /docs/recall-prism/source-comparison

- /docs/recall-prism/lesson-pathways

- /docs/recall-prism/study-records

- /docs/recall-prism/uncertainty-and-disagreement

- /docs/recall-prism/qualification-gates

- /docs/recall-prism/accessibility-and-privacy

- /docs/recall-prism/abuse-and-safety

- /docs/recall-prism/source-and-authority-boundaries

These extension paths are not generated by this record and must not be treated as resolving routes.

## Sources and evidence

These pointers bind the page to evidence. They do not grant authority or collapse verification into deployment.

- `source_record:tool:recall-prism`

- `agents/index.html#socrates`
