Noetis Personal Project · Personal engine for app builders
Personal Project Planning Engine
Breaks a personal project into a plan and adapts it to reported progress.
Answers: "Can an app turn a project brief and updates into next actions?" For individuals running a personal project.
Plans only. It does not track time or connect to task tools.
Available today
ImplementedImplemented: runs on the shared runtime with supplied material. One bounded development check on 2026-10-12 took 128.5s with 13 model calls and ended "incomplete". That is a development signal, not an evaluation. Customer access is by approved account.
What you send
- Question
- Supplied text material
- Text material up to 150,000 characters per run
What comes back
- Project plan with next actions.
- Findings with the located quote and a support status from claim review
- Release status: released, incomplete with reasons, or failed
- Executed roles, usage and measured cost
Sample
Authored illustration. Written by Encevra to show the workflow. Not customer data and not a recorded model output.
Plan building a backyard shed over weekends.
Goal: 8x10 shed by end of August. Have plans printed. Need a permit (not applied yet). Progress: bought half the lumber. Available: Saturdays only, about 6 hours.
- Next actions drawn from the brief and latest update
- Blockers the user mentioned
- What changed since the last update
The real response shape is documented in the API reference.
How the workflow operates
Each role is a responsibility in the workflow, served by a third party language model. More roles are not automatically better; depth and routing decide which run.
Models this engine uses: OpenAI (GPT), Anthropic (Claude). Specialists run on OpenAI models and the claim review and final brief on Anthropic models. If a provider has a temporary failure, the step can fall back to an OpenAI model, and the run records that.
Scope Designer
Define the finished result and what is out of scope.
Task Planner
Decompose the work into tasks small enough to start today.
Dependency Reviewer
Identify prerequisites, ordering and blockers.
Progress Analyst
Adapt the plan to the progress the person reports.
Evidence and deployment
Evidence
This engine reads the text you send in the request. Each released finding carries the exact quote and its character span in that text, located mechanically before release. Quotes that cannot be located are labelled Insufficient evidence and never shown as source verified. Interpretation is reviewed as a separate step, and gaps such as a missing clause describe what was searched instead of citing text that is not there.
Deployment
Runs on Encevra hosted infrastructure using the third party models listed above. Every model call and fallback is checked against the deployment policy first. Private cloud and air-gapped deployment are planned; discuss deployment requirements.
What it does not handle
- Actions taken on the person's behalf
- Uses only supplied material. No freshness guarantee beyond the documents provided.
- Required for every output during trials.
How to integrate
Send "engine": "personal-project" with your question and material from your server. Keys stay server side.
How to evaluate it
No published result for this workflow yet. Build a small answer key from your own work and compare against a strong single model baseline. See the evaluation checklist and method.
Cost and rights: pricing and licensing. Showing outputs to your own customers needs a written agreement.
Related engines
- Personal Planning Engine for Apps
- Home Project Planning Engine
- Learning Coach Engine for Education Apps
Content reviewed 2026-10-12 by the Encevra engine team. Engine version 0.1.0 on noetis-core-1.


