Prompts Engineering

Designing a Personal Context Repository

Prompt Edit here before copy/try — source content is unchanged

### Designing a Personal Context Repository

#### 1. Local-First Foundations
- Use text files (e.g., Markdown) as the basis for a personal wiki, prioritizing legibility, portability, and ease of control over storage.
- Manage files with version control tools like Git to ensure all changes are traceable.

#### 2. Data Provenance and Proposal Mechanism
- Differentiate between user-authored content and agent-generated observations, ensuring that agent observations are submitted as proposals for the user to accept, revise, or reject.
- Agents should not have direct write access without earning trust.

#### 3. The Importance of Chronology
- Time should be a primary axis of the system, with records and observations organized chronologically rather than reconstructed from file histories and metadata.

#### 4. Permissions and Access Control
- Users should be able to view repository contents, decide who can read or change data, understand the provenance of each piece of data, and export the entire repository in a portable format.
- Storage, identity, and synchronization may be provided by third parties, but the user must maintain control over the data.

#### 5. Implementation Challenges
- The main challenge lies in negotiation: Who can read, add, change, or delete specific data? How can users make these decisions in a policy-driven way and manage them from anywhere?

Uses the text above; some sites may auto-send

Usage & requirements

Design a personal context repository based on the article's content

Tools: obsidian git
Variables: data_provenance proposal_mechanism time_axis access_control
Source: O'Reilly Radar AI/ML ↗

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