Menu
Guidelines for Python development, including environment setup and dependency management.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Guidelines for creating, reviewing, and improving agent skills.
Guidelines for validation, staging, amending, and commit messages.
Guidelines for dependency injection patterns.
Guidelines for ensuring architectural changes are validated against core use cases.
Orchestrates efficient read and write interactions with the engram unified memory store via MCP tools. Provides deterministic workflows for decomposing observations into atomic memories, composing four-dimensional queries (context, similarity, relationship, time) for maximum retrieval accuracy, managing agent-managed focus context, and linking memories into associative webs at write time. Ensures memories are discoverable, precisely ranked, and structurally connected across sessions.
Guidelines for dual-use architecture (CLI and Go Library), dependency separation, and extensible registry patterns.
| name | python |
| description | Guidelines for Python development, including environment setup and dependency management. |
Ensure you are working within a virtual environment.
Check if .venv/bin/activate exists. If not, initialize it:
python3 -m venv .venv
Activate the environment:
source .venv/bin/activate
If the project uses pip for dependency management (indicated by setup.py or pyproject.toml), install the package in editable mode to test changes:
pip install -e .