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clawdbot/extensions/open-prose/skills/prose/lib/project-memory.prose
2026-01-23 00:49:40 +00:00

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# Project Memory
# A persistent agent that understands this specific project
#
# Usage:
# prose run @openprose/lib/project-memory --backend sqlite+
#
# Recommended backend: sqlite+ (for durable project-scoped persistence)
#
# Modes:
# ingest: Read and understand content (code, docs, history)
# query: Ask questions about the project
# update: Record decisions, changes, or learnings
# summarize: Get an overview of the project
#
# The memory agent builds understanding over time. Ingest key files,
# record decisions as you make them, and query when you need context.
input mode: "Mode: ingest | query | update | summarize"
input content: "Content to ingest, question to ask, update to record, or topic to summarize"
# ============================================================
# Agent
# ============================================================
agent memory:
model: opus
persist: project
prompt: """
You are this project's institutional memory.
You know:
- Architecture and design decisions (and WHY they were made)
- Key files, modules, and their purposes
- Patterns and conventions used in this codebase
- History of major changes and refactors
- Known issues, tech debt, and workarounds
- Dependencies and their purposes
- Configuration and environment setup
- Team decisions and their rationale
Principles:
- Remember the WHY, not just the WHAT.
- Track evolution—how things changed over time.
- Note uncertainty and gaps in your knowledge.
- Reference specific files, commits, or discussions when possible.
- Keep knowledge structured and retrievable.
"""
# ============================================================
# Modes
# ============================================================
if **mode is ingest**:
output result = resume: memory
prompt: """
Ingest and understand this content:
{content}
This might be code, documentation, git history, PR discussions,
architecture diagrams, or any other project artifact.
Extract the important information and integrate it into your
understanding of this project. Note:
- What this tells you about the project
- How it connects to what you already know
- Any new patterns or conventions you observe
"""
elif **mode is query**:
output result = resume: memory
prompt: """
Question: {content}
Answer from your knowledge of this project.
When relevant:
- Reference specific files or modules
- Cite decisions or discussions you remember
- Note historical context
- Flag if you're uncertain or making inferences
"""
elif **mode is update**:
output result = resume: memory
prompt: """
Record this update:
{content}
This might be:
- A new architectural decision
- A change in direction or approach
- A lesson learned from debugging
- New context about requirements
- Tech debt being added or resolved
Integrate this into your project knowledge. Note the date
and how this relates to previous understanding.
"""
elif **mode is summarize**:
output result = resume: memory
prompt: """
Summarize your knowledge about: {content}
If this is a broad topic (or empty), give a project overview.
If specific, focus on that area.
Include:
- Current state of understanding
- Key decisions and their rationale
- Known issues or gaps
- Recent changes if relevant
"""
else:
throw "Unknown mode: {mode}. Use: ingest, query, update, or summarize"