jbdamask Memory Checkpoint
Workflow
If user provides a query (e.g., /memory-checkpoint authentication bug):
→ Search checkpoints using scripts/search.py "<query>" --full --project-dir "$PWD"
If no query (e.g., /memory-checkpoint):
→ Create checkpoint using format from references/checkpoint-format.md, pipe to scripts/checkpoint.py --project-dir "$PWD"
Creating a Checkpoint
Generate content with these sections, then pipe to script:
- Status: IN_PROGRESS, BLOCKED, DECISION_NEEDED, COMPLETED
- Current Task: What is actively being worked on
- Why (Context): Reasoning behind current approach, what was tried
- Decisions Made: Key choices with rationale
- Pending Items: Uncompleted work
- Blockers: Things waiting on external input
- Next Steps: Immediate actions to take
- Key Files: Important files for resuming context
echo "CHECKPOINT_CONTENT" | python3 scripts/checkpoint.py --project-dir "$PWD"
Searching Checkpoints
python3 scripts/search.py "query" --full --project-dir "$PWD"
Returns checkpoints ranked by semantic similarity. --full includes content of top result.
Setup (one-time)
./scripts/setup.sh
Creates .venv and installs fastembed. Scripts auto-detect the venv when present.