Works with the AI tools you already use
project memory
by Jose Luis
Persistent Markdown graph that tracks project decisions, failed attempts, and open threads across sessions.
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See it in action
You say
Let's get back to the project. Where were we with the database selection?
Your agent does
Picking up "payments API". Open: N007 retry handling. Settled: MongoDB (N003) because the schema is still unstable. Ruled out: PostgreSQL (N003) due to migration costs. Revisit if schema stabilizes.
What you get
About this skill
The problem
LLM sessions start with a blank slate. You lose hours re-explaining architecture, repeating past decisions, or watching the agent suggest a library you already rejected three weeks ago.
What it does
- Maintains a persistent Markdown graph of project threads, decisions, and outcomes.
- Tracks rejected approaches and the specific conditions needed to revisit them.
- Reads only active and relevant history at session start to preserve context window.
- Automatically creates and manages a
.memoria/directory within your project. - Flags "stale" decisions as project conditions evolve, acting as a technical anchor.
Why this beats prompting it yourself
Manually pasting context is error-prone and consumes your token budget. This skill implements a structured state machine for project memory, ensuring the agent "remembers" not just what you did, but why you did it, without you managing the files.
Use cases
- Resuming complex coding tasks after days or weeks away from the codebase.
- Preventing agents from suggesting "fix" attempts that have already failed.
- Onboarding a new LLM agent to a long-running project with deep technical debt.
- Tracking architectural trade-offs and "revisit if" triggers for infrastructure shifts.
Known limitations
Requires write access to the local file system. Not intended for one-off tasks or quick questions that finish in a single session.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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