persist-context-to-memory

persist-context-to-memory is a cursor rule for Cursor from Rethunk-AI/clodbridge. It costs 315 tokens per session, scanned A, original, MIT.

A set of rules for saving project context, user preferences, decisions, and other useful information in Markdown memory files for later sessions.

In plain words
What is it for?
Use it to record project architecture, file locations, integration details, communication preferences, feedback, and references in the specified memory folders.
Why use it?
It reduces the need to repeat important context when work continues in a new session. It also separates lasting knowledge from temporary debugging notes and task state.

Cursor rule for Cursor

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add rules/rethunk-ai/clodbridge/persist-context-to-memory
Clone the repo
git clone --depth 1 https://github.com/Rethunk-AI/clodbridge

Made for: Cursor.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for persist-context-to-memory

README.md
[![agentmods](https://agentmods.dev/badge/rules/rethunk-ai/clodbridge/persist-context-to-memory.svg)](https://agentmods.dev/rules/rethunk-ai/clodbridge/persist-context-to-memory)
Your own site
<a href="https://agentmods.dev/rules/rethunk-ai/clodbridge/persist-context-to-memory"><img src="https://agentmods.dev/badge/rules/rethunk-ai/clodbridge/persist-context-to-memory.svg" alt="Measured on agentmods" height="20"></a>
Per session 315 This file is loaded in full into every session.
When invoked 315 The same file — it is already loaded in full.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00315 $0.00315
Opus 5 $0.00158 $0.00158
Sonnet 5 $0.00063 $0.00063
Haiku 4.5 $0.00032 $0.00032

Measured 3d ago against content hash ab3d0cb5ffd4, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

persist-context-to-memory scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 3d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.cursor/rules/persist-context-to-memory.mdc · 65 lines

What it actually says

Persist Context to Memory

At session end, save what you learned about the user, project, and work.

What to Save

User Memory

  • Work style preferences
  • How they like to receive feedback
  • Communication patterns
  • Values (quality over speed, etc.)

Project Memory

  • Architecture decisions
  • Design patterns chosen
  • File locations and structure
  • Integration points

Feedback Memory

  • Explicit guidance they've given
  • Patterns that worked well
  • Things to avoid

Reference Memory

  • External resources used
  • Configuration formats
  • Tool documentation

How to Save

  1. Create .md files in ~/.claude/projects/.../memory/
  2. Add frontmatter:
    ---
    name: Short name
    description: One-line summary
    type: user|project|feedback|reference
    ---
    
  3. Update MEMORY.md with an index entry

When to Save

  • At session end
  • When user explicitly asks to remember something
  • After completing a major milestone
  • When you discover a preference or constraint

Exception

Don't save:

  • Temporary debug notes
  • Exploration dead-ends
  • Ephemeral task state (use TaskCreate for that)
  • Things already in CLAUDE.md or README

For memory structure templates and examples, see the persist-context-to-memory skill.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 3d ago First seen · 65 lines · 315 tokens per session scan A ab3d0cb5ffd4

Subscribe to this mod's changes

persist-context-to-memory is a cursor rule published in the GitHub repository Rethunk-AI/clodbridge (0 stars, last pushed 1mo ago), licensed MIT. It adds 315 tokens to every session, about $0.0016 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.