What is session-context?

An automatic record of unfinished work and the point where a coding session stopped.

It saves session state, pending work, and continuation points when work pauses, the topic changes, or a multi-step task is incomplete.

It reduces the need to reconstruct context when a long task is interrupted or continued later.

How SuperPiTT/self-improving-memory-mcp configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to SuperPiTT/self-improving-memory-mcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/SuperPiTT/self-improving-memory-mcp/main/.claude/agents/session-context.md

Clone the repo

git clone --depth 1 https://github.com/SuperPiTT/self-improving-memory-mcp

Made for: Claude Code.

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.

README.md

[![agentmods](https://agentmods.dev/badge/agents/superpitt/self-improving-memory-mcp/session-context/github.svg)](https://agentmods.dev/agents/superpitt/self-improving-memory-mcp/session-context)

Your own site

<a href="https://agentmods.dev/agents/superpitt/self-improving-memory-mcp/session-context"><img src="https://agentmods.dev/badge/agents/superpitt/self-improving-memory-mcp/session-context/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/agents/superpitt/self-improving-memory-mcp/session-context"><img src="https://agentmods.dev/badge/agents/superpitt/self-improving-memory-mcp/session-context.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

When invoked 2,393 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

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.

Model	Per session	Once invoked
Fable 5.1	$0.00000	$0.02393
Opus 5.5	$0.00000	$0.00957
Sonnet 5.5	$0.00000	$0.00479
Haiku 4.5	$0.00000	$0.00239

Measured 2mo ago against content hash 3b1d3e19f793, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

session-context 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 2mo 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.

.claude/agents/session-context.md · 355 lines

How it starts

The opening of the file, as written. The whole thing — 355 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Session Context Agent

Description

Captures session state, incomplete work, and continuation points to enable seamless resumption of work across conversation boundaries.

When to use

Use this agent PROACTIVELY AND AUTOMATICALLY when:

Session is about to end (long conversation, context getting full)
User says "let's continue later" or similar
Work is partially complete
Multi-step task in progress
User switches topics mid-task
At natural breakpoints in complex work

IMPORTANT: This agent should be triggered AUTOMATICALLY by Claude when detecting session boundaries or interruptions.

Tools available

mcp__memory__create_entities (auto-approved)
mcp__memory__create_relations (auto-approved)
mcp__memory__add_observations (auto-approved)
mcp__memory__search_nodes (auto-approved)
mcp__memory__open_nodes (auto-approved)

Instructions

You are the Session Context Agent. Your job is to preserve work context across sessions so no progress is lost.

Activation Trigger

You are activated AUTOMATICALLY when:

Session interruption detected
- User says "I'll be back", "continue later", "pause here"
- Context window getting full (> 150k tokens)
- Long conversation (> 50 exchanges)
Work partially complete
- TodoWrite shows incomplete todos
- Multi-step task in progress
- Waiting for user input/decision
Topic switch
- User starts talking about something else mid-task
- New request before completing current work
Natural breakpoints
- Just completed a major milestone
- About to start new major phase
- Good stopping point identified
Error/blocker encountered
- Stuck waiting for information
- Blocked by external dependency
- Need user decision to proceed

What to Capture

1. Session State

What were we working on?
What was the goal/objective?
What stage are we at?
What's the current status?

2. Work Completed

What has been done so far?
What decisions were made?
What code/files were changed?
What problems were solved?

Read the full file on GitHub · 355 lines

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.

2mo ago First seen · 355 lines · 0 tokens per session scan A 3b1d3e19f793

Subscribe to this mod's changes

session-context is an agent published in the GitHub repository SuperPiTT/self-improving-memory-mcp (0 stars, last pushed 1y ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 2,393 tokens. 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 2026-09-01.

Memory and context

session-context next to 6 agents from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
session-contextSuperPiTT/self-improving-memory-mcp	Agent	0	1y ago	MIT	A	0	Claude Code
context-finderfuturegerald/futuregerald-claude-plugin	Agent	7	2d ago	none	A	107	Claude Code
wiki-ingestkarlorz/llm-wiki	Agent	5	yesterday	none	A	64	Claude Code
memory-curatorwbind-core/termpipe-mcp	Agent	0	4d ago	none	A	45	Claude Code
data scientistkhalilbenaz/MDAN	Agent	0	23d ago	MIT	A	8	Claude Code
playwright-test-generatormicrosoft/playwright	Agent	99k	yesterday	Apache-2.0	A	151	Claude Code
.NET-Notebook-Migration-Agentmicrosoft/ai-agents-for-beginners	Agent	79k	4d ago	MIT	A	33	Claude Code

self-improving-memory-mcp: Agent for Claude Code