How to Sync Context Across Separate Claude Code Sub-Agent Sessions (Step-by-Step Guide)

rcmiskrcmisk
5 min read

Running multiple Claude Code sub-agent sessions in parallel (for example, a dedicated debugger and a code-reviewer) is powerful for focus and productivity. But there’s one problem: sessions don’t share context by default.

This guide shows you how to sync context across separate sub-agent sessions. You’ll learn:

  • Four different strategies for context sharing

  • When to use repo files vs. databases vs. MCP integrations

  • A step-by-step, automated SQLite context sync tool you can install in minutes

By the end, you’ll have a repeatable workflow for sharing notes and state across multiple Claude Code sessions—no more manual copy/paste.


Table of Contents

  1. Why context sync matters

  2. 4 proven strategies for context sharing

  3. Step-by-step: Automating context sync with SQLite

  4. Example workflow with parallel sub-agents

  5. Troubleshooting & best practices

  6. Next steps: Hooks for automatic syncing


Why context sync matters

When you run sub-agents like a debugger, code-reviewer, or doc-writer in separate Claude Code sessions, each one has its own context window. Without a sync strategy, you risk:

  • Losing critical debugging notes

  • Duplicating work across sessions

  • Forgetting what other agents have already solved

Context syncing ensures that your multi-agent workflow stays coordinated and efficient.


4 Proven Strategies for Context Sharing

1. Markdown Notes in Repo

  • Store shared notes in .claude/context/*.md

  • Simple, human-readable, and version-controlled

  • ✅ Easy to set up, but can grow noisy

  • Structured, queryable context DB

  • Easy to automate with a ctx CLI tool

  • ✅ Scales better than raw markdown

3. MCP-Backed Stores (Redis, external DB)

  • Centralized context accessible via Model Context Protocol (MCP) integrations

  • Best for teams or multi-machine setups

  • ⚠️ Requires extra setup and permissions

4. Regenerate on Demand

  • Each sub-agent recomputes its needed context from git diffs, logs, or tests

  • ✅ Zero coupling

  • ⚠️ Doesn’t share rationales or decisions


Step-by-Step: Automating Context Sync with SQLite

This section walks you through building a drop-in context scratchpad with SQLite that any Claude Code sub-agent session can read/write.

0) Scaffold

mkdir -p tools .claude/context
python -m venv .venv && source .venv/bin/activate
pip install --upgrade pip
pip install tabulate

1) Add the CLI (tools/ctx.py)

#!/usr/bin/env python3
import argparse, sqlite3, os, time
from tabulate import tabulate

DB_PATH = os.environ.get("CTX_DB", ".claude/context/context.db")

DDL = """
CREATE TABLE IF NOT EXISTS entries (
  id INTEGER PRIMARY KEY AUTOINCREMENT,
  ts INTEGER NOT NULL,
  agent TEXT NOT NULL,
  session TEXT,
  topic TEXT,
  summary TEXT,
  refs TEXT
);
"""

def connect():
    os.makedirs(os.path.dirname(DB_PATH), exist_ok=True)
    conn = sqlite3.connect(DB_PATH)
    conn.executescript(DDL)
    return conn

def cmd_add(args):
    conn = connect()
    with conn:
        conn.execute(
            "INSERT INTO entries(ts, agent, session, topic, summary, refs) VALUES(?,?,?,?,?,?)",
            (int(time.time()), args.agent, args.session, args.topic, args.summary, args.refs)
        )
    print("ok: added")

def cmd_read(args):
    conn = connect()
    q = "SELECT ts, agent, session, topic, summary, refs FROM entries ORDER BY ts DESC LIMIT ?"
    rows = conn.execute(q, (args.limit,)).fetchall()
    out = []
    for ts,agent,session,topic,summary,refs in rows:
        out.append([time.strftime("%Y-%m-%d %H:%M:%S", time.localtime(ts)), agent, session or "", topic or "", (summary or "")[:240], refs or ""])
    print(tabulate(out, headers=["time","agent","session","topic","summary","refs"], tablefmt="github"))

def main():
    ap = argparse.ArgumentParser()
    sub = ap.add_subparsers(dest="cmd", required=True)

    ap_add = sub.add_parser("add")
    ap_add.add_argument("--agent", required=True)
    ap_add.add_argument("--session", default="")
    ap_add.add_argument("--topic", default="")
    ap_add.add_argument("--summary", required=True)
    ap_add.add_argument("--refs", default="")
    ap_add.set_defaults(func=cmd_add)

    ap_read = sub.add_parser("read")
    ap_read.add_argument("--limit", type=int, default=50)
    ap_read.set_defaults(func=cmd_read)

    args = ap.parse_args()
    args.func(args)

if __name__ == "__main__":
    main()

Make it executable:

chmod +x tools/ctx.py

2) Use it in Sub-Agent Prompts

Example debugger.md:

---
name: debugger
description: Debugging specialist for errors and test failures. Auto-syncs context.
tools: Read, Write, Grep, Glob, Bash
---

## Context Sync (before work)
- Run: `Bash -> python tools/ctx.py read --limit 20`
- Integrate relevant issues from other agents.

## Task Procedure
1) Capture error/stack trace
2) Localize failure region
3) Apply smallest safe fix
4) Verify with tests

## Context Sync (after work)
- Summarize root cause, fix, verification
- Run: `Bash -> python tools/ctx.py add --agent debugger --session "<label>" --topic "<topic>" --summary "<summary>" --refs "<files>"`

3) Example Session Usage

  • Start code-reviewer session: log issues with ctx add

  • Start debugger session: load reviewer notes with ctx read, then append fix summary

  • Start doc-writer session: load both, generate release notes

Now, all three sessions share a durable context database.


Example Workflow with Parallel Sub-Agents

Session A (code-reviewer)

  • Review commit

  • Log summary with ctx add

Session B (debugger)

  • Load reviewer context with ctx read

  • Apply fix

  • Append summary with ctx add

Session C (doc-writer)

  • Load reviewer + debugger context

  • Update documentation

  • Save context

This pattern creates a multi-agent workflow with shared state across sessions.


Troubleshooting & Best Practices

  • Nothing appears in read? Check your DB path or limit flag.

  • Label consistently: Use session IDs like CR-12, DBG-45.

  • Avoid logging secrets: Keep .claude/context/ in .gitignore.

  • Summarize, don’t dump: Add concise notes, not full logs.


Next Steps: Hooks for Automatic Syncing

Right now, agents politely run ctx read at the start and ctx add at the end. In the next article, we’ll explore Claude Code Hooks to enforce this automatically—for example:

  • Run ctx read before every task (PreTask hook)

  • Run ctx add after every task (PostTask hook)

This ensures every sub-agent session consistently loads and writes context—even if you forget.


Internal Resource

👉 If you’re new to sub-agents, start with our Beginner’s Guide to Claude Code Sub-Agents.

0
Subscribe to my newsletter

Read articles from rcmisk directly inside your inbox. Subscribe to the newsletter, and don't miss out.

Written by

rcmisk
rcmisk

Lover of coding, software development/engineering, indie hackers podcast/community, start-ups, music, guitar, technology, fitness, running, biking, learning new things, travel, the beach, and hiking/mountains. As a kid I had too many interests. I grew up playing soccer from an early age and played through college! Sports and being a part of a team was always part of my DNA. Not only did I value sports and competition but I loved music, art, drawing, animation, film, computers, math, and learning. Once I hit college, the decision to choose my life path was paralyzing, and ultimately led me down many different paths. I explored economics, finance, psychology, philosophy, statistics, communications, and marketing. I graduated with a finance degree and thought the data science, statistics, and the trends and patterns would be a fun career, however my first entry level job in the industry discouraged me to continue in the industry and to explore other paths. I always had an itch to build and start something on my own or with family. Growing up I started a lawn mowing business, shoveling business, lemonade stands, and small Wordpress websites. I loved the creativity of coming up with ideas on how to help people and make money at the same time. I realized I loved technology, and seeing what could be created and started with technology really urged me to start down the path of learning how to code. My brother and I had an idea for a college social network (similar to Facebook), geared solely towards education and only for students at your college. We wanted to give students the ability to meet people on campus, finding work, organize course material, share notes and materials, find extracurricular activities, sell textbooks and furniture. I took it upon myself to learn how to build something like that. Basically taking an idea and making it happen. I learned about software development, coding languages, web frameworks, startups, marketing all on my own. I took online free courses, watched videos and tutorials about Django, Python, Javascript, HTML, and databases. I absolutely loved everything about the process. Seeing my work come to life and seeing people use what I created. It satisfied everything that I enjoyed growing up. The creativity, the design, artwork, coming up with a business, learning new things at my own pace, however I learned best, and working with my brother. I did all this while working full-time at a financial institution during my nights and weekends. We finally launched StudentGrounds, however after a year and 200 user signups later it slowly died down. This experience of taking an idea and learning everything needed to make it a reality basically propelled my interest in learning how to code and do that full time. I learned all about computer science, taking a certificate course at night at a local university. I started another project idea on the side for an event management application for my father's youth soccer tournament, and started applying to every technology company I could think of. I ultimately got my first software engineer job at a small start up in Boston as an apprentice/intern and learned on the job before getting my first full-time software engineer position at a large Boston e-commerce company. My goal there was to learn as much as I could from season professionals, and learning how the corporate world works in terms of software development. My ultimate goal is to create something on my own doing something I love, as well as enjoy life, and give back to others through education. Right now I am a full-time Software Engineer with 6 years in the marketing tech space, trying to finish a SaaS boilerplate so that I can spin up any web application for any idea at the click of a button, which will then set me up for my next idea, IdeaVerify, an automated way to verify/validate you're SaaS application idea before actually starting to code and wasting many hours and years developing something that no one would use. This blog is about my journey navigating the software engineering world, without a CS degree, building in public, keeping record of what I learned, sharing my learnings and at the same time giving back to others, teaching them how to code and giving helpful hints and insights. I am also using this blog to showcase other sides of me such as art, music, writing, creative endeavors, opinions, tutorials, travel, things I recently learned and anything else that interests me. Hope you enjoy!