Session Recovery logo

Session Recovery

CommunityPopular
bradygaster
session-recovery

Find and resume interrupted Copilot CLI sessions using session_store queries

Overview

Publisherbradygaster
Repositorysquad
Skill namesession-recovery
Stars
3.3K
Forks
506
Bundled files
Instructions only
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by bradygaster on GitHub. Read the source before you install it.

Installation

Install the Session Recovery AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/bradygaster/squad/tree/dev/packages/squad-cli/templates/skills/session-recovery
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/bradygaster/squad.git /tmp/squad
mkdir -p .claude/skills
cp -r /tmp/squad/packages/squad-cli/templates/skills/session-recovery .claude/skills/session-recovery
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Session Recovery in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Session Recovery on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Session Recovery is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Context

Squad agents run in Copilot CLI sessions that can be interrupted — terminal crashes, network drops, machine restarts, or accidental window closes. When this happens, in-progress work may be left in a partially-completed state: branches with uncommitted changes, issues marked in-progress with no active agent, or checkpoints that were never finalized.

Copilot CLI stores session history in a SQLite database called session_store (read-only, accessed via the sql tool with database: "session_store"). This skill teaches agents how to query that store to detect interrupted sessions and resume work.

Patterns

1. Find Recent Sessions

Query the sessions table filtered by time window. Include the last checkpoint to understand where the session stopped:

sql
SELECT
  s.id,
  s.summary,
  s.cwd,
  s.branch,
  s.updated_at,
  (SELECT title FROM checkpoints
   WHERE session_id = s.id
   ORDER BY checkpoint_number DESC LIMIT 1) AS last_checkpoint
FROM sessions s
WHERE s.updated_at >= datetime('now', '-24 hours')
ORDER BY s.updated_at DESC;

2. Filter Out Automated Sessions

Automated agents (monitors, keep-alive, heartbeat) create high-volume sessions that obscure human-initiated work. Exclude them:

sql
SELECT s.id, s.summary, s.cwd, s.updated_at,
  (SELECT title FROM checkpoints
   WHERE session_id = s.id
   ORDER BY checkpoint_number DESC LIMIT 1) AS last_checkpoint
FROM sessions s
WHERE s.updated_at >= datetime('now', '-24 hours')
  AND s.id NOT IN (
    SELECT DISTINCT t.session_id FROM turns t
    WHERE t.turn_index = 0
      AND (LOWER(t.user_message) LIKE '%keep-alive%'
           OR LOWER(t.user_message) LIKE '%heartbeat%')
  )
ORDER BY s.updated_at DESC;

3. Search by Topic (FTS5)

Use the search_index FTS5 table for keyword search. Expand queries with synonyms since this is keyword-based, not semantic:

sql
SELECT DISTINCT s.id, s.summary, s.cwd, s.updated_at
FROM search_index si
JOIN sessions s ON si.session_id = s.id
WHERE search_index MATCH 'auth OR login OR token OR JWT'
  AND s.updated_at >= datetime('now', '-48 hours')
ORDER BY s.updated_at DESC
LIMIT 10;

4. Search by Working Directory

sql
SELECT s.id, s.summary, s.updated_at,
  (SELECT title FROM checkpoints
   WHERE session_id = s.id
   ORDER BY checkpoint_number DESC LIMIT 1) AS last_checkpoint
FROM sessions s
WHERE s.cwd LIKE '%my-project%'
  AND s.updated_at >= datetime('now', '-48 hours')
ORDER BY s.updated_at DESC;

5. Get Full Session Context Before Resuming

Before resuming, inspect what the session was doing:

sql
-- Conversation turns
SELECT turn_index, substr(user_message, 1, 200) AS ask, timestamp
FROM turns WHERE session_id = 'SESSION_ID' ORDER BY turn_index;

-- Checkpoint progress
SELECT checkpoint_number, title, overview
FROM checkpoints WHERE session_id = 'SESSION_ID' ORDER BY checkpoint_number;

-- Files touched
SELECT file_path, tool_name
FROM session_files WHERE session_id = 'SESSION_ID';

-- Linked PRs/issues/commits
SELECT ref_type, ref_value
FROM session_refs WHERE session_id = 'SESSION_ID';

6. Detect Orphaned Issue Work

Find sessions that were working on issues but may not have completed:

sql
SELECT DISTINCT s.id, s.branch, s.summary, s.updated_at,
  sr.ref_type, sr.ref_value
FROM sessions s
JOIN session_refs sr ON s.id = sr.session_id
WHERE sr.ref_type = 'issue'
  AND s.updated_at >= datetime('now', '-48 hours')
ORDER BY s.updated_at DESC;

Cross-reference with gh issue list --label "status:in-progress" to find issues that are marked in-progress but have no active session.

7. Resume a Session

Once you have the session ID:

bash
# Resume directly
copilot --resume SESSION_ID

Examples

Recovering from a crash during PR creation:

  1. Query recent sessions filtered by branch name
  2. Find the session that was working on the PR
  3. Check its last checkpoint — was the code committed? Was the PR created?
  4. Resume or manually complete the remaining steps

Finding yesterday's work on a feature:

  1. Use FTS5 search with feature keywords
  2. Filter to the relevant working directory
  3. Review checkpoint progress to see how far the session got
  4. Resume if work remains, or start fresh with the context

Anti-Patterns

  • ❌ Searching by partial session IDs — always use full UUIDs
  • ❌ Resuming sessions that completed successfully — they have no pending work
  • ❌ Using MATCH with special characters without escaping — wrap paths in double quotes
  • ❌ Skipping the automated-session filter — high-volume automated sessions will flood results
  • ❌ Assuming FTS5 is semantic search — it's keyword-based; always expand queries with synonyms
  • ❌ Ignoring checkpoint data — checkpoints show exactly where the session stopped

Frequently asked questions

What does the Session Recovery AI skill do?

Find and resume interrupted Copilot CLI sessions using session_store queries

Why use Session Recovery on TypingMind?

Because you install it once and use it with any model. Session Recovery is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Session Recovery in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/bradygaster/squad/tree/dev/packages/squad-cli/templates/skills/session-recovery. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Session Recovery?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Session Recovery?

As many as you like. As long as a model supports skills, you can use Session Recovery with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Session Recovery AI skill free?

Yes. It is published on GitHub by bradygaster under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

View all

Set up your own AI workspace now

Get notified about new features and future giveaways by subscribing to our newsletter 👇