fast-resume 1.0.0

Fuzzy finder for coding agent session history

fast-resume

Search and resume conversations across Claude Code, Codex, and more, all from a single place.

Why fast-resume?

Coding agents are really good right now, so I'm using a bunch of them. Sometimes I remember I, or the LLM, mentioned something specific in a previous session, and I want to go back to it.

The problem is that currently, agents do have a resume feature, but either they don't support searching, or the search is very basic (e.g., title only).

That's why I built fast-resume: a command-line tool that aggregates all your coding agent sessions into a single searchable index, so you can quickly find and resume any session.

Features

• Unified Search: One search box to find sessions across all your coding agents
• Full-Text Search: Search not just titles, but the entire conversation content (user messages and assistant responses)
• Very fast: Built on the Rust-powered Tantivy search engine for blazing-fast indexing and searching
• Fuzzy Matching: Typo-tolerant search with smart ranking (exact matches boosted)
• Direct Resume: Select, Enter, you're back in your session
• Beautiful TUI: fzf-style interface with agent icons, color-coded results, and live preview

Supported Agents

Agent	Data Location	Resume Command
Claude Code	~/.claude/projects/	claude --resume <id>
Codex CLI	~/.codex/sessions/	codex resume <id>
Copilot CLI	~/.copilot/session-state/	copilot --resume <id>
VS Code Copilot	~/Library/Application Support/Code/ (macOS)	code <directory>
Crush	~/.local/share/crush/projects.json	(interactive only)
OpenCode	~/.local/share/opencode/storage/	opencode <dir> --session <id>
Vibe	~/.vibe/logs/session/	vibe --resume <id>

Installation

Requirements: Python 3.14+

# Run directly (no install needed)
uvx --from git+https://github.com/angristan/fast-resume fr

# Or install permanently
uv tool install git+https://github.com/angristan/fast-resume

# Then use either command:
fr
fast-resume

Usage

Interactive TUI

# Open the TUI with all sessions
fr

# Pre-filter search query
fr "authentication bug"

# Filter by agent
fr -a claude
fr -a codex

# Filter by directory
fr -d myproject

# Combine filters
fr -a claude -d backend "api error"

Non-Interactive Mode

# List sessions in terminal (no TUI)
fr --no-tui

# Just list, don't offer to resume
fr --list

# Force rebuild the index
fr --rebuild

# View your usage statistics
fr --stats

Yolo Mode

Resume sessions with auto-approve / skip-permissions flags:

Agent	Flag Added	Auto-detected
Claude	--dangerously-skip-permissions	No
Codex	--dangerously-bypass-approvals-and-sandbox	Yes
Copilot CLI	--allow-all-tools --allow-all-paths	No
Vibe	--auto-approve	Yes
OpenCode	(config-based)	—
Crush	(no CLI resume)	—
VS Code Copilot	(n/a)	—

Auto-detection: Codex and Vibe store the permissions mode in their session files. Sessions originally started in yolo mode are automatically resumed in yolo mode—no flag needed.

Force yolo: Use fr --yolo to force yolo mode for all sessions, even if they weren't started that way. Useful for Claude and Copilot CLI which don't store this information.

Command Reference

Usage: fr [OPTIONS] [QUERY]

Arguments:
  QUERY                    Search query (optional)

Options:
  -a, --agent [claude|codex|copilot-cli|copilot-vscode|crush|opencode|vibe]
                          Filter by agent
  -d, --directory TEXT    Filter by directory (substring match)
  --no-tui                Output list to stdout instead of TUI
  --list                  Just list sessions, don't resume
  --rebuild               Force rebuild the session index
  --stats                 Show index statistics
  --yolo                  Resume with auto-approve/skip-permissions flags
  --version               Show version
  --help                  Show this message and exit

Keybindings

Navigation

Key	Action
↑ / ↓	Move selection up/down
j / k	Move selection up/down (vim-style)
Page Up / Page Down	Move by 10 rows
Enter	Resume selected session
/	Focus search input

Preview & Actions

Key	Action
`Ctrl+``	Toggle preview pane
+ / -	Resize preview pane
Tab	Cycle through agent filters
c	Copy full resume command to clipboard
Ctrl+P	Open command palette
q/Esc	Quit

Statistics Dashboard

Run fr --stats to see analytics about your coding sessions:

Index Statistics

  Total sessions          751
  Total messages          13,799
  Avg messages/session    18.4
  Index size              15.5 MB
  Index location          ~/.cache/fast-resume/tantivy_index
  Date range              2023-11-15 to 2025-12-22

Data by Agent

┌────────────────┬───────┬──────────┬──────────┬──────────┬──────────┬─────────────┐
│ Agent          │ Files │     Disk │ Sessions │ Messages │  Content │ Data Dir    │
├────────────────┼───────┼──────────┼──────────┼──────────┼──────────┼─────────────┤
│ claude         │   477 │ 312.9 MB │      377 │   10,415 │   3.1 MB │ ~/.claude/… │
│ copilot-vscode │   191 │ 146.0 MB │      189 │      954 │   1.4 MB │ ~/Library/… │
│ codex          │   107 │  23.6 MB │       89 │      321 │ 890.6 kB │ ~/.codex/…  │
│ opencode       │  9275 │  46.3 MB │       72 │    1,912 │ 597.7 kB │ ~/.local/…  │
│ vibe           │    12 │ 858.2 kB │       12 │      138 │ 380.0 kB │ ~/.vibe/…   │
│ crush          │     3 │   1.0 MB │        7 │       44 │  15.2 kB │ ~/.local/…  │
│ copilot-cli    │     5 │ 417.1 kB │        5 │       15 │   6.9 kB │ ~/.copilot… │
└────────────────┴───────┴──────────┴──────────┴──────────┴──────────┴─────────────┘

Activity by Day

 Mon   ██████████              89
 Tue   ██████████              86
 Wed   █████                   44
 Thu   ██████████████         115
 Fri   █████████████          112
 Sat   ████████████████████   163
 Sun   █████████████████      142

Activity by Hour

  0h ▄▁        ▄▄▅▂▂▂▂▂▃▃▃▅▅█ 23h
  Peak hours: 23:00 (99), 22:00 (63), 12:00 (63)

Top Directories

┌───────────────────────┬──────────┬──────────┐
│ Directory             │ Sessions │ Messages │
├───────────────────────┼──────────┼──────────┤
│ ~/git/openvpn-install │      234 │    5,597 │
│ ~/lab/larafeed        │      158 │    2,590 │
│ ~/lab/fast-resume     │       81 │    2,027 │
│ ...                   │          │          │
└───────────────────────┴──────────┴──────────┘

How It Works

Architecture

┌────────────────────────────────────────────────────────────────────────────────────────┐
│                                 SessionSearch                                          │
│                                                                                        │
│   • Orchestrates adapters in parallel (ThreadPoolExecutor)                             │
│   • Compares file mtimes to detect changes (incremental updates)                       │
│   • Delegates search queries to Tantivy index                                          │
└────────────────────────────────────────────────────────────────────────────────────────┘
                      │                                       │
         ┌────────────┴────────────┐                          │
         ▼                         ▼                          ▼
┌──────────────────┐    ┌───────────────────────────────────────────────────────────────────────────────┐
│  TantivyIndex    │    │                                 Adapters                                       │
│                  │    │  ┌────────┐ ┌───────┐ ┌───────┐ ┌─────────┐ ┌───────┐ ┌────────┐ ┌────┐        │
│ • Fuzzy search   │◄───│  │ Claude │ │ Codex │ │Copilot│ │ Copilot │ │ Crush │ │OpenCode│ │Vibe│        │
│ • mtime tracking │    │  │        │ │       │ │  CLI  │ │ VS Code │ │       │ │        │ │    │        │
│                  │    │  └───┬────┘ └───┬───┘ └───┬───┘ └────┬────┘ └───┬───┘ └───┬────┘ └─┬──┘        │
│ ~/.cache/        │    │      │          │         │          │          │         │        │           │
│   fast-resume/   │    └──────┼──────────┼─────────┼──────────┼──────────┼─────────┼────────┼───────────┘
└──────────────────┘           ▼          ▼         ▼          ▼          ▼         ▼        ▼
                          ~/.claude/ ~/.codex/ ~/.copilot/  VS Code/   crush.db opencode/ ~/.vibe/

Session Parsing

Each agent stores sessions differently. Adapters normalize them into a common Session structure:

Agent	Format	Parsing Strategy
Claude Code	JSONL in ~/.claude/projects/<project>/*.jsonl	Stream line-by-line, extract user/assistant messages, skip agent-* subprocess files
Codex	JSONL in ~/.codex/sessions/**/*.jsonl	Line-by-line parsing, extract from session_meta, response_item, and event_msg entries
Copilot CLI	JSONL in ~/.copilot/session-state/*.jsonl	Line-by-line parsing, extract user.message and assistant.message types
Copilot VSCode	JSON in VS Code's workspaceStorage/*/chatSessions/	Parse requests array with message text and response values
Crush	SQLite DB at <project>/crush.db	Query sessions and messages tables directly, parse JSON parts column
OpenCode	Split JSON in ~/.local/share/opencode/storage/	Join session/<hash>/ses_*.json + message/<id>/msg_*.json + part/<id>/*.json
Vibe	JSON in ~/.vibe/logs/session/session_*.json	Parse messages array with role-based content

The normalized Session structure:

@dataclass
class Session:
    id: str              # Unique identifier (usually filename or UUID)
    agent: str           # "claude", "codex", "copilot-cli", "copilot-vscode", "crush", "opencode", "vibe"
    title: str           # Summary or first user message (max 100 chars)
    directory: str       # Working directory where session was created
    timestamp: datetime  # Last modified time
    preview: str         # First 500 chars for preview pane
    content: str         # Full conversation text (» user, ␣␣ assistant)
    message_count: int   # Conversation turns (user + assistant, excludes tool results)
    mtime: float         # File mtime for incremental update detection

What gets indexed:

• User text messages (the actual prompts you typed)
• Assistant text responses

What's excluded from indexing:

• Tool results (file contents, command outputs, API responses)
• Tool use/calls (function invocations)
• Meta messages (system prompts, context summaries)
• Local command outputs (slash commands like /context)

This keeps the index focused on the actual conversation and avoids bloating it with large tool outputs that are rarely useful for search.

Indexing

Incremental updates avoid re-parsing on every launch:

1. Load known sessions from Tantivy index with their mtime values
2. Scan session files, compare mtimes against known values
3. Only parse files where current_mtime > known_mtime + 0.001
4. Detect deleted sessions (in index but not on disk)
5. Apply changes atomically: delete removed, upsert modified

Parallel loading via ThreadPoolExecutor:

with ThreadPoolExecutor(max_workers=len(self.adapters)) as executor:
    futures = {executor.submit(get_incremental, a): a for a in self.adapters}
    for future in as_completed(futures):
        new_or_modified, deleted_ids = future.result()
        self._index.update_sessions(new_or_modified)
        on_progress()  # TUI updates as each adapter completes

Schema versioning: A .schema_version file tracks the index schema. If it doesn't match the code's SCHEMA_VERSION constant, the entire index is deleted and rebuilt. This prevents deserialization errors after upgrades.

Search

Tantivy is a Rust full-text search library (powers Quickwit, similar to Lucene). We use it via tantivy-py.

Fuzzy matching handles typos with edit distance 1 and prefix matching:

for term in query.split():
    fuzzy_title = tantivy.Query.fuzzy_term_query(schema, "title", term, distance=1, prefix=True)
    fuzzy_content = tantivy.Query.fuzzy_term_query(schema, "content", term, distance=1, prefix=True)

    # Term can match in either field (OR), all terms must match (AND)
    term_query = tantivy.Query.boolean_query([
        (tantivy.Occur.Should, fuzzy_title),
        (tantivy.Occur.Should, fuzzy_content),
    ])
    query_parts.append((tantivy.Occur.Must, term_query))

So auth midleware (typo) matches "authentication middleware".

Query lifecycle:

┌─────────────┐   50ms    ┌─────────────┐  background  ┌─────────────┐
│  Keystroke  │ ────────► │  Debounce   │ ───────────► │   Worker    │
└─────────────┘  timer    └─────────────┘   thread     └──────┬──────┘
                                                              │
                          ┌─────────────┐              ┌──────▼──────┐
                          │   Render    │ ◄─────────── │   Tantivy   │
                          │   Table     │   results    │    Query    │
                          └─────────────┘              └─────────────┘

TUI

Streaming results: Sessions appear as each adapter completes, not after all finish.

• Fast path: Index up-to-date → load synchronously, no spinner
• Slow path: Changes detected → spinner, stream results via on_progress() callback

Preview context: When searching, the preview pane jumps to the matching portion:

for term in query.lower().split():
    pos = content.lower().find(term)
    if pos != -1:
        start = max(0, pos - 100)  # Show ~100 chars before match
        preview_text = content[start:start + 1500]
        break

Matching terms are highlighted with Rich's Text.stylize().

Resume Handoff

When you press Enter on a session, fast-resume hands off to the original agent:

# In cli.py after TUI exits
resume_cmd, resume_dir = run_tui(query=query, agent_filter=agent)

if resume_cmd:
    # 1. Change to the session's original working directory
    os.chdir(resume_dir)

    # 2. Replace current process with agent's resume command
    os.execvp(resume_cmd[0], resume_cmd)

os.execvp() replaces the Python process entirely with the agent CLI. This means:

• No subprocess overhead
• Shell history shows claude --resume xyz, not fr
• Agent inherits the correct working directory
• fast-resume process is gone after handoff

Each adapter returns the appropriate command:

Agent	Resume Command	With --yolo
Claude	claude --resume <id>	claude --dangerously-skip-permissions --resume <id>
Codex	codex resume <id>	codex --dangerously-bypass-approvals-and-sandbox resume <id>
Copilot CLI	copilot --resume <id>	copilot --allow-all-tools --allow-all-paths --resume <id>
Copilot VSCode	code <directory>	(no change)
OpenCode	opencode <dir> --session <id>	(no change)
Vibe	vibe --resume <id>	vibe --auto-approve --resume <id>
Crush	crush	(no change)

Performance

Why fast-resume feels instant:

• Tantivy (Rust): Search engine written in Rust, accessed via Python bindings. Handles fuzzy queries over 10k+ sessions in <10ms
• Incremental updates: Only re-parse files where mtime changed. Second launch with no changes: ~50ms total
• Parallel adapters: All adapters run simultaneously in ThreadPoolExecutor. Total time = slowest adapter, not sum
• Debounced search: 50ms debounce prevents wasteful searches while typing
• Background workers: Search runs in thread, UI never blocks
• orjson: Rust-based JSON parsing, ~10x faster than stdlib json
• Streaming results: Sessions appear as each adapter completes, not after all finish

Typical performance on a machine with ~500 sessions:

• Cold start (empty index): ~2s
• Warm start (no changes): ~50ms
• Search query: <10ms

Development

# Clone and setup
git clone https://github.com/angristan/fast-resume.git
cd fast-resume
uv sync

# Run locally
uv run fr

# Install pre-commit hooks
uv run pre-commit install

# Run tests
uv run pytest -v

# Lint and format
uv run ruff check .
uv run ruff format .

Project Structure

fast-resume/
├── src/fast_resume/
│   ├── cli.py              # Click CLI entry point
│   ├── config.py           # Constants, colors, paths
│   ├── index.py            # TantivyIndex - search engine
│   ├── search.py           # SessionSearch - adapter orchestration
│   ├── tui.py              # Textual TUI application
│   ├── assets/             # Agent icons (PNG)
│   └── adapters/
│       ├── base.py         # Session dataclass, AgentAdapter protocol
│       ├── claude.py       # Claude Code adapter
│       ├── codex.py        # Codex CLI adapter
│       ├── copilot.py      # GitHub Copilot CLI adapter
│       ├── copilot_vscode.py # VS Code Copilot Chat adapter
│       ├── crush.py        # Crush adapter
│       ├── opencode.py     # OpenCode adapter
│       └── vibe.py         # Vibe adapter
├── tests/                  # pytest test suite
├── pyproject.toml          # Dependencies and build config
└── README.md

Tech Stack

Component	Library
TUI Framework	Textual
Terminal Formatting	Rich
CLI Framework	Click
Search Engine	Tantivy (via tantivy-py)
JSON Parsing	orjson (fast)
Date Formatting	humanize

Configuration

fast-resume uses sensible defaults and requires no configuration.

To clear the index and rebuild from scratch:

rm -rf ~/.cache/fast-resume/
fr --rebuild

License

MIT