Sessions

A session is a continuous sequence of events: a conversation with an AI agent, including tool calls, thinking, and responses. Sessions provide audit trails, enable resumption, and persist as markdown files.

Architecture

Sessions follow Crucible’s “plaintext first” philosophy:

Markdown is truth — Each session saves as a markdown file
Daemon manages state — the daemon tracks active sessions via RPC
Resume anytime — Pick up previous sessions with cru session open

Daemon Integration

Sessions are managed by the daemon (cru daemon serve):

┌─────────────────┐         ┌─────────────────────┐
│ cru chat        │◄───────►│ cru daemon serve    │
│                 │ JSON-RPC│                     │
│ TUI/CLI client  │         │ SessionManager      │
│                 │         │ AgentManager        │
└─────────────────┘         └─────────────────────┘

RPC Methods:

session.create — Start new session
session.list — List all sessions
session.get — Get session details
session.load — Load a persisted session from storage into daemon memory
session.pause — Pause a running session
session.unpause — Unpause a paused session (programmatic, no TUI)
session.resume — Resume a session in the TUI (interactive)
session.end — End session
session.send_message — Send a message and stream the response
session.configure_agent — Configure the agent for a session
session.subscribe / session.unsubscribe — Event streaming
session.archive — Archive a session (remove from active list)
session.unarchive — Restore an archived session to active
session.delete — Permanently delete a session

CLI naming vs RPC methods: The daemon RPC methods are session.resume (open in TUI) and session.unpause (reactivate programmatically). The CLI commands use clearer names: cru session open maps to session.resume, and cru session resume maps to session.unpause. The old cru session unpause still works as a deprecated alias. Scripts should use cru session resume; humans picking up a conversation should use cru session open.

Session Storage

Sessions are saved to your kiln’s sessions directory. Session IDs follow the format chat-YYYYMMDD-HHMM-xxxx (e.g., chat-20250102-1430-a1b2).

~/your-workspace/sessions/
├── chat-20250102-1430-a1b2.jsonl
├── chat-20250121-0900-c3d4.jsonl
└── ...

Session Log Format

Sessions are readable markdown when exported:

---
session_id: chat-20250102-1430-a1b2
workspace: /home/user/project
model: claude-3-5-sonnet
started: 2025-01-02T14:30:00Z
---

# Chat Session

## User
Find all notes tagged #project and summarize them

## Assistant
I'll search for notes with the project tag.

### Tool Call: search_by_tags
```json
{"tags": ["project"]}

Tool Result

Found 12 notes matching #project.

Let me read through these and create a summary…

User

Tell me more about Project Beta

## CLI Commands

Crucible provides a full set of session subcommands. They split into two groups: **user-facing** commands for everyday use, and **daemon** commands for programmatic session control.

### User-Facing Commands

#### List Sessions

```bash
cru session list

Shows recent sessions with ID, workspace, and timestamp.

Search Sessions

cru session search "rust"

Search sessions by title or content.

Show Session Details

cru session show chat-20250102-1430-a1b2

Display details for a specific session, including model, message count, and timestamps.

Open a Session (Interactive TUI)

cru session open chat-20250102-1430-a1b2

Opens the session in the interactive TUI. The conversation history loads and you can continue chatting. This is the command humans use to pick up where they left off.

Export Session

cru session export chat-20250102-1430-a1b2 -o session.md

Export a session to a standalone markdown file.

Reindex Sessions

cru session reindex

Rebuild the session index from JSONL files on disk. Useful after manual edits or recovery.

Cleanup Old Sessions

cru session cleanup

Remove old or orphaned sessions.

Daemon Commands

These commands control sessions at the daemon level. They’re designed for scripts, automation, and multi-client workflows rather than interactive use.

Create a Session

cru session create                        # Basic creation
cru session create --agent claude         # With agent profile
cru session create --title "Auth refactor" --workspace /path/to/project
ID=$(cru session create -q)               # Capture session ID for scripting
cru session create -f json                # Structured JSON output

Create a new daemon session. The -q/--quiet flag prints only the session ID, which is handy for capturing in shell variables. Use --title to give the session a human-readable name and --workspace to pin it to a specific project directory.

Pause a Session

cru session pause chat-20250102-1430-a1b2

Pause a running daemon session. The session stays in memory but stops processing.

Resume a Session (Daemon)

cru session resume chat-20250102-1430-a1b2

Reactivate a paused daemon session without opening a TUI. Use this in scripts and automation workflows. For interactive use, prefer cru session open instead. The old cru session unpause still works as a deprecated alias.

End a Session

cru session end chat-20250102-1430-a1b2

End a daemon session. The session is finalized and persisted.

Send a Message

cru session send chat-20250102-1430-a1b2 "Analyze the auth module"
# Or with env var:
CRU_SESSION=chat-20250102-1430-a1b2 cru session send "Analyze the auth module"
# Or pipe from stdin:
echo "Analyze the auth module" | cru session send chat-20250102-1430-a1b2

Send a message to a session and stream the response. Both the session ID and message are positional arguments. If you set CRU_SESSION, you can omit the ID entirely.

Configure Agent

cru session configure chat-20250102-1430-a1b2 -p openai -m gpt-4o

Configure the agent backend for a session: provider, model, and endpoint. For runtime parameter tweaks (temperature, thinking budget), use cru set instead:

cru set chat-20250102-1430-a1b2 temperature=0.7

Load a Session

cru session load chat-20250102-1430-a1b2

Load a persisted session from storage into daemon memory. This doesn’t open a TUI; it just makes the session available for daemon operations like send, pause, or configure.

Scripting Patterns

A full programmatic lifecycle, start to finish:

# Create, configure, use, and tear down a session
ID=$(cru session create -q --title "Code review" --agent claude)
cru session configure "$ID" -p anthropic -m claude-sonnet-4-20250514
cru session send "$ID" "Review the auth module for security issues"
cru session pause "$ID"
# ... later ...
cru session resume "$ID"
cru session send "$ID" "Now check the database layer"
cru session end "$ID"

All lifecycle commands accept -f json for structured output, which pairs well with jq:

cru session pause "$ID" -f json | jq .previous_state
cru session list -f json | jq '.sessions[].session_id'
cru session search "auth" -f json | jq '.[].session_id'

Environment Variables

Variable	Purpose
`CRU_SESSION`	Default session ID for `send` and `cru set` when no positional ID is given

Start a New Chat

cru chat                     # Auto-creates a new session

Running cru chat starts a fresh session. If there’s a recent session for the current workspace, it may auto-resume.

In-TUI Session Management

Resume on Send

When you start cru chat, if there’s a recent session for the current workspace, it auto-resumes. Your first message continues the previous conversation.

Switch Sessions

Use the :session command:

:session list              # Show available sessions
:session new               # Start fresh session

Session Archiving

Sessions have two states: active and archived. Active sessions appear in session.list by default. Archived sessions are hidden unless you explicitly ask for them.

Active vs Archived

	Active	Archived
Visible in `session.list`	Yes	Only with `include_archived: true`
Can receive messages	Yes	No (must unarchive first)
Counts toward “recent sessions”	Yes	No
Data preserved	Yes	Yes
Can be resumed	Yes	Yes (after unarchive)

Archiving doesn’t delete anything. It moves the session out of the active view so your session list stays manageable. Unarchive brings it back.

Manual Archive and Unarchive

Use the session.archive and session.unarchive RPC methods. Both require session_id and kiln parameters:

# Archive a session
cru session archive chat-20250102-1430-a1b2

# Unarchive it later
cru session unarchive chat-20250102-1430-a1b2

Deleting Sessions

To permanently remove a session, use session.delete. This cleans up both the daemon state and the agent resources. Requires session_id and kiln parameters:

cru session delete chat-20250102-1430-a1b2

Deletion is irreversible. The session’s JSONL file and any associated daemon state are removed.

Listing Archived Sessions

By default, session.list only returns active sessions. Pass include_archived: true to see everything:

cru session list --all    # includes archived sessions

Auto-Archive

The daemon automatically archives stale sessions. A background sweep runs every 30 minutes, checking for sessions that have been inactive (no messages, no subscribers) beyond a configurable threshold.

Default threshold: 72 hours of inactivity.

Configure it in ~/.config/crucible/config.toml:

[server]
auto_archive_hours = 72    # default; set to 0 to disable

The sweep skips sessions that have active subscribers (connected clients). It also re-checks activity timestamps before archiving to avoid race conditions where a session receives new activity between the staleness check and the archive operation.

Auto-archived sessions can be unarchived at any time. No data is lost.

Session Configuration

Session behavior is configured through the [chat] section in ~/.config/crucible/config.toml. The daemon manages session persistence automatically; sessions always save to your kiln’s sessions/ directory.

[chat]
# Default chat model (can be overridden per session)
# model = "llama3.2"

# Enable markdown rendering in terminal output
enable_markdown = true

# Show thinking/reasoning tokens from models that support it
# show_thinking = false

Agent Configuration per Session

Each session tracks agent configuration:

Model — LLM model (e.g., claude-3-5-sonnet, gpt-4o)
Thinking Budget — Token budget for extended thinking
Temperature — Response randomness
Tools — Available MCP tools

Change mid-session via :set or :model:

:set model claude-3-5-sonnet
:set thinkingbudget 8000
:model gpt-4o                   # Opens model picker

Changes persist for the session and sync across connected clients.

Events

Sessions emit events that can be subscribed to via RPC:

Event	Description
`stream_start`	Response streaming begins
`stream_chunk`	Text chunk received
`stream_end`	Response complete
`tool_call`	Tool invocation
`tool_result`	Tool completed
`thinking`	Thinking/reasoning tokens
`error`	Error occurred

Subscribe from external tools:

cru session subscribe <session-id>