codecast
Stream coding agent sessions (Claude Code, Codex, Gemini CLI, etc.) to a Discord channel in real-time via webhook. Use when invoking coding agents and wanting transparent, observable dev sessions — no black box. Parses Claude Code's stream-json output into clean formatted Discord messages showing tool calls, file writes, bash commands, and results with zero AI token burn. Use when asked to "stream to Discord", "relay agent output", or "make dev sessions visible".
Best use case
codecast is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Stream coding agent sessions (Claude Code, Codex, Gemini CLI, etc.) to a Discord channel in real-time via webhook. Use when invoking coding agents and wanting transparent, observable dev sessions — no black box. Parses Claude Code's stream-json output into clean formatted Discord messages showing tool calls, file writes, bash commands, and results with zero AI token burn. Use when asked to "stream to Discord", "relay agent output", or "make dev sessions visible".
Teams using codecast should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/codecast/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How codecast Compares
| Feature / Agent | codecast | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Stream coding agent sessions (Claude Code, Codex, Gemini CLI, etc.) to a Discord channel in real-time via webhook. Use when invoking coding agents and wanting transparent, observable dev sessions — no black box. Parses Claude Code's stream-json output into clean formatted Discord messages showing tool calls, file writes, bash commands, and results with zero AI token burn. Use when asked to "stream to Discord", "relay agent output", or "make dev sessions visible".
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
Related Guides
Cursor vs Codex for AI Workflows
Compare Cursor and Codex for AI coding workflows, repository assistance, debugging, refactoring, and reusable developer skills.
AI Agents for Coding
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SKILL.md Source
# Codecast
Live-stream coding agent sessions to Discord. Zero AI tokens burned.
## Setup
First-time setup: see [references/setup.md](references/setup.md) for webhook creation, unbuffer install, bot token, and smoke test.
## Invocation
Launch with `exec background:true`. Background exec sessions survive agent turns and OpenClaw fires `notifyOnExit` automatically when the process ends.
```bash
exec background:true command:"{baseDir}/scripts/dev-relay.sh -w ~/projects/myapp -- claude -p --dangerously-skip-permissions --output-format stream-json --verbose 'Your task here'"
```
Note the session ID from the response — use it to monitor via `process`.
### Options
| Flag | Description | Default |
|------|------------|---------|
| `-w <dir>` | Working directory | Current dir |
| `-t <sec>` | Timeout | 1800 |
| `-h <sec>` | Hang threshold | 120 |
| `-n <name>` | Agent display name | Auto-detected |
| `-r <n>` | Rate limit (posts/60s) | 25 |
| `--thread` | Post into a Discord thread | Off |
| `--skip-reads` | Hide Read tool events | Off |
| `--review <url>` | PR review mode | — |
| `--parallel <file>` | Parallel tasks mode | — |
| `--resume <dir>` | Replay session | — |
For PR review, parallel tasks, Discord bridge, and Codex structured output: see [references/advanced-modes.md](references/advanced-modes.md).
## Agent Launch Checklist
1. **Start background session** → note session ID and PID from response
2. **Post to dev channel** → announce agent name, workdir, task
3. **Write breadcrumb** for completion routing:
```bash
echo '{"channel":"<invoking-channel-id>","relayDir":"<relay-dir>","pid":<PID>}' > /tmp/codecast-pending-<PID>.json
```
4. **Log to daily memory** → session ID, relay dir, invoking channel
The breadcrumb file tells the heartbeat precheck where to post results when the session completes. It auto-detects completion by checking if the PID is still alive.
That's it. When the process ends, OpenClaw's `notifyOnExit` fires a system event + heartbeat request. The heartbeat handler reads the result from the relay dir's `stream.jsonl` and posts to the invoking channel.
## Completion Detection
OpenClaw handles this natively:
- `tools.exec.notifyOnExit: true` (default) — system event + heartbeat on process exit
- Heartbeat precheck script detects completed sessions via `/tmp/dev-relay-sessions/`
- No cron watcher needed
**Backup:** Append this to the inner agent's prompt for an additional signal:
```
When completely finished, run: openclaw system event --text "Done: <brief summary>" --mode now
```
## Monitoring
```
process poll sessionId:<id> # Check status
process log sessionId:<id> # View recent output
process kill sessionId:<id> # Stop session
```
## Agent Support
| Agent | Output Mode | Status |
|-------|------------|--------|
| Claude Code | stream-json | Full support |
| Codex | --json JSONL | Full support |
| Any CLI | Raw ANSI | Basic support |
## Session Tracking
- **Active sessions:** `/tmp/dev-relay-sessions/<PID>.json` (auto-removed on end)
- **Event logs:** `/tmp/dev-relay.XXXXXX/stream.jsonl` (7-day auto-cleanup)
- **Interactive input:** `process submit sessionId:<id> data:"message"`
## Reference Docs
- [Setup guide](references/setup.md) — first-time install, webhook, bot token
- [Advanced modes](references/advanced-modes.md) — PR review, parallel tasks, Discord bridge, Codex
- [Discord output](references/discord-output.md) — message formats, architecture, env vars, troubleshootingRelated Skills
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