Shellflow Playbook Authoring
Overview
Shellflow playbooks are standard bash scripts with comment markers that split execution into sequential local and remote blocks.
The agent should generate normal shell code first, then apply Shellflow-specific rules for block boundaries, shared prelude handling, remote host selection, and cross-block data passing.
When to Use
Use this skill when:
- Writing a new Shellflow playbook.
- Refactoring an existing bash script into
# @LOCALand# @REMOTEblocks. - Reviewing whether a script actually matches Shellflow's parser and execution model.
- Explaining why a Shellflow script behaves differently from a single long-running shell session.
Do not use this skill for:
- Generic bash scripting unrelated to Shellflow.
- Arbitrary SSH orchestration syntax that Shellflow does not parse.
- Multi-host fan-out or non-bash execution models.
Core Rules
1. Write a normal bash script
- Use a regular
.shfile. - Keep the shebang at the top when it helps editors and humans, for example
#!/bin/bash. - Put shell options such as
set -euo pipefailnear the top if every block should inherit them.
2. Use only supported block markers
Shellflow recognizes these standalone marker lines:
# @LOCAL# @REMOTE <ssh-host>
Rules:
- Markers must appear on their own line as comments.
@REMOTEmust include exactly one host argument.- Marker names are uppercase in current Shellflow usage.
- Unknown markers fail parsing.
Good:
# @LOCAL
echo "build locally"
# @REMOTE staging
uname -aBad:
# @remote staging
uname -a
echo "# @LOCAL"3. Treat everything before the first marker as shared prelude
Lines before the first marker are prepended to every executable block.
This area is appropriate for:
- Shebangs
- Shell safety flags such as
set -euo pipefail - Small helper functions
- Shared constants that should exist in every block
This area is not appropriate for one-time side effects, because they will run once per block:
cd some/direcho "starting deployment"export BUILD_ID=$(date +%s)when you expect a single shared value- Any command that should happen only once
Good:
#!/bin/bash
set -euo pipefail
log() {
printf '[shellflow] %s\n' "$*"
}
# @LOCAL
log "building"Bad:
#!/bin/bash
cd /srv/app
# @LOCAL
pwd
# @REMOTE staging
pwdWhy it is bad: the cd /srv/app line becomes part of every block, including remote blocks.
4. Use block directives for timeout, retry, and exports
Block directives must appear immediately after the # @LOCAL or # @REMOTE <host> marker, before any command lines. They configure execution behavior for that specific block.
Timeout Directive
# @TIMEOUT <seconds> - Abort the block if it exceeds the specified duration.
# @LOCAL
# @TIMEOUT 30
sleep 60Retry Directive
# @RETRY <count> - Retry the block up to N times on failure (0 means no retry).
# @LOCAL
# @RETRY 3
curl -f https://api.example.com/healthExport Directive
# @EXPORT NAME=source - Capture a value from the block result and pass it to subsequent blocks as an environment variable.
Valid sources:
stdout- The block's standard outputstderr- The block's standard erroroutput- Combined stdout and stderrexit_code- The block's exit code (as string)
# @LOCAL
# @EXPORT BUILD_ID=stdout
echo "build-$(date +%s)"
# @LOCAL
echo "Building: $BUILD_ID"You can use multiple exports in a single block:
# @LOCAL
# @EXPORT STATUS_CODE=exit_code
# @EXPORT RESPONSE=stdout
curl -s -w "%{http_code}" -o response.txt https://api.example.comShell Directive
# @SHELL <shell> - Specify the shell to use for executing this block.
Use this when targeting remote hosts that use a non-bash default shell (e.g., zsh).
# @REMOTE zsh-server
# @SHELL zsh
# zsh-specific commands now work
reload
compdefWithout @SHELL, Shellflow defaults to bash for all remote blocks.
5. Assume every block runs in a fresh shell
Each block is isolated.
Do not assume these persist into the next block:
- Current working directory
- Shell variables
exportvalues- Aliases
- Functions defined inside a block
- Shell options set inside a block
Write each block so it can run independently.
Good:
# @LOCAL
cd /tmp
artifact=$(mktemp)
printf 'ready' > "$artifact"
echo "$artifact"
# @LOCAL
artifact="$SHELLFLOW_LAST_OUTPUT"
test -f "$artifact"
cat "$artifact"Bad:
# @LOCAL
cd /tmp
artifact=$(mktemp)
# @LOCAL
printf 'ready' > "$artifact"
pwdWhy it is bad: artifact and the working directory do not persist.
6. Use SHELLFLOW_LAST_OUTPUT for explicit handoff
Shellflow passes the previous block's combined output into the next block as SHELLFLOW_LAST_OUTPUT.
Guidelines:
- Prefer passing a single path, ID, or compact value.
- Quote it when reading:
"$SHELLFLOW_LAST_OUTPUT". - If the previous block prints multiple lines, expect a multi-line string.
- Do not treat it as structured JSON unless you intentionally emitted JSON in the previous block.
Good:
# @LOCAL
echo "/tmp/release.tar.gz"
# @REMOTE staging
tar -tf "$SHELLFLOW_LAST_OUTPUT" >/dev/nullBetter for structured data:
# @LOCAL
python - <<'PY'
import json
print(json.dumps({"release": "2026.03.15"}))
PY
# @LOCAL
python - <<'PY'
import json
import os
payload = json.loads(os.environ["SHELLFLOW_LAST_OUTPUT"])
print(payload["release"])
PY7. Use SSH config host aliases, not ad-hoc targets
# @REMOTE <ssh-host> should point to a host that resolves through SSH config.
Prefer:
# @REMOTE staging# @REMOTE production-app
Avoid assuming Shellflow accepts any arbitrary free-form destination unless it is resolvable by the SSH config in use.
If a remote host is unknown, Shellflow fails before execution.
8. Keep blocks self-contained and fail-fast
Shellflow runs blocks in order and stops on the first failure.
Write blocks so that:
- Preconditions are checked inside the block that needs them.
- Cleanup is local to the block when necessary.
- Output is intentional and not noisy when later blocks depend on it.
Prefer this:
# @REMOTE staging
cd /srv/app
test -f docker-compose.yml
docker compose pull
docker compose up -dOver this:
# @REMOTE staging
cd /srv/app
# @REMOTE staging
docker compose pull
docker compose up -dWhy: the second block cannot rely on the first block's cd.
9. CLI Options and Output Modes
Shellflow provides several CLI options for different use cases:
Basic Options
shellflow run script.sh # Run a script
shellflow run script.sh -v # Run with verbose output
shellflow run script.sh --dry-run # Preview execution plan without runningStructured Output
shellflow run script.sh --json # Single JSON report
shellflow run script.sh --jsonl # Streaming JSON Lines events--json: Outputs a single JSON object with the complete run report--jsonl: Outputs one JSON object per event (run_started, block_started, block_finished, run_finished)
Execution Control
shellflow run script.sh --no-input # Non-interactive mode (stdin closed)
shellflow run script.sh --ssh-config /path/to/config # Custom SSH config--no-input: Closes stdin before running blocks; useful for automation--ssh-config: Override the default SSH config path (~/.ssh/config)
Audit Logging
shellflow run script.sh --audit-log audit.jsonl --jsonlThe --audit-log option writes redacted JSON Lines events to a file. Secret-like exports (containing TOKEN, SECRET, or PASSWORD in the name) are automatically redacted to [REDACTED].
10. Exit Codes
Shellflow returns distinct exit codes for different failure types:
0: Success1: General execution failure2: Parse failure (invalid script syntax)3: SSH config failure (host not found)4: Timeout failure (block exceeded timeout)
Authoring Checklist
Before returning a Shellflow playbook, verify that:
- The script is valid bash without custom DSL syntax.
- Only
# @LOCAL,# @REMOTE <host>, and block directives (# @TIMEOUT,# @RETRY,# @EXPORT,# @SHELL) are used. - Block directives appear immediately after the block marker, before any commands.
- Anything before the first marker is safe to repeat for every block.
- Every block can run independently in a fresh shell.
- Cross-block data uses
SHELLFLOW_LAST_OUTPUTor@EXPORTexplicitly. - Remote targets match the intended SSH host aliases.
- Commands that should happen once are not accidentally placed in the shared prelude.
- Export sources are valid (stdout, stderr, output, exit_code).
Reference Example
#!/bin/bash
set -euo pipefail
log() {
printf '[deploy] %s\n' "$*"
}
# @LOCAL
# @EXPORT BUILD_ID=stdout
log "building artifact"
build_id="build-$(date +%Y%m%d%H%M%S)"
echo "$build_id"
# @LOCAL
# @TIMEOUT 60
# @RETRY 2
log "deploying to staging"
echo "Deploying $BUILD_ID to staging"
# @REMOTE staging
# @EXPORT DEPLOYED_HOST=stdout
log "receiving deployment"
hostname
# @LOCAL
log "deployed to: $DEPLOYED_HOST"
log "build $BUILD_ID complete"Common Mistakes
- Putting one-time commands before the first marker, then being surprised when they run for every block.
- Expecting
cd,export, or local shell variables from one block to exist in the next block. - Using an undefined remote host alias.
- Placing block directives after commands instead of immediately after the marker.
- Using invalid export sources (not stdout, stderr, output, or exit_code).
- Forgetting that
@SHELLmust be specified before any commands in the block. - Forgetting that
@RETRY 0means no retry attempts. - Using
@TIMEOUTwith values too small for normal operation. - Printing extra debug output from a block whose output is consumed by the next block via
@EXPORT. - Forgetting to quote
"$SHELLFLOW_LAST_OUTPUT". - Treating Shellflow as a persistent session instead of sequential isolated shells.