name: cli-for-agents description: >- Designs or reviews CLIs so coding agents can run them reliably: non-interactive flags, layered --help with examples, stdin/pipelines, fast actionable errors, idempotency, dry-run, and predictable structure. Use when building a CLI, adding commands, writing --help, or when the user mentions agents, terminals, or automation-friendly CLIs.

CLI for agents

Human-oriented CLIs often block agents: interactive prompts, huge upfront docs, and help text without copy-pasteable examples. Prefer patterns that work headlessly and compose in pipelines.

Non-interactive first

• Every input should be expressible as a flag or flag value. Do not require arrow keys, menus, or timed prompts.
• If flags are missing, then fall back to interactive mode—not the other way around.

Bad: mycli deploy → ? Which environment? (use arrow keys) Good: mycli deploy --env staging

Discoverability without dumping context

• Agents discover subcommands incrementally: mycli, then mycli deploy --help. Do not print the entire manual on every run.
• Let each subcommand own its documentation so unused commands stay out of context.

--help that works

• Every subcommand has --help.
• Every --help includes Examples with real invocations. Examples do more than prose for pattern-matching.

Options:
  --env     Target environment (staging, production)
  --tag     Image tag (default: latest)
  --force   Skip confirmation

Examples:
  mycli deploy --env staging
  mycli deploy --env production --tag v1.2.3
  mycli deploy --env staging --force

stdin, flags, and pipelines

• Accept stdin where it makes sense (e.g. cat config.json | mycli config import --stdin).
• Avoid odd positional ordering and avoid falling back to interactive prompts for missing values.
• Support chaining: mycli deploy --env staging --tag $(mycli build --output tag-only).

Fail fast with actionable errors

• On missing required flags: exit immediately with a clear message and a correct example invocation, not a hang.

Error: No image tag specified.
  mycli deploy --env staging --tag <image-tag>
  Available tags: mycli build list --output tags

Idempotency

• Agents retry often. The same successful command run twice should be safe (no-op or explicit "already done"), not duplicate side effects.

Destructive actions

• Add --dry-run (or equivalent) so agents can preview plans before committing.
• Offer --yes / --force to skip confirmations while keeping the safe default for humans.

Predictable structure

• Use a consistent pattern everywhere, e.g. resource + verb: if mycli service list exists, mycli deploy list and mycli config list should follow the same shape.

Success output

• On success, return machine-useful data: IDs, URLs, durations. Plain text is fine; avoid relying on decorative output alone.

deployed v1.2.3 to staging
url: https://staging.myapp.com
deploy_id: dep_abc123
duration: 34s

When reviewing an existing CLI

• Check: non-interactive path, layered help, examples on --help, stdin/pipeline story, error messages with invocations, idempotency, dry-run, confirmation bypass flags, consistent command structure, structured success output.

Applying to lw CLI

Concrete rules for this project:

Command structure: lw <verb> [args] [flags]

lw init [--root <path>]
lw query <text> [--tag X] [--category X] [--stale] [--format json|human|brief] [--limit N]
lw ingest <source> [--title X] [--category X] [--raw-type X] [--yes]
lw serve [--root <path>]

Non-interactive mode

• lw ingest --yes skips all Y/n prompts (agent mode)
• lw ingest without --yes falls back to interactive prompts (human mode)
• All flags that replace interactive input: --title, --category, --tags

Output contract

• --format json always produces valid JSON to stdout, nothing else
• --format human is the default, for terminal display
• --format brief is one-line-per-result, for piping
• Errors go to stderr, never stdout
• Exit code 0 = success, 1 = error, 2 = no results

Piping

# Ingest from stdin
cat notes.md | lw ingest --stdin --title "Meeting Notes" --category ops --yes

# Chain: search → read
lw query "attention" --format brief | head -1 | cut -f1 | xargs lw read

# JSON processing
lw query "transformer" --format json | jq '.results[].path'

Help examples on every subcommand

$ lw query --help

Search wiki pages

Usage: lw query <TEXT> [OPTIONS]

Arguments:
  <TEXT>  Search text

Options:
  --tag <TAG>          Filter by tag (repeatable)
  --category <CAT>     Filter by category
  --stale              Only show stale/suspect pages
  -f, --format <FMT>   Output format [default: human] [possible values: json, human, brief]
  -l, --limit <N>      Max results [default: 20]

Examples:
  lw query "attention mechanism"
  lw query "transformer" --tag architecture --format json
  lw query "" --tag training --category training
  lw query "gpu" --stale --format brief

Error messages with fix hints

Error: Not a wiki directory: /tmp/foo (missing .lw/schema.toml)
  Run: lw init --root /tmp/foo

Error: Category 'ml' not found in schema.
  Available: architecture, training, infra, tools, product, ops
  Run: lw query --help

Error: Source file not found: paper.pdf
  Usage: lw ingest <path-to-file> [--raw-type papers]