Fiction prose analysis — catch weak verbs, repetition, clichés, passive voice, and other craft issues in manuscripts
IronProse analyzes fiction prose for craft-level issues that weaken storytelling: repetition, weak verbs, passive voice, clichés, adverb overuse, show-don't-tell violations, and 100+ other rules tuned for creative writing.
# Install via npm (recommended)
npx ironprose --help
# Or install via cargo
cargo install ironprose-cli
# Full analysis — JSON is the only stable output format
ironprose analyze --file chapter-07.md --output json
# Pipe from stdin
cat draft.md | ironprose analyze --output json
# Raw JSON passthrough — zero translation loss, full API control
ironprose analyze \
--json '{"text":"The dark night was very dark."}' \
--output json
# Scores only — minimizes output tokens
ironprose analyze --file chapter-07.md --output json --score-only
ironprose schema analyze # see request/response shapes
ironprose schema rate # see rating payload schema
ironprose schema # dump full OpenAPI spec
# Did the rewrite improve the prose?
ironprose compare \
--original-file draft_v1.md \
--revised-file draft_v2.md \
--output json
pbpaste | ironprose analyze --output json
After analyzing text, rate any diagnostics that seem off. This directly improves the engine's calibration.
# JSON passthrough — preferred for agents
ironprose rate \
--json '{"rule":"repetition","rating":"false_positive","diagnostic_id":"d-001","context":"Intentional repetition"}'
# Convenience flags — for humans or simple ratings
ironprose rate \
--rule repetition \
--rating false_positive \
--diagnostic-id d-001 \
--context "Intentional repetition for emphasis"
# Introspect the rate schema first
ironprose schema rate
Rules for rating:
--diagnostic-id when available (from the analyze response)false_positive when the flagged issue isn't actually presentnot_helpful when the issue exists but isn't worth flagginghelpful to confirm good diagnosticsAgents should use ironprose <command> --help to introspect exact arguments and flags for a specific command instead of relying purely on this document.
ironproseIronProse CLI — prose analysis tools for writers
Usage: ironprose [OPTIONS] <COMMAND>
Commands:
analyze Analyze prose text for style, grammar, and craft issues
compare Compare original and revised text
list-rules List all available analysis rules
schema Dump the API schema for an endpoint (agent introspection)
rate Rate a diagnostic as helpful, not_helpful, or false_positive
help Print this message or the help of the given subcommand(s)
Options:
--api-url <API_URL> IronProse API base URL [env: IRONPROSE_API_URL=] [default: https://prose-mcp.fly.dev]
--api-key <API_KEY> API key for authenticated access (optional, free tier available) [env: IRONPROSE_API_KEY=]
-h, --help Print help
-V, --version Print version
| Variable | Description | Default |
|---|---|---|
IRONPROSE_API_URL | API base URL | https://prose-mcp.fly.dev |
IRONPROSE_API_KEY | API key for authenticated access | free tier (5000 words) |
ZIP package — ready to use