Justin Poehnelt

Ironprose

內容創作v1.0.2
作者:Justin Poehnelt更新於 2026-05-11共 3 個版本 · 最新版本釋出於 2026-03-07ironprose@clawhub_jpoehnelt/ironprose
內容改寫

據 AlphaMoat 統計,截至 2026-09,Ironprose 累計下載 866 次、獲 0 個星標,在全部 5,078 個 AI 技能中排名第 5,070 位,在「內容創作」分類(362 個)中排名第 359 位。

累計安裝
123
累計下載
866
星標
-
全站排名
#5,070
全站前 100% · 「內容創作」前 100%
平台累計安裝累計下載星標評論
ClawHub ↗20866--
SkillHub ↗123832-—

各平台的計數口徑不同,統計時間不一致。

這個技能是做什麼的

主文建議使用 JSON 輸出以便穩定解析,還提供規則檢視、介面 schema 檢查和對診斷反饋評分的命令。CLI 預設會把稿件文字傳送到配置的遠端 API;不要提交機密、未發表、受監管或客戶所有的文字,除非已確認端點的隱私和保留條款。

資料釋出於 2026-10-29

可以用來做什麼

  • 檢查小說稿件的寫作風格診斷
  • 比較原稿和修訂稿的分析結果
  • 檢視分析規則或診斷評分 schema

什麼時候用

  • 使用者明確要求分析適當分享的虛構稿件,並確認遠端端點的資料處理條款可接受時

示例提示詞

以下是根據技能文件生成的示例,不代表實際執行結果。

不上傳稿件,說明如何在本地審閱分析規則和輸出格式。
將未發表的客戶稿件提交給遠端服務前,列出必須確認的隱私與保留條件。

月度資料趨勢

累計下載866
2595859112026-03 · 累計下載 3042026-05 · 累計下載 4762026-06 · 累計下載 5592026-07 · 累計下載 7222026-08 · 累計下載 7862026-09 · 累計下載 86626-0326-09
星標-
0112026-03 · 星標 -2026-05 · 星標 -2026-06 · 星標 -2026-07 · 星標 -2026-08 · 星標 -2026-09 · 星標 -26-0326-09

2026-09 起統計方法調整:同名技能按作者分別統計,並覆蓋全部技能。圖中虛線為調整前的月份,與之後的資料不直接比較,也不計算跨越調整的增長。

月份累計下載環比星標
2026-09866—-
2026-08786+8.9%-
2026-07722+29.2%-
2026-06559+17.4%-
2026-05476—-
2026-03304—-

SKILL.md 原文

以下是作者釋出的原始檔案,按純文字顯示,本站未做修改或稽核;其中的連結不可點選,命令請核實後再執行。抓取於 2026-10-23。

3.9 KB · ClawHub v1.0.2
---
name: ironprose
description: Fiction prose analysis — catch weak verbs, repetition, clichés, passive voice, and other craft issues in manuscripts
metadata:
  {
    "openclaw":
      {
        "homepage": "https://github.com/benchcutlogic/ironprose-cli",
        "requires": { "bins": ["ironprose"] },
      },
展開全部(共 134 行)
  }
---

# IronProse CLI — Fiction Writing Assistant

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.

## Installation

```bash
# Install via npm (recommended)
npx ironprose --help

# Or install via cargo
cargo install ironprose-cli
```

## Common Workflows

### Analyze prose (always use JSON output)

```bash
# 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
```

### Schema introspection — discover before you call

```bash
ironprose schema analyze   # see request/response shapes
ironprose schema rate      # see rating payload schema
ironprose schema           # dump full OpenAPI spec
```

### Compare drafts

```bash
# Did the rewrite improve the prose?
ironprose compare \
  --original-file draft_v1.md \
  --revised-file draft_v2.md \
  --output json
```

### Pipe from editor / stdin

```bash
pbpaste | ironprose analyze --output json
```

### Rate diagnostics you disagree with

After analyzing text, rate any diagnostics that seem off. This directly
improves the engine's calibration.

```bash
# 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:**

- Always include `--diagnostic-id` when available (from the analyze response)
- Use `false_positive` when the flagged issue isn't actually present
- Use `not_helpful` when the issue exists but isn't worth flagging
- Use `helpful` to confirm good diagnostics

## CLI Reference

Agents should use `ironprose <command> --help` to introspect exact arguments and flags for a specific command instead of relying purely on this document.

### `ironprose`

```
IronProse 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
```

## Environment Variables

| 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)      |

「內容創作」分類下的熱門技能

資料月份:2026-09 · 下載/星標/安裝數聚合自公開技能註冊庫(ClawHub、SkillHub),按月更新。口徑說明見資料方法。