Justin Poehnelt

Ironprose

内容创作v1.0.2
作者:Justin Poehnelt更新于 2026-05-11共 3 个版本 · 最新版本发布于 2026-03-07ironprose@clawhub_jpoehnelt/ironprose
内容改写

据 AlphaMoat 统计,截至 2026-09,Ironprose 累计下载 866 次、获 0 个星标,在全部 5,078 个 AI 技能中排名第 5,070 位,在「内容创作」分类(362 个)中排名第 359 位。

累计安装
123
累计下载
866
星标
-
全站排名
#5,070
全站前 100% · 「内容创作」前 100%
平台累计安装累计下载星标评论
ClawHub ↗20866--
SkillHub ↗123832-—

各平台的计数口径不同,统计时间不一致。

这个技能是做什么的

主文建议使用 JSON 输出以便稳定解析,还提供规则查看、接口 schema 检查和对诊断反馈评分的命令。CLI 默认会把稿件文本发送到配置的远程 API;不要提交机密、未发表、受监管或客户所有的文本,除非已确认端点的隐私和保留条款。

资料发布于 2026-10-29

可以用来做什么

  • 检查小说稿件的写作风格诊断
  • 比较原稿和修订稿的分析结果
  • 查看分析规则或诊断评分 schema

什么时候用

  • 用户明确要求分析适当分享的虚构稿件,并确认远程端点的数据处理条款可接受时

示例提示词

以下是根据技能文档生成的示例,不代表实际运行结果。

不上传稿件,说明如何在本地审阅分析规则和输出格式。
将未发表的客户稿件提交给远程服务前,列出必须确认的隐私与保留条件。

月度数据趋势

累计下载866
2595859112026-03 · 累计下载 3042026-05 · 累计下载 4762026-06 · 累计下载 5592026-07 · 累计下载 7222026-08 · 累计下载 7862026-09 · 累计下载 86626-0326-09
星标-
0112026-03 · 星标 -2026-05 · 星标 -2026-06 · 星标 -2026-07 · 星标 -2026-08 · 星标 -2026-09 · 星标 -26-0326-09

2026-09 起统计方法调整:同名技能按作者分别统计,并覆盖全部技能。图中虚线为调整前的月份,与之后的数据不直接比较,也不计算跨越调整的增长。

月份累计下载环比星标
2026-09866—-
2026-08786+8.9%-
2026-07722+29.2%-
2026-06559+17.4%-
2026-05476—-
2026-03304—-

SKILL.md 原文

以下是作者发布的原始文件,按纯文本显示,本站未做修改或审核;其中的链接不可点击,命令请核实后再运行。抓取于 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"] },
      },
展开全部(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)      |

「内容创作」分类下的热门技能

数据月份:2026-09 · 下载/星标/安装数聚合自公开技能注册库(ClawHub、SkillHub),按月更新。口径说明见数据方法。