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Content Gen · guangshu100 | DecimalAI

sales supportby guangshu100

Content Gen

guangshu100/content_gen

Source guangshu100/bidmaster-pro ↗License AGPL-3.0

正文生成(四模式)

NewMaintained

Automatic

Writing & Editing pack

Last verified 9/29/2026

What it changes

Passed 11 of 22 test cases with the skill, and 13 of 22 without it.

Without skill60%

With skill50%

Checks it passed that the model alone missed

The JSON output contains the key "content".
The output JSON contains the key "content".
The JSON object contains the key "content".

and 2 more in the full report

5 fixed10 passed either way2 still failing5 broke

Pass-rate lift: -10 pp
Tokens: +4%
Agent turns: 0%
Response time: -13%

Model gemini-3.6-flashMeasured 9/29/2026v115 of 22 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/guangshu100-content-gen/SKILL.md https://app.decimal.ai/s/guangshu100-content-gen/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add guangshu100-content-gen, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/guangshu100-content-gen/ and pins it in .decimal/skills.lock

decimalai skills add guangshu100-content-gen

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/guangshu100-content-gen/SKILL.md https://app.decimal.ai/s/guangshu100-content-gen/SKILL.md

Raw file: /s/guangshu100-content-gen/SKILL.md ↗ · machine-readable summary at /s/guangshu100-content-gen.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 5

Prompt

我们要参与某国企云计算平台搭建投标，请收集整合最新的外部行业资质与技术数据，整理成'技术能力与案例说明'这一章节。请返回JSON格式，其中包含整理后的章节文本以及实际字数统计。

What was checked, without and with the skill
Checked	Without skill	With skill
The JSON output contains the key "content".	Missed	Passed
The JSON output does not contain a "chapter_title" key.	Passed	Passed

case-03 · gemini-3.6-flash · 9/29/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md10 linessingle file

正文生成技能

模式说明

A模式(AI撰写): LLM根据大纲+招标要求直接撰写
B模式(材料组装): 从知识库检索相关材料→组装成章节
C模式(模板填充): 选择历史标书模板→填充项目信息
D模式(外部采集): 从外部数据源采集内容→整合成章节

输出格式

JSON: {"content": "章节正文", "word_count": 实际字数}

Track record

Benchmark

11 / 22

test cases passed, vs 13 / 22 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v5 — 9/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

guangshu100 / bidmaster-pro

skills/generate/content_gen/SKILL.md

View on GitHub ↗

License MITImported 9/3/2026Version v1

More skills from the same source and nearby in the registry, with their headline benchmark lift.