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Forgotten Elements Reminder · microck | DecimalAI

productivityby microck

Forgotten Elements Reminder

microck/forgotten-elements-reminder

Source microck/ordinary-claude-skills ↗License NOASSERTION

当重要的故事元素（角色、情节线、伏笔）10章以上未出现时自动提醒 - 防止长篇小说中的'角色消失综合症'和遗漏的情节线

SkillScore82Maintained

Automatic

Writing & Editing pack

Last verified 8/21/2026

What it changes

Passed 18 of 22 test cases with the skill, and 9 of 22 without it.

Without skill41%

With skill82%

Checks it passed that the model alone missed

Includes the subsection heading '### 未回收伏笔'.
Begins the pre-writing summary with '📋 写作前检查...'.
Identifies the plot line current status as pending.

and 7 more in the full report

9 fixed9 passed either way4 still failing0 broke

Pass-rate lift: +41 pp
Tokens: -1%
Agent turns: 0%
Response time: -44%

Model gemini-3.6-flashMeasured 8/21/2026v118 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/microck-forgotten-elements-reminder/SKILL.md https://app.decimal.ai/s/microck-forgotten-elements-reminder/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add microck-forgotten-elements-reminder, 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/microck-forgotten-elements-reminder/ and pins it in .decimal/skills.lock

decimalai skills add microck-forgotten-elements-reminder

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

curl -fsSL --create-dirs -o .claude/skills/microck-forgotten-elements-reminder/SKILL.md https://app.decimal.ai/s/microck-forgotten-elements-reminder/SKILL.md

Raw file: /s/microck-forgotten-elements-reminder/SKILL.md ↗ · machine-readable summary at /s/microck-forgotten-elements-reminder.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 9

Prompt

系统在检查停滞的活跃情节线时，默认读取的跟踪数据文件名是什么？

What was checked, without and with the skill
Checked	Without skill	With skill
Identifies 'plot-tracker.json' as the tracking file for active plot lines.	Missed	Passed

case-12 · gemini-3.6-flash · 8/21/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md142 linessingle file

遗忘元素提醒器

核心功能

防止长篇小说常见问题：

角色突然消失（"配角A去哪了？"）
情节线被遗忘（"那个伏笔后来呢？"）
伏笔没回收（"前文说的宝藏呢？"）

解决方案：后台监控，主动提醒已经很久未出现的元素。

监控内容

1. 角色出场频率

监控：character-state.json中的所有角色
阈值：10章未出现

提醒示例：
⚠️ 角色提醒：
"配角李明"已经10章未出现（上次：第5章）
- 是否应该安排他再次出场？
- 还是这个角色的故事已结束？

2. 情节线进度

监控：plot-tracker.json中的活跃情节线
阈值：12章无进展

提醒示例：
⚠️ 情节线提醒：
"寻找父亲仇人"情节线已12章无进展
- 上次推进：第8章
- 当前状态：pending

Track record

Benchmark

18 / 22

test cases passed, vs 9 / 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 v4 — 8/3/2026

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

microck / ordinary-claude-skills

skills_all/forgotten-elements-reminder/SKILL.md

View on GitHub ↗

License NOASSERTIONImported 8/3/2026Version v1

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