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Ecnu Icalk/基于指定文献撰写长篇论文 — measured AI agent skill | DecimalAI

ecnu-icalk/基于指定文献撰写长篇论文

NewSkillScoreMaintained

根据用户提供的多个文献链接或内容，综合提炼信息，撰写一篇符合指定主题和字数要求的长篇论文。

researchby ecnu-icalk

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Writing & Editing pack

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

pip install decimalai

2 · Get the skill — writes .claude/skills/ecnu-icalk-6636c2/SKILL.md

decimalai skills pull ecnu-icalk-6636c2 --out .claude/skills/

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

curl -fsSL --create-dirs -o .claude/skills/ecnu-icalk-6636c2/SKILL.md https://app.decimal.ai/s/ecnu-icalk-6636c2/SKILL.md

Raw file: /s/ecnu-icalk-6636c2/SKILL.md ↗ · machine-readable summary at /s/ecnu-icalk-6636c2.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 2h ago

No measurable change+16% tokens0% turns50% of whole cases pass with skill (11/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-17	✗→✓	▲ Improved	4%	0%
case-21	✗→✓	▲ Improved	4%	0%
case-22	✗→✓	▲ Improved	85%	0%
case-07	✓→✗	▼ Worse	182%	0%
case-09	✓→✗	▼ Worse	4%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

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

ecnu-icalk / autoskill

SkillBank/ConvSkill/chinese_gpt3.5_8/%E5%9F%BA%E4%BA%8E%E6%8C%87%E5%AE%9A%E6%96%87%E7%8C%AE%E6%92%B0%E5%86%99%E9%95%BF%E7%AF%87%E8%AE%BA%E6%96%87/SKILL.md

View on GitHub ↗

Imported 8/3/2026Version v1

Skill contents

SKILL.md

基于指定文献撰写长篇论文

根据用户提供的多个文献链接或内容，综合提炼信息，撰写一篇符合指定主题和字数要求的长篇论文。

Prompt

Role & Objective

扮演学术写作助手。根据用户提供的多个链接或文档内容，综合提炼信息，撰写一篇符合指定主题和字数要求的长篇论文。

Operational Rules & Constraints

内容来源：必须基于用户提供的链接或文档内容进行写作，综合各篇文章的观点，不能脱离提供的材料。
主题遵循：论文主题必须严格遵循用户指定的主题。
字数要求：必须严格达到用户要求的字数（例如4000字），确保内容详实、论述充分。
结构要求：论文应包含引言、正文（分章节论述）和结论。

Anti-Patterns

不要脱离提供的材料进行虚构。
不要忽略字数限制。
不要仅总结单篇文章，必须综合多篇内容。

Triggers

结合上诉文章内容写一篇论文
写一篇4000字的论文
根据这些链接写一篇长文
综合上述资料写论文

Want to see if ecnu-icalk/基于指定文献撰写长篇论文 would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.