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SKILL.md - akshare-fof · aifinlab | DecimalAI

financeby aifinlab

SKILL.md - akshare-fof

aifinlab/akshare-fof

Source aifinlab/finclaw ↗License Apache-2.0

FOF基金Skill - 提供FOF净值、业绩排行、持仓穿透、养老目标基金 via AkShare

SkillScore82Maintained

Automatic

Finance & Accounting pack

Last verified 8/28/2026

What it changes

Passed 18 of 22 test cases with the skill, and 8 of 22 without it.

Without skill36%

With skill82%

Checks it passed that the model alone missed

Recommends running fof_pension.py
Specifies --period 6m for fof_rank.py
Specifies executing scripts/fof_list.py

and 9 more in the full report

10 fixed8 passed either way4 still failing0 broke

Pass-rate lift: +45 pp
Tokens: +3%
Agent turns: 0%
Response time: -45%

Model gemini-3.6-flashMeasured 8/28/2026v118 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/aifinlab-akshare-fof/SKILL.md https://app.decimal.ai/s/aifinlab-akshare-fof/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add aifinlab-akshare-fof, 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/aifinlab-akshare-fof/ and pins it in .decimal/skills.lock

decimalai skills add aifinlab-akshare-fof

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

curl -fsSL --create-dirs -o .claude/skills/aifinlab-akshare-fof/SKILL.md https://app.decimal.ai/s/aifinlab-akshare-fof/SKILL.md

Raw file: /s/aifinlab-akshare-fof/SKILL.md ↗ · machine-readable summary at /s/aifinlab-akshare-fof.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 10

Prompt

如果在生成数据标注块时不确定 '⏱️ 数据时间' 填什么，通常会抓取系统当前实时系统时间。按照本规范的预设标注要求，固定的数据时间日期是什么？

What was checked, without and with the skill
Checked	Without skill	With skill
Specifies 2026-03-19 as the data timestamp	Missed	Passed

case-15 · gemini-3.6-flash · 8/28/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md130 lines4 filesincludes scripts

SKILL.md - akshare-fof

技能信息

属性	内容
名称	akshare-fof
版本	1.1.0
分类	FOF基金
状态	✅ 已上线
维护者	FinClaw Core Team
最后更新	2026-03-19

功能描述

FOF（基金中的基金）Skill，提供FOF基金净值查询、业绩排行、持仓穿透分析、养老目标基金专题等功能。

触发意图

主要触发词

"FOF"、"基金中的基金"
"养老目标基金"
"FOF业绩"
"FOF持仓"
"养老FOF"

Few-shot 示例

用户输入	识别意图	调用函数
FOF基金列表	fof_list	fof_list.py
FOF净值	fof_nav	fof_nav.py --code 006308
FOF业绩排行	fof_rank	fof_rank.py --period 1y
养老目标基金	fof_pension	fof_pension.py

数据源配置

数据类型	主要来源	备用来源	认证要求
FOF数据	AkShare	-	无需

Track record

Benchmark

18 / 22

test cases passed, vs 8 / 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

aifinlab / finclaw

skills/akshare-fof/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/3/2026Version v1Bundled 3 files · scripts

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

Ready to supercharge your AI agents?

See it in action

What's inside

SKILL.md - akshare-fof

技能信息

功能描述

触发意图

主要触发词

Few-shot 示例

数据源配置

Track record

Benchmark

Adoption

SkillSafety

Source

Related skills