Pine Backtester
TradersPost/pinescript-agents
Implements comprehensive backtesting and performance metrics.
A skill your agent uses when you need a bank corporate client operating-volatility monitoring assistant (经营监测/指标波动/预警解释).
Install Bank T141 Corporate Finance Task Assistant
$ npx skills add aifinlab/FinClaw --skill bank-t141-corporate-finance-task-assistant -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aifinlab/FinClaw bank-t141-corporate-finance-task-assistant --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/aifinlab/FinClaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/bank-t141-corporate-finance-task-assistant .claude/skills/bank-t141-corporate-finance-task-assistant && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "bank-t141-corporate-finance-task-assistant" agent skill from https://github.com/aifinlab/FinClaw/tree/main/skills/bank-t141-corporate-finance-task-assistant into .claude/skills/bank-t141-corporate-finance-task-assistant/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bank-t141-corporate-finance-task-assistant", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/aifinlab/FinClaw/tree/main/skills/bank-t141-corporate-finance-task-assistantType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add aifinlab/FinClaw --skill bank-t141-corporate-finance-task-assistant -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aifinlab/FinClaw bank-t141-corporate-finance-task-assistant --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aifinlab/FinClaw.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/bank-t141-corporate-finance-task-assistant .agents/skills/bank-t141-corporate-finance-task-assistant && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "bank-t141-corporate-finance-task-assistant" agent skill from https://github.com/aifinlab/FinClaw/tree/main/skills/bank-t141-corporate-finance-task-assistant into .agents/skills/bank-t141-corporate-finance-task-assistant/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bank-t141-corporate-finance-task-assistant", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add aifinlab/FinClaw --skill bank-t141-corporate-finance-task-assistant -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aifinlab/FinClaw bank-t141-corporate-finance-task-assistant --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aifinlab/FinClaw.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/bank-t141-corporate-finance-task-assistant .cursor/skills/bank-t141-corporate-finance-task-assistant && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "bank-t141-corporate-finance-task-assistant" agent skill from https://github.com/aifinlab/FinClaw/tree/main/skills/bank-t141-corporate-finance-task-assistant into .cursor/skills/bank-t141-corporate-finance-task-assistant/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bank-t141-corporate-finance-task-assistant", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/aifinlab/FinClaw.git --path skills/bank-t141-corporate-finance-task-assistant--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add aifinlab/FinClaw --skill bank-t141-corporate-finance-task-assistant -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aifinlab/FinClaw bank-t141-corporate-finance-task-assistant --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aifinlab/FinClaw.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/bank-t141-corporate-finance-task-assistant .gemini/skills/bank-t141-corporate-finance-task-assistant && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "bank-t141-corporate-finance-task-assistant" agent skill from https://github.com/aifinlab/FinClaw/tree/main/skills/bank-t141-corporate-finance-task-assistant into .gemini/skills/bank-t141-corporate-finance-task-assistant/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bank-t141-corporate-finance-task-assistant", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install aifinlab/FinClaw bank-t141-corporate-finance-task-assistantInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add aifinlab/FinClaw --skill bank-t141-corporate-finance-task-assistant -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aifinlab/FinClaw.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/bank-t141-corporate-finance-task-assistant .github/skills/bank-t141-corporate-finance-task-assistant && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "bank-t141-corporate-finance-task-assistant" agent skill from https://github.com/aifinlab/FinClaw/tree/main/skills/bank-t141-corporate-finance-task-assistant into .github/skills/bank-t141-corporate-finance-task-assistant/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bank-t141-corporate-finance-task-assistant", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add aifinlab/FinClaw --skill bank-t141-corporate-finance-task-assistant -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aifinlab/FinClaw bank-t141-corporate-finance-task-assistant --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aifinlab/FinClaw.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/bank-t141-corporate-finance-task-assistant .opencode/skills/bank-t141-corporate-finance-task-assistant && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "bank-t141-corporate-finance-task-assistant" agent skill from https://github.com/aifinlab/FinClaw/tree/main/skills/bank-t141-corporate-finance-task-assistant into .opencode/skills/bank-t141-corporate-finance-task-assistant/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bank-t141-corporate-finance-task-assistant", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
bank-t141-corporate-finance-task-assistant- GitHub stars
- 255
- Token cost
- ~605 tokens
- SKILL.md length
- 109 words
- Files
- 9 (incl. scripts, references, assets)
- Skills in repo
- 74
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
A skill your agent uses when you need a bank corporate client operating-volatility monitoring assistant (经营监测/指标波动/预警解释).
- Works in 5 steps: 口径确认：期间口径（M/Q/Y）、同比/环比定义、是否合并报表、是否剔除一次性。 → 信号识别：按阈值识别“突变项”（例如收入-30%、现金流为负、利润大幅下滑）。 → 驱动假设：订单/价格/毛利/费用/回款/库存/融资结构，给出“最小证据需求”。 → …
- You need a bank corporate client operating-volatility monitoring assistant (经营监测/指标波动/预警解释)
- SKILL.md covers 适用范围, 何时使用, 何时不要使用 and 默认工作流, plus 7 more sections
- Runs Python scripts from its folder; calls python
What it does
Bank T141 Corporate Finance Task Assistant is an agent skill from aifinlab/FinClaw. Use when you need a bank corporate client operating-volatility monitoring assistant (经营监测/指标波动/预警解释). Trigger this skill for requests to把 KPI 序列与告警整理成“异常信号、可能驱动、核验材料、处置建议、对客解释稿”，并可用脚本从结构化输入生成周报/快报。
Its SKILL.md is about 610 tokens, which your agent loads only when the skill is triggered. The skill folder holds 12 other files, including scripts, reference files and assets (for example `assets/example-input.json`, `assets/templates/customer-explanation-note-template.md` and `assets/templates/monitoring-weekly-template.md`).
It sits in Business, Finance & HR, covering OKRs and executive reporting. The licence is Apache-2.0.
When your agent uses it
- You need a bank corporate client operating-volatility monitoring assistant (经营监测/指标波动/预警解释)
- This skill for requests to把 KPI 序列与告警整理成异常信号、可能驱动、核验材料、处置建议、对客解释稿，并可用脚本从结构化输入生成周报/快报
Example prompts
- “异常信号、可能驱动、核验材料、处置建议、对客解释稿”
- “/bank-t141-corporate-finance-task-assistant”
Requirements
- Python 3
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- 口径确认：期间口径（M/Q/Y）、同比/环比定义、是否合并报表、是否剔除一次性。
- 信号识别：按阈值识别“突变项”（例如收入-30%、现金流为负、利润大幅下滑）。
- 驱动假设：订单/价格/毛利/费用/回款/库存/融资结构，给出“最小证据需求”。
- 风险映射：把异常映射到“还款来源、资金链、条款触发、贷后分类”的潜在影响。
- 输出与沟通：内部简报 + 对客解释稿 + 下一步动作（含责任人、时点）。
What it can do on your machine
Read from SKILL.md and the folder at commit 9e62862. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 2 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Bank T141 Corporate Finance Task Assistant loads about 605 tokens when it runs, and up to ~1.3k if it reads all its reference files. Until then it costs about 60 tokens; SKILL.md has 109 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
The full file from aifinlab/FinClaw at commit 9e62862, republished under its Apache-2.0 licence (© aifinlab). 109 words, ~605 tokens.
Download SKILL.mdSave it as
.claude/skills/bank-t141-corporate-finance-task-assistant/SKILL.md (or your agent's skills folder). This skill also uses 8 other files; get the full folder from GitHub.- name
- bank-t141-corporate-finance-task-assistant
- description
- Use when you need a bank corporate client operating-volatility monitoring assistant (经营监测/指标波动/预警解释). Trigger this skill for requests to把 KPI 序列与告警整理成“异常信号、可能驱动、核验材料、处置建议、对客解释稿”，并可用脚本从结构化输入生成周报/快报。
企业经营波动监测助手（对公预警解释/周报）
本技能用于把“经营指标波动”转成可核验、可沟通、可处置的监测输出。
核心目标：
- 识别：哪些波动是阈值触发、哪些可能是季节性/行业共振/一次性因素
- 解释：把“异常现象”拆成“可能驱动 + 证据需求”
- 处置：给出“升级条件、监测频率、补件清单、对客解释稿”
- 复用：KPI 序列输入一次，脚本稳定生成同口径简报
适用范围
- 贷后经营监测：月度/季度 KPI 波动识别与解释
- 授信续作/额度复核：把“经营变化”落到“还款来源与现金流覆盖”的复核点
- 风险预警：告警触发后的快速归因假设与补数清单
典型输入：
- KPI 序列（至少 2 期；推荐 3-6 期）
- KPI 口径说明（环比/同比、合并口径、是否剔除一次性）
- 监测告警（若有）与事件背景（行业、订单、政策、客户变化）
典型输出：
- 风险等级（红/橙/黄/绿）+ 优先级（P0-P3）
- 异常/波动信号清单
- 驱动拆解与核验材料
- 处置建议（强化监测/现场回访/条款复检等）
- 可直接发给客户的解释话术（边界清楚）
何时使用
- 指标出现突变（收入/利润/现金流/应收/存货/短债等），需要快速产出内部快报
- 需要定期输出经营监测周报/月报，并要求结构统一
- 需要“对客解释稿”：既能问到点上，又不提前下结论
何时不要使用
- KPI 口径不清且无法补齐时（例如混用合并/母公司/不同期间），此时只能输出“待确认清单”
- 用户要求你对未来业绩/现金流做确定性承诺或投资建议时
- 需要拉取外部数据但你没有接口/权限时（本 skill 默认不抓取数据）
默认工作流
- 口径确认：期间口径（M/Q/Y）、同比/环比定义、是否合并报表、是否剔除一次性。
- 信号识别：按阈值识别“突变项”（例如收入-30%、现金流为负、利润大幅下滑）。
- 驱动假设：订单/价格/毛利/费用/回款/库存/融资结构，给出“最小证据需求”。
- 风险映射：把异常映射到“还款来源、资金链、条款触发、贷后分类”的潜在影响。
- 输出与沟通：内部简报 + 对客解释稿 + 下一步动作（含责任人、时点）。
重点分析框架
- 异常信号是否真实、集中且持续
- 信号更像数据噪声、操作问题还是实质风险
- 哪些命中项需要优先排查，哪些只需持续跟踪
- 风险影响范围、紧急程度和责任归口
- 市场解释、客户理解难点、流动性约束和沟通节奏
输入要求
最低必需（详见 references/input-schema.md）：
company.namemonitoring.time_windowmonitoring.kpis[]：至少 2 期（推荐 3-6 期），包含period与关键指标（收入/利润/现金流）
强烈建议：
monitoring.kpi_definitions：口径说明monitoring.baseline：历史基线/同业对标（用于判断行业共振）monitoring.alerts[]：系统告警或人工发现
输出要求
- 指标快照（最近一期核心 KPI + 变动幅度）
- 异常/波动信号（anomalies）
- 驱动核验清单（drivers_to_verify）
- 关键信息缺口（gaps）
- 处置/跟进动作建议（actions）
- 对客解释稿（customer_comms_script）
脚本输出字段见 references/output-schema.md。
风险与边界
- 不得把初步分析包装成正式授信批复或最终审批结论
- 不得编造财务、行业或外部查询结果
- 不得把监测信号等同于违法违规事实
- 结论必须标明依赖的规则、时间窗口和数据范围
信息不足时的处理
- 先列出已经掌握的事实，再明确缺失的关键字段，不要直接沉默
- 无法形成强结论时，优先输出框架、待补资料和优先核验事项
- 对依赖外部数据、制度文本或人工核实的部分，要单独标注[待补充/待确认]
配套脚本（可重复执行）
python scripts/run_skill.py --input assets/example-input.json --format markdown
python scripts/run_skill.py --input assets/example-input.json --format jsonscripts/run_skill.py：命令行入口scripts/operating_volatility_monitor.py：t141 场景封装（调用共享引擎）
交付标准
- 异常必须落到“可核验证据”，避免空泛归因
- 输出必须含：异常信号 / 驱动核验 / 下一步动作 / 对客话术边界
- 能直接用于：经营监测周报、贷后预警快报、续作复核提纲
© aifinlab, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 8 other files (scripts, references, assets) in skills/bank-t141-corporate-finance-task-assistant of aifinlab/FinClaw.
- SKILL.md
- assets/example-input.json
- assets/templates/customer-explanation-note-template.md
- assets/templates/monitoring-weekly-template.md
- references/input-schema.md
- references/operating-monitoring-checklist.md
- references/output-schema.md
- scripts/operating_volatility_monitor.py
- scripts/run_skill.py
Open the folder on GitHubat commit 9e62862
Compare with similar skills
Bank T141 Corporate Finance Task Assistant next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
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| Bank T141 Corporate Finance Task Assistant this skillaifinlab/FinClaw | 255 | — | ~605 | Automated safety check: Pass | Apache-2.0 | |
| Pine BacktesterTradersPost/pinescript-agents | 170 | 1 repos | ~3.9k | Automated safety check: Pass | None | |
| Analytics Strategyrampstackco/claude-skills | 945 | — | ~2.4k | Automated safety check: Pass | MIT | |
| Onboarding Plannerbpinheiroms/dotfiles | 108 | — | ~5.4k | Automated safety check: Pass | None | |
| Replit Decksanqiufong/slides-from-anything | 132 | 1 repos | ~2.9k | Automated safety check: Pass | Apache-2.0 | |
| Building Streamlit Dashboardsiusztinpaul/designing-real-world-ai-agents-workshop | 512 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 |
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Questions about Bank T141 Corporate Finance Task Assistant
What does Bank T141 Corporate Finance Task Assistant do?
A skill your agent uses when you need a bank corporate client operating-volatility monitoring assistant (经营监测/指标波动/预警解释). Bank T141 Corporate Finance Task Assistant is an agent skill from aifinlab/FinClaw. Use when you need a bank corporate client operating-volatility monitoring assistant (经营监测/指标波动/预警解释).
When should I use Bank T141 Corporate Finance Task Assistant?
Bank T141 Corporate Finance Task Assistant fits situations like: you need a bank corporate client operating-volatility monitoring assistant (经营监测/指标波动/预警解释); this skill for requests to把 KPI 序列与告警整理成异常信号、可能驱动、核验材料、处置建议、对客解释稿，并可用脚本从结构化输入生成周报/快报.
How do I install Bank T141 Corporate Finance Task Assistant in Claude Code?
Run `npx skills add aifinlab/FinClaw --skill bank-t141-corporate-finance-task-assistant -a claude-code`. Or copy the skill folder (skills/bank-t141-corporate-finance-task-assistant in aifinlab/FinClaw) into .claude/skills/bank-t141-corporate-finance-task-assistant in your project. Claude Code loads it when a task matches its description.
How do I install Bank T141 Corporate Finance Task Assistant in Codex?
Run `npx skills add aifinlab/FinClaw --skill bank-t141-corporate-finance-task-assistant -a codex`. Or copy the skill folder (skills/bank-t141-corporate-finance-task-assistant in aifinlab/FinClaw) into .agents/skills/bank-t141-corporate-finance-task-assistant in your project. Codex loads it when a task matches its description.
Can I use Bank T141 Corporate Finance Task Assistant in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add aifinlab/FinClaw --skill bank-t141-corporate-finance-task-assistant -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/bank-t141-corporate-finance-task-assistant, .gemini/skills/bank-t141-corporate-finance-task-assistant, .github/skills/bank-t141-corporate-finance-task-assistant and .opencode/skills/bank-t141-corporate-finance-task-assistant in your project.
What does Bank T141 Corporate Finance Task Assistant need to run?
Going by SKILL.md and its folder, Bank T141 Corporate Finance Task Assistant needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.
Does Bank T141 Corporate Finance Task Assistant access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Bank T141 Corporate Finance Task Assistant safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Bank T141 Corporate Finance Task Assistant use?
Bank T141 Corporate Finance Task Assistant is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Bank T141 Corporate Finance Task Assistant use?
About 605 tokens (SKILL.md is roughly 2.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 696 tokens, read only when the agent opens those files.
What are the alternatives to Bank T141 Corporate Finance Task Assistant?
Skills that share tags, products or a category with Bank T141 Corporate Finance Task Assistant: Pine Backtester (TradersPost/pinescript-agents, 170 stars), Analytics Strategy (rampstackco/claude-skills, 945 stars), Onboarding Planner (bpinheiroms/dotfiles, 108 stars) and Replit Deck (sanqiufong/slides-from-anything, 132 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Bank T141 Corporate Finance Task Assistant?
aifinlab (a GitHub user) maintains it in aifinlab/FinClaw, which has 255 GitHub stars. The repository holds 74 skills in this directory. The repository was last updated on May 13, 2026.
Source: aifinlab/FinClaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.