energy-storage-kb

energy-storage-kb is a skill for Claude Code, Codex from zeromagic46/energy-storage-kb. It costs 131 tokens per session (2,415 once invoked), scanned A, original, MIT.

A knowledge base about China's electricity-storage industry, covering project economics, policies, market rules, and revenue models. It also describes a script for calculating measures such as storage cost, investment returns, revenue, and payback period from project inputs.

In plain words
What is it for?
Estimating storage-project economics, comparing technologies or regions, analysing peak-and-off-peak price trading, and understanding Chinese capacity payments, electricity markets, and support services.
Why use it?
It gives an agent organised domain guidance for storage-project questions instead of relying on unsupported assumptions about costs, policies, or returns.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Estimating storage-project economics, comparing technologies or regions, analysing peak-and-off-peak price trading, and understanding Chinese capacity payments, electricity markets, and support services.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/zeromagic46/energy-storage-kb/energy-storage-kb
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add zeromagic46/energy-storage-kb --skill energy-storage-kb
Clone the repo
git clone --depth 1 https://github.com/zeromagic46/energy-storage-kb

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for energy-storage-kb

README.md
[![agentmods](https://agentmods.dev/badge/skills/zeromagic46/energy-storage-kb/energy-storage-kb/github.svg)](https://agentmods.dev/skills/zeromagic46/energy-storage-kb/energy-storage-kb)
Your own site
<a href="https://agentmods.dev/skills/zeromagic46/energy-storage-kb/energy-storage-kb"><img src="https://agentmods.dev/badge/skills/zeromagic46/energy-storage-kb/energy-storage-kb/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for energy-storage-kb

Your own site · 80×15
<a href="https://agentmods.dev/skills/zeromagic46/energy-storage-kb/energy-storage-kb"><img src="https://agentmods.dev/badge/skills/zeromagic46/energy-storage-kb/energy-storage-kb.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 131 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,415 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00131 $0.02415
Opus 5 $0.00066 $0.01208
Sonnet 5 $0.00026 $0.00483
Haiku 4.5 $0.00013 $0.00242

Measured 12d ago against content hash 2bec2578a4c5, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

energy-storage-kb scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

SKILL.md · 145 lines

How it starts

The opening of the file, as written. The whole thing — 145 lines — stays where its author put it; the contents beside it link to each section on GitHub.

电力储能知识库 (Energy Storage KB)

Overview

本 skill 固化中国电力储能领域的核心知识与测算方法,覆盖两大模块:

  1. 经济测算模型 —— LCOS / LCOE / IRR / 容量配置 / 峰谷套利,含公式、典型参数与敏感性。
  2. 政策与市场规则 —— 国家与地方容量电价/补偿政策、电力市场参与机制、收益三维模型。
  3. 可执行测算工具 —— scripts/storage_calc.py,输入项目参数即可直接算出投资预算、LCOS、收益分项、IRR 与回收期,避免每次手推公式。

目标是让 WorkBuddy 在回答储能经济性、政策合规、项目收益测算类问题时,直接调用经过整理的领域知识,避免凭空编造参数或政策数字。

When to Use


name: energy-storage-kb description: 电力储能领域知识库。当用户询问新型储能项目的经济性测算(LCOS/LCOE/IRR/容量配置/峰谷套利)、中国储能政策(容量电价、容量补偿、136号文、114号文)、电力市场参与(现货、辅助服务、两部制电价)或储能盈利模式与收益模型时使用本 skill。触发词:储能、LCOS、容量电价、独立储能、峰谷套利、新型储能、IRR、容量补偿、辅助服务。 agent_created: true

电力储能知识库 (Energy Storage KB)

Overview

本 skill 固化中国电力储能领域的核心知识与测算方法,覆盖两大模块:

  1. 经济测算模型 —— LCOS / LCOE / IRR / 容量配置 / 峰谷套利,含公式、典型参数与敏感性。
  2. 政策与市场规则 —— 国家与地方容量电价/补偿政策、电力市场参与机制、收益三维模型。
  3. 可执行测算工具 —— scripts/storage_calc.py,输入项目参数即可直接算出投资预算、LCOS、收益分项、IRR 与回收期,避免每次手推公式。

目标是让 WorkBuddy 在回答储能经济性、政策合规、项目收益测算类问题时,直接调用经过整理的领域知识,避免凭空编造参数或政策数字。

When to Use

  • 用户询问储能项目"划不划算""IRR 多少""几年回本"。
  • 用户提到 LCOS、LCOE、平准化成本、容量配置测算、峰谷价差套利。
  • 用户询问中国储能政策:强制配储取消、容量电价、容量补偿、独立储能、共享储能、绿电直连。
  • 用户询问电力市场:现货市场、辅助服务(调频/调峰/备用)、两部制电价、新能源消纳。
  • 用户需要对比不同省份储能收益、不同技术路线(锂电/液流/压缩空气/重力)经济性。

How to Use

步骤 1:判断问题归属

  • 涉及算钱/算回报 → 加载 references/economic_models.md
  • 涉及政策/市场/盈利模式 → 加载 references/policies_market.md
  • 两者交叉(如"某省储能 IRR")→ 先取政策标准,再套经济模型。

步骤 2:检索对应参考文档

用 Grep/Read 在 references/ 下定位具体条目(如某省容量补偿标准、LCOS 公式),而非全量读入,以节省上下文。文档内已按主题分节并附参数表。

步骤 3:组织回答

  • 给出公式或政策数字时,标注边界与年份(如"内蒙古 2026 年放电量补偿 0.28 元/kWh")。
  • 涉及项目投资测算,向用户索要:规模(MW/MWh)、单位投资、年循环次数、当地峰谷/现货价差、容量补偿标准、WACC。
  • 政策易过时,结尾提示"以省级发改委/能源局最新文件为准"。

步骤 4(可选):直接跑测算工具

涉及具体项目的预算 / LCOS / IRR / 回收期,运行 scripts/storage_calc.py(需 Python 3),无需手推公式:

# 投资预算
python scripts/storage_calc.py budget --power 100 --duration 4 --unit-cost 0.85

# 一体化测算:预算 + LCOS + 收益分项 + IRR + 回收期
python scripts/storage_calc.py evaluate \
  --power 100 --duration 4 --unit-cost 0.85 \
  --cycles 330 --rte 0.90 --wacc 0.07 \
  --peak-price 0.45 --charge-price 0.25 \
  --capacity-comp-rate 0.28 --ancillary 2000

# 单独算某项:lcos / arbitrage / capacity(参数同上,详见 --help)

Read the full file on GitHub · 145 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 145 lines · 131 tokens per session scan A 2bec2578a4c5

Subscribe to this mod's changes

energy-storage-kb is a skill published in the GitHub repository zeromagic46/energy-storage-kb (1 stars, last pushed 27d ago), licensed MIT. It adds 131 tokens to every session and 2,415 once invoked, about $0.0007 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Related

Other skills, from other repositories

literature-searcher

Search CrossRef, OpenAlex, PubMed, Semantic Scholar, and optional Scopus; deduplicate results, download open-access PDFs by DOI, classify papers, monitor new results, and analyze coverage. Use when asked to search literature, monitor a topic, download an open-access paper, classify papers, or analyze literature gaps.

Dianel555/DSkills · 72 tokens

ape-visualize

Builds interactive, browser-based 3D Three.js visualizations of any mathematics or science concept as a single, self-contained HTML file. Takes a concept and a depth level (Simple, Intermediate, Advanced). Trigger on "ape visualize", "ape visualize math", "ape visualize science", "visualize math", "visualize science"…

arpitbbhayani/ape-skills · 89 tokens

math-modeling

A workflow for mathematical modelling, where real-world questions are represented with mathematics and solved with code or analysis.

XiaoMaColtAI/math-modeling-skill · 83 tokens

math-modeling

A workflow for mathematical modelling, where real-world questions are represented with mathematics and solved with code or analysis.

XiaoMaColtAI/math-modeling-skill · 83 tokens

科研可视化工具

A research-visualisation workflow for examining data and producing publication-ready charts for scientific papers.

XiaoMaColtAI/math-modeling-skill · 235 tokens

LaTeX工具

A tool for creating, compiling, and checking mathematical modelling papers written in LaTeX, a document system often used for technical writing.

XiaoMaColtAI/math-modeling-skill · 46 tokens