What is a-share-market-commentary?

A writing skill for producing factual summaries of China's A-share stock market at three fixed points: shortly after opening, after the midday close, or at the end of the day. A-shares are stocks traded on mainland Chinese exchanges.

Use it to write morning, midday, or closing market commentary from index data, trading volume, advancing and declining stocks, and strong or weak sectors.

It turns supplied market figures into a consistent update without making investment recommendations or unsupported predictions.

a-share-market-commentary — Skill by microwind/ai-prompt

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 microwind/ai-prompt --skill a-share-market-commentary

Clone the repo

git clone --depth 1 https://github.com/microwind/ai-prompt

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/microwind/ai-prompt/a-share-market-commentary/github.svg)](https://agentmods.dev/skills/microwind/ai-prompt/a-share-market-commentary)

Your own site

<a href="https://agentmods.dev/skills/microwind/ai-prompt/a-share-market-commentary"><img src="https://agentmods.dev/badge/skills/microwind/ai-prompt/a-share-market-commentary/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/microwind/ai-prompt/a-share-market-commentary"><img src="https://agentmods.dev/badge/skills/microwind/ai-prompt/a-share-market-commentary.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 84 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 917 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.

Model	Per session	Once invoked
Fable 5.1	$0.00084	$0.00917
Opus 5.5	$0.00034	$0.00367
Sonnet 5.5	$0.00017	$0.00183
Haiku 4.5	$0.00008	$0.00092

Measured 2mo ago against content hash 15e255fa466a, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

a-share-market-commentary 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 2mo 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.

Prompt-Practice/04-stock-market-commentary-skill/a-share-market-commentary/SKILL.md · 162 lines

How it starts

The opening of the file, as written. The whole thing — 162 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Purpose

Generate concise, structured A-share market commentary for:

morning_open_30m
midday_close
market_close

This skill is for market observation and content generation. It is not for investment advice.

When To Use

Use this skill when the user wants:

a morning market opening commentary
a midday market summary
an end-of-day market review
structured A-share market content based on supplied market data

Do not use this skill when:

the input data is too incomplete for a factual summary
the user asks for direct stock recommendations
the user asks for certain market predictions
the user asks you to invent facts not present in the input

Required Inputs

session_type
- one of: morning_open_30m, midday_close, market_close
trade_date
index_summary
- shanghai_composite
- shenzhen_component
- chinext
- optional star50
turnover
- market_total
- optional estimated_total
advancers_decliners
- up_count
- down_count
- optional limit_up_count
- optional limit_down_count
hot_sectors
weak_sectors

Optional Inputs

main_themes
divergent_themes
leading_stocks
weak_stocks
capital_flow
market_sentiment
special_events
extra_notes

Session Focus

`morning_open_30m`

Focus on:

opening index behavior
early breadth and turnover
first-wave sector rotation
initial capital preference
what to watch next

`midday_close`

Focus on:

first-half market structure
whether morning themes are strengthening or diverging
breadth and turnover by noon
what to watch in the afternoon

`market_close`

Focus on:

full-day market summary
leading and weak themes
capital flow and sentiment confirmation
next-session watch points

Working Rules

Use only the supplied data.
Never fabricate facts or hidden causes.
Never give buy or sell advice.
Never promise market direction or returns.
Use a professional, calm, neutral tone.
Prefer synthesis over raw data dumping.
If input is incomplete, state that cautiously and narrow the conclusion.

Read the full file on GitHub · 162 lines

Files

What ships with it

3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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.

2mo ago First seen · 162 lines · 0 tokens per session scan A 15e255fa466a

Subscribe to this mod's changes

a-share-market-commentary is a skill published in the GitHub repository microwind/ai-prompt (61 stars, last pushed 6mo ago), licensed MIT. It adds 84 tokens to every session and 917 once invoked, about $0.0003 per session on Opus 5.5. 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 2026-08-30.

Finance and fintech ai-agents ai-programming ai-prompt-engineering ai-prompts prompt

a-share-market-commentary next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
a-share-market-commentarymicrowind/ai-prompt	Skill	61	6mo ago	MIT	A	84	Claude Code, Codex
ecom-pricingkangise/ecommerce-ai-skills	Skill	112	4d ago	CC0-1.0	A	35	Claude Code, Codex
shaman-buffettlinkerlin/PUAX	Skill	325	1mo ago	MIT	A	17	Claude Code, Codex
healthcare-denial-spike-workupajhcs/healthcare-agents	Skill	54	9d ago	Apache-2.0	A	26	Claude Code, Codex
healthcare-payer-contract-underpayment-reviewajhcs/healthcare-agents	Skill	54	9d ago	Apache-2.0	A	23	Claude Code, Codex
P&L Translation CoachBrennanJCollins/UnabatedPM-coaching	Skill	5	2mo ago	MIT	A	59	Claude Code
Unit Economics Calculator & StrategistBrennanJCollins/UnabatedPM-coaching	Skill	5	2mo ago	MIT	A	93	Claude Code

a-share-market-commentary

Getting it into your agent

Wrote this? Show the measurements

What it costs to keep this loaded

Grade A, and why

Nothing flagged

How it starts