Consulting Analysis
bytedance/deer-flow
A skill your agent uses when the user requests to generate, create, or write professional research reports including but not limited to market analysis, consumer insights, brand analysis, financial…
Generate stage-2 deep financial mechanism analysis markdown from a daily-finance brief plus current web verification.
Install Finance Core Analysis
$ npx skills add digoal/blog --skill finance-core-analysis -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install digoal/blog finance-core-analysis --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/digoal/blog.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/skills_for_claude_web/finance-core-analysis .claude/skills/finance-core-analysis && 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 "finance-core-analysis" agent skill from https://github.com/digoal/blog/tree/master/skills/skills_for_claude_web/finance-core-analysis into .claude/skills/finance-core-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "finance-core-analysis", 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/digoal/blog/tree/master/skills/skills_for_claude_web/finance-core-analysisType 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 digoal/blog --skill finance-core-analysis -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install digoal/blog finance-core-analysis --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/digoal/blog.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/skills_for_claude_web/finance-core-analysis .agents/skills/finance-core-analysis && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "finance-core-analysis" agent skill from https://github.com/digoal/blog/tree/master/skills/skills_for_claude_web/finance-core-analysis into .agents/skills/finance-core-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "finance-core-analysis", 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 digoal/blog --skill finance-core-analysis -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install digoal/blog finance-core-analysis --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/digoal/blog.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/skills_for_claude_web/finance-core-analysis .cursor/skills/finance-core-analysis && 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 "finance-core-analysis" agent skill from https://github.com/digoal/blog/tree/master/skills/skills_for_claude_web/finance-core-analysis into .cursor/skills/finance-core-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "finance-core-analysis", 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/digoal/blog.git --path skills/skills_for_claude_web/finance-core-analysis--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 digoal/blog --skill finance-core-analysis -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install digoal/blog finance-core-analysis --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/digoal/blog.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/skills_for_claude_web/finance-core-analysis .gemini/skills/finance-core-analysis && 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 "finance-core-analysis" agent skill from https://github.com/digoal/blog/tree/master/skills/skills_for_claude_web/finance-core-analysis into .gemini/skills/finance-core-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "finance-core-analysis", 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 digoal/blog finance-core-analysisInstalls 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 digoal/blog --skill finance-core-analysis -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/digoal/blog.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/skills_for_claude_web/finance-core-analysis .github/skills/finance-core-analysis && 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 "finance-core-analysis" agent skill from https://github.com/digoal/blog/tree/master/skills/skills_for_claude_web/finance-core-analysis into .github/skills/finance-core-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "finance-core-analysis", 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 digoal/blog --skill finance-core-analysis -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install digoal/blog finance-core-analysis --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/digoal/blog.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/skills_for_claude_web/finance-core-analysis .opencode/skills/finance-core-analysis && 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 "finance-core-analysis" agent skill from https://github.com/digoal/blog/tree/master/skills/skills_for_claude_web/finance-core-analysis into .opencode/skills/finance-core-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "finance-core-analysis", 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
finance-core-analysis- GitHub stars
- 8.6k
- Token cost
- ~1.4k tokens
- SKILL.md length
- 600 words
- Files
- 1
- Skills in repo
- 98
- Repo updated
- First seen
- Licence
- GPL-2.0
At a glance
Generate stage-2 deep financial mechanism analysis markdown from a daily-finance brief plus current web verification.
- Works in 3 steps: Verify & Update Data → Apply the Core Model → Validate Before Writing
- The user wants deeper macro/market analysis beyond daily news
- SKILL.md covers Overview, Input, Step 1: Verify & Update Data and Step 2: Apply the Core Model, plus 5 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Finance Core Analysis is an agent skill from digoal/blog. Generate stage-2 deep financial mechanism analysis markdown from a daily-finance brief plus current web verification. Use this skill whenever the user wants deeper macro/market analysis beyond daily news, asks for "核心分析"、"深度分析"、"机制分析"、"为什么市场这样走"、"帮我分析一下背后逻辑", or when the user references a daily-finance output and wants the second step of the pipeline before writing a 公众号爆款文章. Even if the user only says "深挖一下今天的市场" or "帮我分析这份财经简报", use this skill. This skill feeds finance-explosive-article as stage 2 of…
Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Marketing & SEO, covering Market research. The repository describes itself as: AI,Opensource,Database,Business,Finance,Minds. git clone --depth 1 https://github.com/digoal/blog. The licence is GPL-2.0.
When your agent uses it
- The user wants deeper macro/market analysis beyond daily news
- Asks for 核心分析、深度分析、机制分析、为什么市场这样走、帮我分析一下背后逻辑
- The user references a daily-finance output and wants the second step of the pipeline before writing a 公众号爆款文章
Example prompts
- “为什么市场这样走”
- “帮我分析一下背后逻辑”
- “深挖一下今天的市场”
- “/finance-core-analysis”
Workflow steps
3 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit ad6fcb7. 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
No scripts in the folder and no shell commands in SKILL.md.
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
Finance Core Analysis loads about 1.4k tokens when it runs. Until then it costs about 149 tokens; SKILL.md has 600 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); files beside SKILL.md are not scanned.
SKILL.md
The full file from digoal/blog at commit ad6fcb7, republished under its GPL-2.0 licence (© digoal). 600 words, ~1,374 tokens.
Download SKILL.mdSave it as
.claude/skills/finance-core-analysis/SKILL.md (or your agent's skills folder).- name
- finance-core-analysis
- description
- Generate stage-2 deep financial mechanism analysis markdown from a daily-finance brief plus current web verification. Use this skill whenever the user wants deeper macro/market analysis beyond daily news, asks for "核心分析"、"深度分析"、"机制分析"、"为什么市场这样走"、"帮我分析一下背后逻辑", or when the user references a daily-finance output and wants the second step of the pipeline before writing a 公众号爆款文章. Even if the user only says "深挖一下今天的市场" or "帮我分析这份财经简报", use this skill. This skill feeds finance-explosive-article as stage 2 of: daily-finance → finance-core-analysis → finance-explosive-article.
Core Financial Analysis
Overview
Generate a deep mechanism analysis grounded in stage-1 daily finance facts plus live-verified data.
Pipeline position:
daily-finance → finance-core-analysis → finance-explosive-articleYour output is a standalone, publishable 公众号 deep-analysis article — rigorous enough to stand alone, structured enough to feed the final explosive article downstream.
Input
Preferred: Read markdown/daily-finance-YYYY-MM-DD.md
Fallback order:
- Ask for the report date or file path if ambiguous
- If user pastes raw daily-finance content in chat, use that
- Never invent missing facts
Step 1: Verify & Update Data
Always access current external data before writing.
Use web search / browser / MCP tools to:
- Re-check major market prices, yields, FX rates, commodities, volatility indices
- Verify policy statements, macro releases (CPI/PMI/jobs), earnings, geopolitical facts
- Update stale numbers from the stage-1 brief when newer reliable data is available
Source hierarchy:
- Primary: Official releases, central banks, exchanges, regulators, company filings; Reuters, Bloomberg, FT, WSJ
- Chinese primary: 财新, 第一财经, 财经杂志, 21世纪经济报道, 经济观察报
- Secondary (require source backtracking): FT中文网, WSJ中文网, 新浪财经
Only add data that is source-verifiable. Never fabricate.
Step 2: Apply the Core Model
Explain market behavior through these variables:
| Variable | What to examine |
|---|---|
| 流动性 Liquidity | Money supply, repo rates, bank reserves, credit conditions |
| 利率 Interest rates | Real vs nominal; short vs long end; central bank signals |
| 风险偏好 Risk appetite | VIX, credit spreads, EM flows, positioning |
| 资本流动 Capital flows | Cross-border flows, DXY, CNY pressure, EM vs DM |
| 政策方向 Policy | Fiscal, monetary, regulatory — direction and credibility |
| 资产负债表压力 Balance sheets | Corporate leverage, bank stress, sovereign debt |
| 激励约束 Incentive constraints | What is forcing or preventing capital allocation |
Causal chain template:
事件 → 约束变化 → 资金行为 → 定价结果 → 风险信号Use this chain to anchor every mechanism explanation.
Step 3: Validate Before Writing
Check every item:
- Data: Dates correct? Units right? Directions accurate? Actual vs expected labeled? Intraday vs close distinguished?
- Sources: Important claims have reliable sources?
- Logic: Every conclusion follows from a mechanism, not mood words?
- Causal chain: Event → constraint → capital behavior → pricing result → risk signal present?
- Counter-case: Does the analysis include what would prove it wrong?
- Publishability: Title, subheadings, short paragraphs, clear conclusion?
Output Format
1. Title
公众号-style: tension + mechanism. Prefer substance over clickbait.
2. 核心判断（Executive Judgment）
One paragraph: the single most important market judgment today, and what specifically changed.
Show full SKILL.md (245 more words)Show less
3. 事实基础（Fact Base）
- Inherit 3–5 key facts from daily-finance with source labels 【实】【预】【估】【待】
- Add newly verified data where necessary, clearly marked
- No invented facts
4. 机制分析（Mechanism Analysis）
Analyze through 3–5 relevant lenses from the core model. For each lens:
- What changed
- Why it matters
- How it transmits into asset prices
Use "不是A，而是B" contrast structure where helpful to clarify mechanism.
5. 核心矛盾（Core Contradiction）
Name the central tension driving the current market, e.g.:
- 增长 vs 通胀
- 政策宽松 vs 汇率压力
- 风险偏好修复 vs 盈利压力
- 流动性改善 vs 资产负债表收缩
6. 情景推演（Scenario Deduction）
| 情景 | 触发条件 | 资产含义 |
|---|---|---|
| 基准情景 | ... | ... |
| 备选情景 | ... | ... |
| 证伪信号 | ... | ... |
7. 关键跟踪变量（Variables to Watch）
3–6 observable indicators for the next update cycle.
8. 方向性参考（Non-Advisory Implication）
Explain directional exposure and risk. No ticker calls, no buy/sell recommendations.
9. 数据来源
Inherited sources from daily-finance + any new verified sources, one per line.
10. 免责声明
本文仅供参考，不构成投资建议。
File Output
Save to:
markdown/finance-core-analysis-YYYY-MM-DD.md- Use the same report date as the input daily-finance file
- Create
markdown/directory if missing - UTF-8 encoding
- Output a complete publishable article, not notes
- Fallback: If write fails, output full markdown in chat
Writing Style
- Strong title, short paragraphs, numbered sections
- Sharp but rational tone — serious analysis, not hype
- Mechanisms explained in plain Chinese
- Use contrast: "不是A，而是B"
- No empty emotional phrases, no unexplained jargon
- Publishable as-is on 公众号
Goal
Answer four questions every reader should leave with:
- What changed — the key fact
- Why it changed — the mechanism
- How facts connect to asset pricing — the transmission
- What would prove this wrong — the falsification signal
© digoal, GPL-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
Just SKILL.md in skills/skills_for_claude_web/finance-core-analysis of digoal/blog.
Open the folder on GitHubat commit ad6fcb7
Compare with similar skills
Finance Core Analysis 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 |
|---|---|---|---|---|---|---|
| Finance Core Analysis this skilldigoal/blog | 8.6k | — | ~1.4k | Automated safety check: Pass | GPL-2.0 | |
| Consulting Analysisbytedance/deer-flow | 84k | 4 repos | ~8.4k | Automated safety check: Pass | MIT | |
| Startup Validatorailabs-393/ai-labs-claude-skills | 454 | 1 repos | ~2.8k | Automated safety check: Pass | MIT | |
| Competitive Analysis BriefNateBJones-Projects/OB1 | 4.7k | — | ~1.1k | Automated safety check: Pass | Custom licence | |
| Market AnalysisYicunAI/Pnlclaw-community | 197 | — | ~364 | Automated safety check: Pass | AGPL-3.0 | |
| Hehe Governance Capital Allocationhexiaofeier/hehe-industry-research-skill-pack | 304 | — | ~1.5k | Automated safety check: Pass | MIT |
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Questions about Finance Core Analysis
What does Finance Core Analysis do?
Generate stage-2 deep financial mechanism analysis markdown from a daily-finance brief plus current web verification. Finance Core Analysis is an agent skill from digoal/blog. Generate stage-2 deep financial mechanism analysis markdown from a daily-finance brief plus current web verification.
When should I use Finance Core Analysis?
Finance Core Analysis fits situations like: the user wants deeper macro/market analysis beyond daily news; asks for 核心分析、深度分析、机制分析、为什么市场这样走、帮我分析一下背后逻辑; the user references a daily-finance output and wants the second step of the pipeline before writing a 公众号爆款文章.
How do I install Finance Core Analysis in Claude Code?
Run `npx skills add digoal/blog --skill finance-core-analysis -a claude-code`. Or copy the skill folder (skills/skills_for_claude_web/finance-core-analysis in digoal/blog) into .claude/skills/finance-core-analysis in your project. Claude Code loads it when a task matches its description.
How do I install Finance Core Analysis in Codex?
Run `npx skills add digoal/blog --skill finance-core-analysis -a codex`. Or copy the skill folder (skills/skills_for_claude_web/finance-core-analysis in digoal/blog) into .agents/skills/finance-core-analysis in your project. Codex loads it when a task matches its description.
Can I use Finance Core Analysis 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 digoal/blog --skill finance-core-analysis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/finance-core-analysis, .gemini/skills/finance-core-analysis, .github/skills/finance-core-analysis and .opencode/skills/finance-core-analysis in your project.
What does Finance Core Analysis need to run?
SKILL.md names no scripts, command-line tools or credentials: Finance Core Analysis is instructions for the agent only.
Does Finance Core Analysis 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 Finance Core Analysis 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. Review the folder before installing.
What licence does Finance Core Analysis use?
Finance Core Analysis is published under the GPL-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Finance Core Analysis use?
About 1.4k tokens (SKILL.md is roughly 5.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Finance Core Analysis?
Skills that share tags, products or a category with Finance Core Analysis: Consulting Analysis (bytedance/deer-flow, 84k stars), Startup Validator (ailabs-393/ai-labs-claude-skills, 454 stars), Competitive Analysis Brief (NateBJones-Projects/OB1, 4.7k stars) and Market Analysis (YicunAI/Pnlclaw-community, 197 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Finance Core Analysis?
digoal (a GitHub user) maintains it in digoal/blog, which has 8,586 GitHub stars. The repository holds 98 skills in this directory. The repository was last updated on October 9, 2026.
Source: digoal/blog on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.