Content Research Writer
weapp-tailwindcss/weapp-tailwindcss
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section.
Verify external sources, copied figures, dates, periods, units, calculations, and citation lineage behind Chinese investment-banking disclosures.
Install Cn Ib Source Verifier
$ npx skills add QiushenZou/cn-investment-banking-skills --skill cn-ib-source-verifier -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install QiushenZou/cn-investment-banking-skills cn-ib-source-verifier --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/QiushenZou/cn-investment-banking-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/cn-ib-source-verifier .claude/skills/cn-ib-source-verifier && 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 "cn-ib-source-verifier" agent skill from https://github.com/QiushenZou/cn-investment-banking-skills/tree/main/skills/cn-ib-source-verifier into .claude/skills/cn-ib-source-verifier/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cn-ib-source-verifier", 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/QiushenZou/cn-investment-banking-skills/tree/main/skills/cn-ib-source-verifierType 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 QiushenZou/cn-investment-banking-skills --skill cn-ib-source-verifier -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install QiushenZou/cn-investment-banking-skills cn-ib-source-verifier --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/QiushenZou/cn-investment-banking-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/cn-ib-source-verifier .agents/skills/cn-ib-source-verifier && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "cn-ib-source-verifier" agent skill from https://github.com/QiushenZou/cn-investment-banking-skills/tree/main/skills/cn-ib-source-verifier into .agents/skills/cn-ib-source-verifier/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cn-ib-source-verifier", 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 QiushenZou/cn-investment-banking-skills --skill cn-ib-source-verifier -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install QiushenZou/cn-investment-banking-skills cn-ib-source-verifier --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/QiushenZou/cn-investment-banking-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/cn-ib-source-verifier .cursor/skills/cn-ib-source-verifier && 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 "cn-ib-source-verifier" agent skill from https://github.com/QiushenZou/cn-investment-banking-skills/tree/main/skills/cn-ib-source-verifier into .cursor/skills/cn-ib-source-verifier/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cn-ib-source-verifier", 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/QiushenZou/cn-investment-banking-skills.git --path skills/cn-ib-source-verifier--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 QiushenZou/cn-investment-banking-skills --skill cn-ib-source-verifier -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install QiushenZou/cn-investment-banking-skills cn-ib-source-verifier --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/QiushenZou/cn-investment-banking-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/cn-ib-source-verifier .gemini/skills/cn-ib-source-verifier && 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 "cn-ib-source-verifier" agent skill from https://github.com/QiushenZou/cn-investment-banking-skills/tree/main/skills/cn-ib-source-verifier into .gemini/skills/cn-ib-source-verifier/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cn-ib-source-verifier", 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 QiushenZou/cn-investment-banking-skills cn-ib-source-verifierInstalls 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 QiushenZou/cn-investment-banking-skills --skill cn-ib-source-verifier -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/QiushenZou/cn-investment-banking-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/cn-ib-source-verifier .github/skills/cn-ib-source-verifier && 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 "cn-ib-source-verifier" agent skill from https://github.com/QiushenZou/cn-investment-banking-skills/tree/main/skills/cn-ib-source-verifier into .github/skills/cn-ib-source-verifier/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cn-ib-source-verifier", 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 QiushenZou/cn-investment-banking-skills --skill cn-ib-source-verifier -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install QiushenZou/cn-investment-banking-skills cn-ib-source-verifier --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/QiushenZou/cn-investment-banking-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/cn-ib-source-verifier .opencode/skills/cn-ib-source-verifier && 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 "cn-ib-source-verifier" agent skill from https://github.com/QiushenZou/cn-investment-banking-skills/tree/main/skills/cn-ib-source-verifier into .opencode/skills/cn-ib-source-verifier/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cn-ib-source-verifier", 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
cn-ib-source-verifier- GitHub stars
- 102
- Token cost
- ~1.1k tokens
- SKILL.md length
- 431 words
- Files
- 10 (incl. scripts, references, assets)
- Skills in repo
- 11
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Verify external sources, copied figures, dates, periods, units, calculations, and citation lineage behind Chinese investment-banking disclosures.
- Works in 6 steps: Build the claim ledger → Classify the source → Verify the locator and context → …
- Checking 招股书行业数据、政策、市场份额、排名、居民电价、补贴、CAGR、可比公司数据、年报数据、募投测算
- SKILL.md covers Principles, Workflow and Output contract
- Runs Python scripts from its folder; calls python3
What it does
Cn Ib Source Verifier is an agent skill from QiushenZou/cn-investment-banking-skills. Verify external sources, copied figures, dates, periods, units, calculations, and citation lineage behind Chinese investment-banking disclosures. Use when checking 招股书行业数据、政策、市场份额、排名、居民电价、补贴、CAGR、可比公司数据、年报数据、募投测算 or third-party citations for 来源准确性、数据更新、原文核验、计算复核 and evidence ledgers. Do not use secondary web summaries when a primary filing or official source is available.
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 13 other files, including scripts, reference files and assets (for example `agents/openai.yaml`, `references/calculation-checks.md` and `references/source-connectors.md`).
It sits in Research & Science, covering Citation management. The repository describes itself as: Agent Skills for Chinese IPO sponsor execution: diligence, filing production, pre-submission QC, regulatory inquiries, and filing refresh. The licence is Apache-2.0.
When your agent uses it
- Checking 招股书行业数据、政策、市场份额、排名、居民电价、补贴、CAGR、可比公司数据、年报数据、募投测算
- Third-party citations for 来源准确性、数据更新、原文核验、计算复核 and evidence ledgers
Example prompts
- “/cn-ib-source-verifier”
Requirements
- Python 3
Workflow steps
6 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 b71a38c. 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 3 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python3
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
Cn Ib Source Verifier loads about 1.1k tokens when it runs, and up to ~3.7k if it reads all its reference files. Until then it costs about 99 tokens; SKILL.md has 431 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 QiushenZou/cn-investment-banking-skills at commit b71a38c, republished under its Apache-2.0 licence (© QiushenZou). 431 words, ~1,082 tokens.
Download SKILL.mdSave it as
.claude/skills/cn-ib-source-verifier/SKILL.md (or your agent's skills folder). This skill also uses 9 other files; get the full folder from GitHub.- name
- cn-ib-source-verifier
- description
- Verify external sources, copied figures, dates, periods, units, calculations, and citation lineage behind Chinese investment-banking disclosures. Use when checking 招股书行业数据、政策、市场份额、排名、居民电价、补贴、CAGR、可比公司数据、年报数据、募投测算 or third-party citations for 来源准确性、数据更新、原文核验、计算复核 and evidence ledgers. Do not use secondary web summaries when a primary filing or official source is available.
CN IB Source Verifier
Audit the evidence chain from disclosed claim to primary source and, where applicable, reproducible calculation.
Principles
- Verify the claim actually made, not merely whether the source exists.
- Match source, date, geography, population, definition, period, currency, and unit.
- Separate direct copy, transformation, calculation, extrapolation, and management inference.
- Prefer primary and official sources. Use secondary sources only for discovery or clearly labeled context.
- Preserve the original value and text before normalization.
- Never update a volatile claim without stating the new as-of date and whether historical comparability changes.
Workflow
1. Build the claim ledger
Use assets/source-ledger-template.csv or equivalent XLSX fields:
claim_id, claim, section, claim_type, source_type, source_title,
source_locator, source_date, access_date, period, geography,
definition, original_value, reported_value, unit,
calculation_type, start_value, end_value, years,
review_status, reviewer, notesCreate separate rows when one sentence contains multiple independently verifiable claims.
2. Classify the source
Read references/source-hierarchy.md. Identify whether the source is:
- regulator or government;
- exchange or statutory filing;
- issuer primary material;
- recognized international organization or industry association;
- licensed financial database;
- professional research;
- media or aggregator;
- management representation;
- unknown.
Do not describe an industry report as government data.
When selecting where and how to search, read references/source-connectors.md and use scripts/plan_source_search.py. Prefer a configured MCP when it is licensed and preserves lineage; otherwise use the official website, browser, or public web search. 见微数据 is a discovery/index layer unless the underlying exchange or CSRC filing is also verified.
3. Verify the locator and context
Open the primary source and confirm:
- exact page, table, paragraph, URL, or dataset series;
- publication and access date;
- whether the source is final, revised, archived, or superseded;
- geographic and product scope;
- current/historical period;
- numerator, denominator, and methodology;
- currency, unit, nominal/real basis, tax basis, and seasonality where relevant.
Show full SKILL.md (165 more words)Show less
4. Reperform transformations
Read references/calculation-checks.md. Reperform:
- currency and scale conversion;
- totals and percentages;
- year-on-year changes;
- percentage-point changes;
- CAGR;
- market shares;
- per-unit and per-capita figures;
- weighted averages.
Keep inputs in the evidence ledger. Do not hardcode an unexplained result.
5. Run deterministic ledger checks
For CSV ledgers, run:
python3 scripts/check_source_ledger.py source-ledger.csv --output issues.csvThe script validates required lineage and reperforms direct-copy and CAGR checks. Review all contextual issues manually.
6. Assess disclosure support
Classify each claim:
verified_primary;verified_calculation;verified_secondary;partially_supported;stale_source;definition_mismatch;calculation_error;source_not_found;professional_judgment_required.
For rankings and superlatives, verify the comparison universe and date. A source that names selected companies does not prove an industry-wide ranking.
Output contract
Deliver:
- verified claim ledger;
- issues prioritized by filing impact;
- corrected calculation and formula where relevant;
- replacement primary source when available;
- stale or non-comparable claims;
- limitations and items requiring issuer, sponsor, counsel, or accountant confirmation.
Do not leave downloaded reports, screenshots, OCR files, or conversion artifacts in the user's project directory unless specifically requested as final evidence.
© QiushenZou, 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 9 other files (scripts, references, assets) in skills/cn-ib-source-verifier of QiushenZou/cn-investment-banking-skills.
- SKILL.md
- agents/openai.yaml
- assets/source-ledger-template.csv
- references/calculation-checks.md
- references/source-connectors.csv
- references/source-connectors.md
- references/source-hierarchy.md
- scripts/check_source_ledger.py
- scripts/plan_source_search.py
- scripts/validate_source_connectors.py
Open the folder on GitHubat commit b71a38c
Compare with similar skills
Cn Ib Source Verifier 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 |
|---|---|---|---|---|---|---|
| Cn Ib Source Verifier this skillQiushenZou/cn-investment-banking-skills | 102 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | |
| Content Research Writerweapp-tailwindcss/weapp-tailwindcss | 1.9k | 25 repos | ~3.5k | Automated safety check: Pass | MIT | |
| Systematic Review ScreenerImbad0202/academic-research-skills | 51k | — | ~8.4k | Automated safety check: Pass | Custom licence | |
| NetworkxzLanqing/codex-claude-academic-skills | 4.7k | 15 repos | ~3.2k | Automated safety check: Pass | BSD-3-Clause | |
| Literature Reviewneflibata-feng/MyArxiv-Agent | 126 | 20 repos | ~5.9k | Automated safety check: Notes | MIT | |
| Openalex Databaseneflibata-feng/MyArxiv-Agent | 126 | 12 repos | ~3k | Automated safety check: Pass | Custom licence |
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Related
Categories
Questions about Cn Ib Source Verifier
What does Cn Ib Source Verifier do?
Verify external sources, copied figures, dates, periods, units, calculations, and citation lineage behind Chinese investment-banking disclosures. Cn Ib Source Verifier is an agent skill from QiushenZou/cn-investment-banking-skills. Verify external sources, copied figures, dates, periods, units, calculations, and citation lineage behind Chinese investment-banking disclosures.
When should I use Cn Ib Source Verifier?
Cn Ib Source Verifier fits situations like: checking 招股书行业数据、政策、市场份额、排名、居民电价、补贴、CAGR、可比公司数据、年报数据、募投测算; third-party citations for 来源准确性、数据更新、原文核验、计算复核 and evidence ledgers.
How do I install Cn Ib Source Verifier in Claude Code?
Run `npx skills add QiushenZou/cn-investment-banking-skills --skill cn-ib-source-verifier -a claude-code`. Or copy the skill folder (skills/cn-ib-source-verifier in QiushenZou/cn-investment-banking-skills) into .claude/skills/cn-ib-source-verifier in your project. Claude Code loads it when a task matches its description.
How do I install Cn Ib Source Verifier in Codex?
Run `npx skills add QiushenZou/cn-investment-banking-skills --skill cn-ib-source-verifier -a codex`. Or copy the skill folder (skills/cn-ib-source-verifier in QiushenZou/cn-investment-banking-skills) into .agents/skills/cn-ib-source-verifier in your project. Codex loads it when a task matches its description.
Can I use Cn Ib Source Verifier 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 QiushenZou/cn-investment-banking-skills --skill cn-ib-source-verifier -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cn-ib-source-verifier, .gemini/skills/cn-ib-source-verifier, .github/skills/cn-ib-source-verifier and .opencode/skills/cn-ib-source-verifier in your project.
What does Cn Ib Source Verifier need to run?
Going by SKILL.md and its folder, Cn Ib Source Verifier needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.
Does Cn Ib Source Verifier 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 Cn Ib Source Verifier 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 Cn Ib Source Verifier use?
Cn Ib Source Verifier 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 Cn Ib Source Verifier use?
About 1.1k tokens (SKILL.md is roughly 4.3k 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 2.6k tokens, read only when the agent opens those files.
What are the alternatives to Cn Ib Source Verifier?
Skills that share tags, products or a category with Cn Ib Source Verifier: Content Research Writer (weapp-tailwindcss/weapp-tailwindcss, 1.9k stars), Systematic Review Screener (Imbad0202/academic-research-skills, 51k stars), Networkx (zLanqing/codex-claude-academic-skills, 4.7k stars) and Literature Review (neflibata-feng/MyArxiv-Agent, 126 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Cn Ib Source Verifier?
QiushenZou (a GitHub user) maintains it in QiushenZou/cn-investment-banking-skills, which has 102 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on August 17, 2026.
Source: QiushenZou/cn-investment-banking-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.