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JimLiu/baoyu-skills
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A skill your agent uses when collecting, classifying, validating or cross-checking sources for Guochuang claims across documents, data, tests, IP, customer, finance and team records.
Install Evidence
$ npx skills add leewayworks/guochuang-gps --skill evidence -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install leewayworks/guochuang-gps evidence --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/leewayworks/guochuang-gps.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/evidence .claude/skills/evidence && 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 "evidence" agent skill from https://github.com/leewayworks/guochuang-gps/tree/main/skills/evidence into .claude/skills/evidence/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evidence", 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/leewayworks/guochuang-gps/tree/main/skills/evidenceType 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 leewayworks/guochuang-gps --skill evidence -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install leewayworks/guochuang-gps evidence --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/leewayworks/guochuang-gps.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/evidence .agents/skills/evidence && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "evidence" agent skill from https://github.com/leewayworks/guochuang-gps/tree/main/skills/evidence into .agents/skills/evidence/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evidence", 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 leewayworks/guochuang-gps --skill evidence -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install leewayworks/guochuang-gps evidence --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/leewayworks/guochuang-gps.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/evidence .cursor/skills/evidence && 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 "evidence" agent skill from https://github.com/leewayworks/guochuang-gps/tree/main/skills/evidence into .cursor/skills/evidence/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evidence", 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/leewayworks/guochuang-gps.git --path skills/evidence--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 leewayworks/guochuang-gps --skill evidence -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install leewayworks/guochuang-gps evidence --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/leewayworks/guochuang-gps.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/evidence .gemini/skills/evidence && 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 "evidence" agent skill from https://github.com/leewayworks/guochuang-gps/tree/main/skills/evidence into .gemini/skills/evidence/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evidence", 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 leewayworks/guochuang-gps evidenceInstalls 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 leewayworks/guochuang-gps --skill evidence -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/leewayworks/guochuang-gps.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/evidence .github/skills/evidence && 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 "evidence" agent skill from https://github.com/leewayworks/guochuang-gps/tree/main/skills/evidence into .github/skills/evidence/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evidence", 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 leewayworks/guochuang-gps --skill evidence -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install leewayworks/guochuang-gps evidence --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/leewayworks/guochuang-gps.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/evidence .opencode/skills/evidence && 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 "evidence" agent skill from https://github.com/leewayworks/guochuang-gps/tree/main/skills/evidence into .opencode/skills/evidence/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evidence", 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
evidence- GitHub stars
- 106
- Token cost
- ~664 tokens
- SKILL.md length
- 339 words
- Files
- 1
- Skills in repo
- 9
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when collecting, classifying, validating or cross-checking sources for Guochuang claims across documents, data, tests, IP, customer, finance and team records.
- Cross-checking sources for Guochuang claims across documents
- SKILL.md covers Own this work, Validate sources, Build the ledger and Cross-check, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Finance and team records
What it does
Evidence is an agent skill from leewayworks/guochuang-gps. Use when collecting, classifying, validating or cross-checking sources for Guochuang claims across documents, data, tests, IP, customer, finance and team records.
Its SKILL.md is about 660 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 Documents & Office. The repository describes itself as: GPS (Guochuang Preparation Skills) — A multi-agent AI toolkit for competition planning, proposal review, pitch deck optimization, defense coaching, and award-level assessment. The licence is MIT.
When your agent uses it
- Cross-checking sources for Guochuang claims across documents
- Finance and team records
Example prompts
- “/evidence”
What it can do on your machine
Read from SKILL.md and the folder at commit 07892d1. 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
Evidence loads about 664 tokens when it runs. Until then it costs about 43 tokens; SKILL.md has 339 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 leewayworks/guochuang-gps at commit 07892d1, republished under its MIT licence (© leewayworks). 339 words, ~664 tokens.
Download SKILL.mdSave it as
.claude/skills/evidence/SKILL.md (or your agent's skills folder).- name
- evidence
- description
- Use when collecting, classifying, validating or cross-checking sources for Guochuang claims across documents, data, tests, IP, customer, finance and team records.
Evidence
Apply the shared policies in gps-common. When saving a Markdown report, use the common project-name rule with topic 证据.
Build a material map that lets another person find and inspect the support for every important claim. A polished slide and a path string are leads until their contents are checked.
Own this work
Own source status, claim links, file existence, locators, evidence roles, independence, contradictions and redaction. Do not decide the project's positioning or improve a weak claim by rewriting it more confidently.
Validate sources
Use this state sequence:
missing -> user_asserted -> located -> inspected -> verified | contradicted
For a local source, resolve a relative path against the project JSON file or declared project root. Give it no verified credit if the file does not exist. For a URL, record when and how it was inspected; a verified string does not prove that a page was opened.
A file that exists is located, not automatically verified. For image-only PDF or PPTX pages, record visual_review_required and the page or slide.
Build the ledger
Use one row per claim and include:
id, claim, source, page_or_slide, source_level, status, date, owner, metric_unit, baseline, condition, limitation, evidence_role, independence_group, ownership_scope, customer_stage, privacy_flag.
Use evidence roles problem, mechanism, result, independent_validation and persistence. Two records from the same independence_group count as one corroborating source. A quantitative claim needs a claim ID plus a locator or test condition before it can reach high evidence quality.
Cross-check
Compare numbers, units, dates, names, IP ownership, customer stage, team roles and project titles across the project book, deck, script and raw records. Return the contradiction instead of selecting the nicer value.
Keep contact, intent, pilot, contract, paid and repeat separate. Do not turn a logo, invitation or intention letter into a paid customer result. Do not use a patent or paper as proof of product performance, adoption or student ownership without the corresponding links.
Deliver
Return the claim-to-evidence ledger, evidence-role coverage, independence groups, contradiction list, missing-proof queue, status changes and redaction list. Keep original competition files and confidential material outside the public repository.
© leewayworks, MIT. 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/evidence of leewayworks/guochuang-gps.
Open the folder on GitHubat commit 07892d1
Compare with similar skills
Evidence 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 |
|---|---|---|---|---|---|---|
| Evidence this skillleewayworks/guochuang-gps | 106 | — | ~664 | Automated safety check: Pass | MIT | |
| Markdown Article FormatterJimLiu/baoyu-skills | 26k | 7 repos | ~3.5k | Automated safety check: Pass | MIT | |
| MarkitdownImCa0/just-laws | 781 | 14 repos | ~3.2k | Automated safety check: Notes | MIT | |
| Obsidian MarkdownAtmosphere/atmosphere | 3.8k | 20 repos | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| DOCXrvdbreemen/OTGW-firmware | 207 | 33 repos | ~4.3k | Automated safety check: Pass | Proprietary | |
| Gzh Designisjiamu/gzh-design-skill | 3.9k | 1 repos | ~2.2k | Automated safety check: Pass | AGPL-3.0 |
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Related
Categories
Questions about Evidence
What does Evidence do?
A skill your agent uses when collecting, classifying, validating or cross-checking sources for Guochuang claims across documents, data, tests, IP, customer, finance and team records. Evidence is an agent skill from leewayworks/guochuang-gps. Use when collecting, classifying, validating or cross-checking sources for Guochuang claims across documents, data, tests, IP, customer, finance and team records.
When should I use Evidence?
Evidence fits situations like: cross-checking sources for Guochuang claims across documents; finance and team records.
How do I install Evidence in Claude Code?
Run `npx skills add leewayworks/guochuang-gps --skill evidence -a claude-code`. Or copy the skill folder (skills/evidence in leewayworks/guochuang-gps) into .claude/skills/evidence in your project. Claude Code loads it when a task matches its description.
How do I install Evidence in Codex?
Run `npx skills add leewayworks/guochuang-gps --skill evidence -a codex`. Or copy the skill folder (skills/evidence in leewayworks/guochuang-gps) into .agents/skills/evidence in your project. Codex loads it when a task matches its description.
Can I use Evidence 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 leewayworks/guochuang-gps --skill evidence -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/evidence, .gemini/skills/evidence, .github/skills/evidence and .opencode/skills/evidence in your project.
What does Evidence need to run?
SKILL.md names no scripts, command-line tools or credentials: Evidence is instructions for the agent only.
Does Evidence 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 Evidence 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 Evidence use?
Evidence is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Evidence use?
About 664 tokens (SKILL.md is roughly 2.7k 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 Evidence?
Skills that share tags, products or a category with Evidence: Markdown Article Formatter (JimLiu/baoyu-skills, 26k stars), Markitdown (ImCa0/just-laws, 781 stars), Obsidian Markdown (Atmosphere/atmosphere, 3.8k stars) and DOCX (rvdbreemen/OTGW-firmware, 207 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Evidence?
leewayworks (a GitHub user) maintains it in leewayworks/guochuang-gps, which has 106 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on August 13, 2026.
Source: leewayworks/guochuang-gps on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.