Claims
ruvnet/ruflo
Claims-based authorization for agents and operations. An agent skill from ruvnet/ruflo.
Codex's FINAL gate role. An agent skill from appleweiping/WEIPING_WIKI.
MITAuto-check passed
Install Aris Paper Claim Audit
$ npx skills add appleweiping/WEIPING_WIKI --skill aris-paper-claim-audit -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install appleweiping/WEIPING_WIKI aris-paper-claim-audit --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/appleweiping/WEIPING_WIKI.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.codex/skills/aris-paper-claim-audit .claude/skills/aris-paper-claim-audit && 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 "aris-paper-claim-audit" agent skill from https://github.com/appleweiping/WEIPING_WIKI/tree/main/.codex/skills/aris-paper-claim-audit into .claude/skills/aris-paper-claim-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aris-paper-claim-audit", 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/appleweiping/WEIPING_WIKI/tree/main/.codex/skills/aris-paper-claim-auditType 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 appleweiping/WEIPING_WIKI --skill aris-paper-claim-audit -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install appleweiping/WEIPING_WIKI aris-paper-claim-audit --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/appleweiping/WEIPING_WIKI.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.codex/skills/aris-paper-claim-audit .agents/skills/aris-paper-claim-audit && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "aris-paper-claim-audit" agent skill from https://github.com/appleweiping/WEIPING_WIKI/tree/main/.codex/skills/aris-paper-claim-audit into .agents/skills/aris-paper-claim-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aris-paper-claim-audit", 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 appleweiping/WEIPING_WIKI --skill aris-paper-claim-audit -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install appleweiping/WEIPING_WIKI aris-paper-claim-audit --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/appleweiping/WEIPING_WIKI.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.codex/skills/aris-paper-claim-audit .cursor/skills/aris-paper-claim-audit && 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 "aris-paper-claim-audit" agent skill from https://github.com/appleweiping/WEIPING_WIKI/tree/main/.codex/skills/aris-paper-claim-audit into .cursor/skills/aris-paper-claim-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aris-paper-claim-audit", 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/appleweiping/WEIPING_WIKI.git --path .codex/skills/aris-paper-claim-audit--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 appleweiping/WEIPING_WIKI --skill aris-paper-claim-audit -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install appleweiping/WEIPING_WIKI aris-paper-claim-audit --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/appleweiping/WEIPING_WIKI.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.codex/skills/aris-paper-claim-audit .gemini/skills/aris-paper-claim-audit && 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 "aris-paper-claim-audit" agent skill from https://github.com/appleweiping/WEIPING_WIKI/tree/main/.codex/skills/aris-paper-claim-audit into .gemini/skills/aris-paper-claim-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aris-paper-claim-audit", 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 appleweiping/WEIPING_WIKI aris-paper-claim-auditInstalls 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 appleweiping/WEIPING_WIKI --skill aris-paper-claim-audit -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/appleweiping/WEIPING_WIKI.git skills-src && mkdir -p .github/skills && cp -r skills-src/.codex/skills/aris-paper-claim-audit .github/skills/aris-paper-claim-audit && 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 "aris-paper-claim-audit" agent skill from https://github.com/appleweiping/WEIPING_WIKI/tree/main/.codex/skills/aris-paper-claim-audit into .github/skills/aris-paper-claim-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aris-paper-claim-audit", 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 appleweiping/WEIPING_WIKI --skill aris-paper-claim-audit -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install appleweiping/WEIPING_WIKI aris-paper-claim-audit --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/appleweiping/WEIPING_WIKI.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.codex/skills/aris-paper-claim-audit .opencode/skills/aris-paper-claim-audit && 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 "aris-paper-claim-audit" agent skill from https://github.com/appleweiping/WEIPING_WIKI/tree/main/.codex/skills/aris-paper-claim-audit into .opencode/skills/aris-paper-claim-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aris-paper-claim-audit", 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
aris-paper-claim-audit- GitHub stars
- 119
- Token cost
- ~1.7k tokens
- SKILL.md length
- 648 words
- Files
- 1
- Skills in repo
- 51
- Repo updated
- First seen
- Licence
- MIT
At a glance
Codex's FINAL gate role. An agent skill from appleweiping/WEIPING_WIKI.
- Works in 5 steps: Claim Extraction → Evidence Verification → Overclaim Detection → …
- SKILL.md covers Role, Phase 1: Claim Extraction, Phase 2: Evidence Verification and Phase 3: Overclaim Detection, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Aris Paper Claim Audit is an agent skill from appleweiping/WEIPING_WIKI. Codex's FINAL gate role. Extract every claim, verify evidence backing, detect overclaims, check consistency. This is the last check before submission — nothing passes without a READY verdict from this audit.
Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: knowledge base managed with an LLM workflow. The licence is MIT.
Example prompts
- “/aris-paper-claim-audit”
Workflow steps
5 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 76fdc42. 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
Aris Paper Claim Audit loads about 1.7k tokens when it runs. Until then it costs about 58 tokens; SKILL.md has 648 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 appleweiping/WEIPING_WIKI at commit 76fdc42, republished under its MIT licence (© appleweiping). 648 words, ~1,679 tokens.
Download SKILL.mdSave it as
.claude/skills/aris-paper-claim-audit/SKILL.md (or your agent's skills folder).- name
- aris-paper-claim-audit
- description
- Codex's FINAL gate role. Extract every claim, verify evidence backing, detect overclaims, check consistency. This is the last check before submission — nothing passes without a READY verdict from this audit.
- triggers
- paper-claim-audit, final audit, 论文声明审核, pre-submission, claim verification, overclaim check
- role
- auditor
- agent
- codex
ARIS Paper Claim Audit: Final Submission Gate
Role
You are the FINAL GATEKEEPER. This audit runs LAST, after all revisions. If a paper passes this audit with READY status, it is cleared for submission. If not, it goes back for revision — no exceptions.
Your mandate: No overclaim survives. No unsupported claim ships.
Phase 1: Claim Extraction
Process
- Read the abstract — extract every factual claim
- Read the introduction — extract every contribution claim
- Read the conclusion — extract every summary claim
- Read section headers and topic sentences — extract method claims
- Compile into the master claim table
Claim Categories
| Category | Definition | Example |
|---|---|---|
| Performance | Quantitative improvement claims | "achieves 15% better accuracy" |
| Novelty | First/new/original claims | "first method to combine X and Y" |
| Generality | Scope/applicability claims | "works across all circuit topologies" |
| Efficiency | Speed/resource claims | "10x faster than baseline" |
| Theoretical | Proof/guarantee claims | "provably converges in O(n)" |
| Qualitative | Subjective quality claims | "significantly improves" |
Master Claim Table
| # | Claim (verbatim quote) | Location | Category | Evidence Location | Status |
|---|---|---|---|---|---|
| 1 | §X, line Y | §Z, Table/Fig N | Supported/Weak/Unsupported |
Phase 2: Evidence Verification
For EACH claim in the master table, verify:
Verification Criteria
| Evidence Type | Sufficient For | Insufficient For |
|---|---|---|
| Single experiment | Specific narrow claim | General claims |
| Multiple experiments | Method works in tested cases | "Always" / "all" claims |
| Ablation study | Component contribution | Overall superiority |
| Statistical test | Significance claims | Practical importance |
| Proof/theorem | Theoretical guarantees | Empirical performance |
| Qualitative example | Illustration | Performance claims |
Verification Output
For each claim, assign one status:
- SUPPORTED: Clear, direct evidence exists. Claim matches evidence scope.
- WEAKLY SUPPORTED: Evidence exists but doesn't fully cover the claim's scope.
- UNSUPPORTED: No evidence found for this claim.
- OVERCLAIMED: Evidence exists but claim overstates what evidence shows.
- CONTRADICTED: Evidence actually contradicts the claim.
Phase 3: Overclaim Detection
Automatic Red-Flag Words
Scan for these words/phrases and verify each has backing:
| Red-Flag Term | Requires | Found? | Backed? |
|---|---|---|---|
| "significantly" | Statistical test (p-value) or large margin | ||
| "state-of-the-art" / "SOTA" | Comparison to ALL recent methods | ||
| "first" / "novel" / "pioneering" | Literature search confirming no prior work | ||
| "outperforms all" | Comparison to ALL relevant baselines | ||
| "robust" | Testing under perturbation/noise/edge cases | ||
| "generalizes" | Testing on unseen domains/distributions | ||
| "optimal" | Proof of optimality or exhaustive search | ||
| "scalable" | Testing at multiple scales with timing | ||
| "efficient" | Comparison of computational cost | ||
| "superior" | Head-to-head comparison with statistical rigor |
Overclaim Severity
- Critical: Claim is central to contribution and unsupported (submission blocker)
- Major: Claim is prominent but overclaimed (must fix before submission)
- Minor: Peripheral claim slightly overstated (fix if time permits)
Show full SKILL.md (254 more words)Show less
Phase 4: Consistency Check
Cross-Section Consistency
Verify these match across the paper:
| Check | Sections Compared | Consistent? |
|---|---|---|
| Numbers match | Abstract vs. Tables | |
| Numbers match | Introduction claims vs. Experiments | |
| Numbers match | Conclusion vs. Tables | |
| Method described consistently | Method section vs. Experiments | |
| Contributions list | Introduction vs. Conclusion | |
| Baseline names | Related Work vs. Experiments | |
| Dataset details | Method vs. Experiments | |
| Notation | Throughout paper |
Common Inconsistencies
- Abstract says "15% improvement" but table shows 14.7%
- Introduction lists 3 contributions, conclusion mentions 4
- Method describes step X but experiments skip it
- Different notation for same variable in different sections
- Baseline called "Method-A" in one place and "MethodA" elsewhere
Phase 5: Final Verdict
Verdict Decision Matrix
| Condition | Verdict |
|---|---|
| 0 critical overclaims, 0 unsupported claims, 0 contradictions | READY |
| 0 critical, 1-2 major overclaims, all fixable with word changes | READY WITH EDITS |
| 1+ critical overclaim OR 3+ major overclaims | NEEDS REVISION |
| Any contradicted claim | NEEDS REVISION |
| Systematic inconsistency across sections | NEEDS REVISION |
Verdict Template
CLAIM AUDIT VERDICT: [READY / READY WITH EDITS / NEEDS REVISION]
Summary Statistics:
- Total claims extracted: N
- Supported: N
- Weakly supported: N
- Unsupported: N
- Overclaimed: N
- Contradicted: N
Critical Issues (submission blockers):
1. [Issue — exact location — required fix]
Major Issues (must fix):
1. [Issue — exact location — suggested fix]
Minor Issues (fix if time permits):
1. [Issue — exact location]
Consistency Errors:
1. [Mismatch — locations]
FINAL DECISION: [CLEARED FOR SUBMISSION / RETURN FOR REVISION]Execution Protocol
- This audit runs AFTER aris-auto-review-loop issues have been addressed
- This is a PASS/FAIL gate — there is no "close enough"
- If verdict is NEEDS REVISION, specify exactly what must change
- Do NOT suggest new experiments — only flag what's claimed vs. shown
- Be literal: if the paper says "all", it must mean ALL
- Re-run this audit after revisions until READY is achieved
Interaction with Other Skills
- Runs AFTER: aris-paper-write (structural), aris-auto-review-loop (full review)
- Runs BEFORE: final submission
- Complements: aris-citation-audit (which checks references, not claims)
- This is the LAST gate. If this passes, the paper ships.
© appleweiping, 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 .codex/skills/aris-paper-claim-audit of appleweiping/WEIPING_WIKI.
Open the folder on GitHubat commit 76fdc42
Compare with similar skills
Aris Paper Claim Audit 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 |
|---|---|---|---|---|---|---|
| Aris Paper Claim Audit this skillappleweiping/WEIPING_WIKI | 119 | — | ~1.7k | Automated safety check: Pass | MIT | |
| Claimsruvnet/ruflo | 74k | 1 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Extractalirezarezvani/claude-skills | 28k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Gate Testsvercel/next.js | 143k | — | ~2.8k | Automated safety check: Pass | MIT | |
| Browser Extractruvnet/ruflo | 74k | — | ~888 | Automated safety check: Notes | MIT | |
| Gateplugin87/ux-ui-agent-skills | 1.6k | — | ~532 | Automated safety check: Pass | MIT |
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Questions about Aris Paper Claim Audit
What does Aris Paper Claim Audit do?
Codex's FINAL gate role. An agent skill from appleweiping/WEIPING_WIKI. Aris Paper Claim Audit is an agent skill from appleweiping/WEIPING_WIKI. Codex's FINAL gate role.
How do I install Aris Paper Claim Audit in Claude Code?
Run `npx skills add appleweiping/WEIPING_WIKI --skill aris-paper-claim-audit -a claude-code`. Or copy the skill folder (.codex/skills/aris-paper-claim-audit in appleweiping/WEIPING_WIKI) into .claude/skills/aris-paper-claim-audit in your project. Claude Code loads it when a task matches its description.
How do I install Aris Paper Claim Audit in Codex?
Run `npx skills add appleweiping/WEIPING_WIKI --skill aris-paper-claim-audit -a codex`. Or copy the skill folder (.codex/skills/aris-paper-claim-audit in appleweiping/WEIPING_WIKI) into .agents/skills/aris-paper-claim-audit in your project. Codex loads it when a task matches its description.
Can I use Aris Paper Claim Audit 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 appleweiping/WEIPING_WIKI --skill aris-paper-claim-audit -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/aris-paper-claim-audit, .gemini/skills/aris-paper-claim-audit, .github/skills/aris-paper-claim-audit and .opencode/skills/aris-paper-claim-audit in your project.
What does Aris Paper Claim Audit need to run?
SKILL.md names no scripts, command-line tools or credentials: Aris Paper Claim Audit is instructions for the agent only.
Does Aris Paper Claim Audit 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 Aris Paper Claim Audit 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 Aris Paper Claim Audit use?
Aris Paper Claim Audit 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 Aris Paper Claim Audit use?
About 1.7k tokens (SKILL.md is roughly 6.7k 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 Aris Paper Claim Audit?
Skills that share tags, products or a category with Aris Paper Claim Audit: Claims (ruvnet/ruflo, 74k stars), Extract (alirezarezvani/claude-skills, 28k stars), Gate Tests (vercel/next.js, 143k stars) and Browser Extract (ruvnet/ruflo, 74k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Aris Paper Claim Audit?
appleweiping (a GitHub user) maintains it in appleweiping/WEIPING_WIKI, which has 119 GitHub stars. The repository holds 51 skills in this directory. The repository was last updated on August 26, 2026.
Source: appleweiping/WEIPING_WIKI on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.