Haipipe Probe Review | Agent Skills Atlas

About this skill

QA specialist of haipipe-probe. Three complementary checks. (1) STRUCTURAL: audits run quality (per-run sanity) and probe quality (statistical claim integrity) via checklists, produces ✅/⚠️/❌ + actionable issues. (2) INTEGRITY: Codex MCP fraud-pattern audit (ground-truth provenance, metric-definition consistency, phantom results, scope-language mismatch, individual/split leakage), writes INTEGRITYAUDIT.md. (3) SEMANTIC: Codex MCP judges whether evidence supports the intended claim (yes/partial/no + confidence), writes CLAIMSFROMRESULTS.md. The honest-science gate before a claim becomes a paper-able statement. Trigger: review, audit, qa, integrity, fraud check, fake ground truth, phantom results, scope check, claim verdict, supports?, /haipipe-probe-review.

Quick start

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Installation guide →

Review, license & listing details

Review the source before using this skill

This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.

Automated security scan: Partial

Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.

0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: 243614750977b07879d82b7fb43a199a7ab3b13ec6a327ec37a2ffe8352e2495

About scan coverage and limitations

Original listing metadata

Original name

haipipe-probe-review

Original description

QA specialist of haipipe-probe. Three complementary checks. (1) STRUCTURAL: audits run quality (per-run sanity) and probe quality (statistical claim integrity) via checklists, produces ✅/⚠️/❌ + actionable issues. (2) INTEGRITY: Codex MCP fraud-pattern audit (ground-truth provenance, metric-definition consistency, phantom results, scope-language mismatch, individual/split leakage), writes INTEGRITY_AUDIT.md. (3) SEMANTIC: Codex MCP judges whether evidence supports the intended claim (yes/partial/no + confidence), writes CLAIMS_FROM_RESULTS.md. The honest-science gate before a claim becomes a paper-able statement. Trigger: review, audit, qa, integrity, fraud check, fake ground truth, phantom results, scope check, claim verdict, supports?, /haipipe-probe-review.

About this listing

Category: Science & research
Reported license: MIT
Listing language (estimated): English
Review status: Not individually reviewed
Agent compatibility: Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.