Star200+

Rapport d’audit du skill

analytical-method-validation Rapport d’audit.

Plan, execute, and document validation, verification, and transfer of analytical procedures under the governing framework - ICH Q2(R2) and Q14, USP <1220>/<1225>/<1226>, ICH M10 bioanalytical, CLSI EP, or ISO/IEC 17025. Use for HPLC, LC-MS/MS, GC, CE, ICP-MS, dissolution, qNMR, qPCR, NIR, and ligand binding or cell-based assays whenever the question is whether a procedure is fit for its intended purpose. Triggers include "method validation", "analytical method validation", "AMV", "validation protocol", "acceptance criteria", "linearity", "reportable range", "accuracy and precision", "repeatability", "intermediate precision", "recovery", "LOD", "LOQ", "detection limit", "quantitation limit", "specificity", "robustness", "method transfer", "method comparison", "Deming", "Passing-Bablok", "Bland-Altman", "equivalence testing", "OOS investigation", "ICH Q2", "Q2(R2)", "Q14", "USP 1225", "ICH M10", "incurred sample reanalysis", "ISR", "CLSI EP", and any request to show that an assay works.

Expérimental · RevoirRevue nécessaireGénéré 22 août 2026Audit heuristique des métadonnées
85
Audit
75
Confiance
92
Qualité
77
Sécurité
100
Maintain
92
Installer

Trust Score OpenAgentSkill

75
Liste solide

Trust Score OpenAgentSkill

The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.

Adoption GitHub

Validé

100

34K stars GitHub

Activité stars/forks

Validé

97

34K stars et 3.3K forks; l’activité des issues n’est pas disponible dans les métadonnées actuelles

Maintenance récente

Validé

100

2 jours depuis le dernier push

Clarté de licence

Validé

86

MIT

Complétude README/SKILL.md

Validé

86

Les métadonnées incluent suffisamment de contexte d’usage et de workflow

Risque dépendances/runtime

Info

72

Surface d’exécution de commandes

Disponibilité de l’installation

Validé

92

npx skills add K-Dense-AI/scientific-agent-skills --skill analytical-method-validation

Sécurité de la commande d’installation

Validé

92

Chemin d’installation standard de package ou runtime

Surface de permissions

Avertissement

48

shell or command execution, filesystem or document access

Preuve du dépôt

Validé

86

https://github.com/K-Dense-AI/scientific-agent-skills/tree/main/skills/analytical-method-validation

État de revue

Info

66

Données de revue IA disponibles

Résultats prouvés par Agent

Info

54

Pas encore de données de résultats Agent

Vérifications

Revue d’installation et d’adoption

8 Validé · 13 Revue nécessaire

Chemin d’installation

92

Validé

npx skills add K-Dense-AI/scientific-agent-skills --skill analytical-method-validation

Dépôt

88

Validé

https://github.com/K-Dense-AI/scientific-agent-skills/tree/main/skills/analytical-method-validation

Licence

86

Validé

MIT

Maintenance

100

Validé

2 jours depuis le dernier push

Revue IA

55

Vérifier

SKILL.md excerpt does not include the full script usage and command outcomes; the agent may not know expected outputs or error handling without additional documentation.

Complétude README/SKILL.md

86

Validé

Usable description available

Risque de dépendances

72

Vérifier

Surface d’exécution de commandes

Sécurité de la commande d’installation

92

Validé

Chemin d’installation standard de package ou runtime

Surface de permissions

48

Corriger

shell or command execution, filesystem or document access

Activité stars/forks

97

Validé

34K stars et 3.3K forks; l’activité des issues n’est pas disponible dans les métadonnées actuelles

Adoption

88

Validé

34K stars GitHub

Financial decision safety

58

Vérifier

Research-only use: do not treat output as financial advice or execute a position without human approval.

Avertissements

  • Permission surface may require sandboxing
  • Financial research output is not financial advice; require human review before any live investment decision
  • SKILL.md excerpt does not include the full script usage and command outcomes; the agent may not know expected outputs or error handling without additional documentation.
  • The skill depends on legally obtained copies of paywalled standards; this is correctly handled but requires human access to those documents for full implementation.
  • No explicit 'do not execute arbitrary shell commands' guardrail is stated in SKILL.md, though the skill description and scripts appear constrained to safe, standard-library-only operations.
  • Financial research output is not financial advice; require human review before any live investment decision.
  • Quality score needs review
  • Permission surface needs review: shell or command execution, filesystem or document access
  • Permission surface: shell or command execution, filesystem or document access

Méthode

This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.

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