Rapport d’audit du skill
cold-start-problem Rapport d’audit.
Start and scale networked products using Andrew Chen''s "The Cold Start Problem" framework for network effects. Use when the user mentions "network effects", "chicken and egg", "cold start", "two-sided marketplace", "atomic network", "hard side", "liquidity", "critical mass", "invite-only launch", "how do I get my first users", or "the marketplace has no buyers or sellers". Also trigger when launching a marketplace, social, or collaboration product that is worthless without other users, deciding launch sequencing and seeding tactics, or diagnosing stalled network growth at scale. Covers the five stages: cold start, tipping point, escape velocity, hitting the ceiling, and the moat. For word-of-mouth virality, see contagious. For habit-driven retention, see hooked-ux.
Trust Score OpenAgentSkill
Trust Score OpenAgentSkill
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
Adoption GitHub
Validé86
2.1K stars GitHub
Activité stars/forks
Info77
2.1K stars et 215 forks; l’activité des issues n’est pas disponible dans les métadonnées actuelles
Maintenance récente
Validé88
1 mois depuis le dernier push
Clarté de licence
Validé86
MIT
Complétude README/SKILL.md
Validé86
Les métadonnées incluent suffisamment de contexte d’usage et de workflow
Risque dépendances/runtime
Validé90
Aucun indice majeur de risque de dépendance dans les métadonnées publiques
Disponibilité de l’installation
Validé92
npx skills add wondelai/skills --skill cold-start-problem
Sécurité de la commande d’installation
Validé92
Chemin d’installation standard de package ou runtime
Surface de permissions
Validé86
network or browser access
Preuve du dépôt
Validé86
https://github.com/wondelai/skills/tree/main/cold-start-problem
État de revue
Info66
Données de revue IA disponibles
Résultats prouvés par Agent
Info54
Pas encore de données de résultats Agent
Vérifications
Revue d’installation et d’adoption
Chemin d’installation
92
npx skills add wondelai/skills --skill cold-start-problem
Dépôt
88
https://github.com/wondelai/skills/tree/main/cold-start-problem
Licence
86
MIT
Maintenance
88
1 mois depuis le dernier push
Revue IA
55
SKILL.md lacks an explicit 'Limitations' or 'When not to use' section, so safe operating boundaries are not fully documented.
Complétude README/SKILL.md
86
Usable description available
Risque de dépendances
90
Aucun indice majeur de risque de dépendance dans les métadonnées publiques
Sécurité de la commande d’installation
92
Chemin d’installation standard de package ou runtime
Surface de permissions
86
network or browser access
Activité stars/forks
77
2.1K stars et 215 forks; l’activité des issues n’est pas disponible dans les métadonnées actuelles
Adoption
88
2.1K stars GitHub
Financial decision safety
20
Potential execution surface detected; do not connect live broker, exchange, wallet, or payment credentials.
Avertissements
- Financial research output is not financial advice; require human review before any live investment decision
- Potential broker, wallet, exchange, or real-money execution surface; sandbox and explicit approval are required
- SKILL.md lacks an explicit 'Limitations' or 'When not to use' section, so safe operating boundaries are not fully documented.
- The documented workflow is mostly a scoring rubric; a more explicit step-by-step usage flow would make agent execution more predictable.
- Financial research output is not financial advice; require human review before any live investment decision.
- This skill may touch real-money trading, broker, wallet, or exchange operations; use only in a sandbox with explicit approval.
- Quality score needs review
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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