Skill-Audit-Bericht
cold-start-problem Audit-Bericht.
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.
OpenAgentSkill Trust Score
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub-Akzeptanz
Bestanden86
2.1K GitHub-Stars
Star-/Fork-Aktivität
Info77
2.1K Stars und 215 Forks; Issue-Aktivität ist in den aktuellen Metadaten nicht verfügbar
Aktuelle Wartung
Bestanden88
1 Monate seit dem letzten Push
Lizenzklarheit
Bestanden86
MIT
README/SKILL.md-Vollständigkeit
Bestanden86
Metadaten enthalten ausreichend Nutzungs- und Workflow-Kontext
Abhängigkeits-/Laufzeitrisiko
Bestanden90
Keine wesentlichen Abhängigkeitsrisikohinweise in öffentlichen Metadaten
Installationsverfügbarkeit
Bestanden92
npx skills add wondelai/skills --skill cold-start-problem
Sicherheit des Installationsbefehls
Bestanden92
Standard-Paket- oder Laufzeit-Installationspfad
Berechtigungsumfang
Bestanden86
network or browser access
Repository-Nachweis
Bestanden86
https://github.com/wondelai/skills/tree/main/cold-start-problem
Prüfstatus
Info66
KI-Prüfdaten verfügbar
Agent-validierte Ergebnisse
Info54
Noch keine Agent-Ergebnisdaten
Prüfungen
Installations- und Adoptionsprüfung
Installationspfad
92
npx skills add wondelai/skills --skill cold-start-problem
Repository
88
https://github.com/wondelai/skills/tree/main/cold-start-problem
Lizenz
86
MIT
Wartung
88
1 Monate seit dem letzten Push
KI-Prüfung
55
SKILL.md lacks an explicit 'Limitations' or 'When not to use' section, so safe operating boundaries are not fully documented.
README/SKILL.md-Vollständigkeit
86
Usable description available
Abhängigkeitsrisiko
90
Keine wesentlichen Abhängigkeitsrisikohinweise in öffentlichen Metadaten
Sicherheit des Installationsbefehls
92
Standard-Paket- oder Laufzeit-Installationspfad
Berechtigungsumfang
86
network or browser access
Star-/Fork-Aktivität
77
2.1K Stars und 215 Forks; Issue-Aktivität ist in den aktuellen Metadaten nicht verfügbar
Akzeptanz
88
2.1K GitHub-Stars
Financial decision safety
20
Potential execution surface detected; do not connect live broker, exchange, wallet, or payment credentials.
Warnungen
- 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
Methode
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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