Rapport d’audit du skill
self-improve Rapport d’audit.
Self-improving interaction skill that learns from user corrections and steering patterns. TRIGGER THIS SKILL when any of the following occur during a session: (1) The user corrects Claude's approach 3 or more times (e.g., "no, do X instead", "that's not what I meant", "actually...", rephrasing the same request, asking to redo work, expressing dissatisfaction). (2) At periodic context checkpoints (~25%, ~50%, ~75%) — this is routine logging, not a signal to stop. Capture learnings silently and continue working on the current task without interruption. (3) The user explicitly says "learn this", "remember this preference", "improve how you work with me", or similar self-improvement triggers. Also trigger when Claude notices repeated patterns of correction across a conversation, even before hitting the 3-correction threshold, if the pattern is clear. This skill is about making Claude better at working with this specific user over time. Use it liberally — it's better to learn too often than
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
Avertissement48
30 stars GitHub
Activité stars/forks
Avertissement43
30 stars et 1 forks; l’activité des issues n’est pas disponible dans les métadonnées actuelles
Maintenance récente
Validé88
2 mois depuis le dernier push
Clarté de licence
Validé86
MIT
Complétude README/SKILL.md
Info76
Les métadonnées publiques nécessitent davantage de contexte README/SKILL.md
Risque dépendances/runtime
Info72
Surface d’exécution de commandes
Disponibilité de l’installation
Validé92
npx skills add thumperL/claude-worktrace --skill self-improve
Sécurité de la commande d’installation
Validé92
Chemin d’installation standard de package ou runtime
Surface de permissions
Info76
Exécution shell ou de commande
Preuve du dépôt
Validé86
https://github.com/thumperL/claude-worktrace/tree/main/skills/self-improve
État de revue
Avertissement46
L’approbation de revue IA est absente
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 thumperL/claude-worktrace --skill self-improve
Dépôt
88
https://github.com/thumperL/claude-worktrace/tree/main/skills/self-improve
Licence
86
MIT
Maintenance
88
2 mois depuis le dernier push
Revue IA
55
Review approval is missing
Complétude README/SKILL.md
84
Usable description available
Risque de dépendances
72
Surface d’exécution de commandes
Sécurité de la commande d’installation
92
Chemin d’installation standard de package ou runtime
Surface de permissions
76
Exécution shell ou de commande
Activité stars/forks
43
30 stars et 1 forks; l’activité des issues n’est pas disponible dans les métadonnées actuelles
Adoption
42
30 stars GitHub
Financial decision safety
58
Research-only use: do not treat output as financial advice or execute a position without human approval.
Avertissements
- Financial research output is not financial advice; require human review before any live investment decision
- Low GitHub adoption signal
- L’approbation de revue IA est absente
- Financial research output is not financial advice; require human review before any live investment decision.
- Quality score needs review
- GitHub adoption: 30 GitHub stars
- Stars/forks activity: 30 stars, 1 forks; issue activity unavailable in current metadata
- Review status: AI review approval is missing
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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