Plugins

Autoevolución continua: estado del harness versionado, auditable y con reversión segura (prompts, memoria, skills, especificaciones de subagentes) refinado a partir de las trayectorias de sesión, con puertas de revisión y skills recargadas en caliente.

Autoevolución: el agente monta y desmonta en caliente plugins persistentes sobre sí mismo en mitad de la sesión.

Evidence-first self-evolution controller: bounded Cordis candidate generation, one-shot real-Loader admission, Harbor evaluation, and a crash-resumable journaled lineage.

Composable working, reasoning, quality, and human-reviewed self-evolution controls for DeepSeek Harness Web.

Verification-driven self-evolution loop: failure logs become verified AGENTS.md rules; in-session plugin (evolve_learn / evolve_apply / evolve_touch / evolve_recall), tool-verify gate, rule lifecycle, local recall.

Evidence-backed Skill self-evolution for DeepSeek Harness: redacted trajectory learning, quarantined proposals, arena validation, canary monitoring, automatic rollback.