Method process

packages/memos-core/src/skill/evolver.ts:89–115

(task: Task)

  }

  private async process(task: Task): Promise<void> {
    const chunks = this.store.getChunksByTask(task.id);

    const { pass, skipReason } = this.evaluator.passesRuleFilter(chunks, task);
    if (!pass) {
      this.ctx.log.debug(`SkillEvolver: task ${task.id} skipped by rule filter: ${skipReason} (chunks=${chunks.length})`);
      this.store.setTaskSkillMeta(task.id, { skillStatus: "skipped", skillReason: skipReason });
      return;
    }

    const preferUpgrade = this.ctx.config.skillEvolution?.preferUpgradeExisting ?? DEFAULTS.skillPreferUpgrade;
    const relatedSkill = await this.findRelatedSkill(task);

    if (relatedSkill) {
      await this.handleExistingSkill(task, chunks, relatedSkill);
    } else if (preferUpgrade) {
      const nameCandidate = await this.findSkillByNameSimilarity(task);
      if (nameCandidate) {
        this.ctx.log.info(`SkillEvolver: preferUpgrade found name-similar skill "${nameCandidate.name}" for task "${task.title}"`);
        await this.handleExistingSkill(task, chunks, nameCandidate);
      } else {
        await this.handleNewSkill(task, chunks);
      }
    } else {
      await this.handleNewSkill(task, chunks);
    }
  }

  /** Max candidates to send to LLM for relevance judgment. */
  private static readonly RELATED_SKILL_CANDIDATE_TOP = 10;