glean-cost-tuning

Optimize Glean costs by managing indexed content volume, datasource efficiency, and connector resource usage. Trigger: "glean costs", "glean optimization", "reduce glean indexing".

الانتقال إلى التثبيت

المستودع: jeremylongshore/claude-code-plugins-plus-skills
آخر نشاط في المصدر: ١٧ يوليو ٢٠٢٦ في ٢٢:١٨
لغة SKILL.md المكتشفة: الإنجليزية
النجوم: ٢٬٦٠٤
التفرعات: ٣٧٨

خيارات التثبيت

يُحدَّد Prompt الذي يراجع المصدر أولًا بشكل افتراضي. يمكنك التبديل إلى أمر مباشر أو تنزيل نسخة محلية.

التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.

يتجاوز الأمر المباشر Prompt المخصّص للمراجعة. افحص المصدر قبل تشغيله.

npx skills add https://github.com/jeremylongshore/claude-code-plugins-plus-skills --skill glean-cost-tuning

يبقى الأمر في سطر واحد. مرّر أفقيًا لمراجعته كاملًا قبل النسخ.

تفضّل نسخة محلية؟ نزّل الملفات المتاحة حاليًا لدى SkillsMP.

مراجعة ملفات المصدر

اقرأ SKILL.md وأي ملفات مرافقة يعرضها SkillsMP قبل أن تقرر التثبيت.

SKILL.md

تعليمات المصدر · معاينة للقراءة فقط

العودة إلى البحث العودة إلى التثبيت

clerk-core-workflow-a

Implement user sign-up and sign-in flows with Clerk. Use when building authentication UI, customizing sign-in experience, or implementing OAuth social login. Trigger with phrases like "clerk sign-in", "clerk sign-up", "clerk login flow", "clerk OAuth", "clerk social login".

2026-07-23

clerk-core-workflow-b

Implement session management and middleware with Clerk. Use when managing user sessions, configuring route protection, or implementing token refresh and custom JWT templates. Trigger with phrases like "clerk session", "clerk middleware", "clerk route protection", "clerk token", "clerk JWT".

2026-07-23

clerk-enterprise-rbac

Configure enterprise SSO, role-based access control, and organization management. Use when implementing SSO integration, configuring role-based permissions, or setting up organization-level controls. Trigger with phrases like "clerk SSO", "clerk RBAC", "clerk enterprise", "clerk roles", "clerk permissions", "clerk organizations".

2026-07-23

عرض الكل من هذا المستودع

Component	Cost Driver	Optimization
Document indexing	Volume of indexed content across all sources	Filter drafts, templates, and archived content pre-index
User seats	Per-seat licensing	Audit active users quarterly; deprovision inactive accounts
Search queries	Query volume across the organization	Cache frequent queries; use search analytics to identify redundant patterns
Datasource connectors	Number of active connectors to maintain	Consolidate overlapping sources; remove unused connectors
Content storage	Size of indexed documents	Truncate body to 50KB; skip attachments over 10MB

class GleanIndexFilter {
  private staleThreshold = 365 * 24 * 60 * 60 * 1000; // 12 months

  shouldIndex(doc: { status: string; updatedAt: number; title: string; content: string }): boolean {
    if (doc.status === 'draft' || doc.status === 'archived') return false;
    if (Date.now() - doc.updatedAt > this.staleThreshold) return false;
    if (doc.title.startsWith('[Template]')) return false;
    if (doc.content.length < 50) return false;
    return true;
  }

  async incrementalIndex(docs: any[], lastSyncTimestamp: number): Promise<any[]> {
    // Only process documents modified since last sync — reduces indexing calls by 80-90%
    const modified = docs.filter(d => d.updatedAt > lastSyncTimestamp);
    const eligible = modified.filter(d => this.shouldIndex(d));
    return eligible.map(d => ({
      ...d,
      content: d.content.slice(0, 50_000) // Truncate to 50KB
    }));
  }
}

class GleanCostMonitor {
  private indexedDocs = 0;
  private queriesThisHour = 0;
  private budgetDocs = 100_000;

  recordIndexed(count: number): void {
    this.indexedDocs += count;
    const utilization = (this.indexedDocs / this.budgetDocs) * 100;
    if (utilization > 80) {
      console.warn(`Glean index at ${utilization.toFixed(0)}% capacity: ${this.indexedDocs}/${this.budgetDocs} docs`);
    }
  }

  getUtilization(): string {
    return `${((this.indexedDocs / this.budgetDocs) * 100).toFixed(1)}% index capacity used`;
  }
}

Issue	Cause	Fix
Index bloat exceeding budget	No content filtering on connectors	Apply shouldIndex filter to all datasource pipelines
Stale search results	Deleted docs still in index	Run nightly reconciliation to remove orphaned entries
Connector timeouts	Source system rate limiting	Implement backoff and schedule syncs during off-peak
Duplicate documents indexed	Same content in multiple datasources	Deduplicate by content hash before indexing
Query costs spiking	Bot or automated search traffic	Rate-limit API search consumers; whitelist known clients

name	glean-cost-tuning
description	Optimize Glean costs by managing indexed content volume, datasource efficiency, and connector resource usage. Trigger: "glean costs", "glean optimization", "reduce glean indexing".
allowed-tools	Read, Write, Edit
version	1.8.0
license	MIT
author	Jeremy Longshore <jeremy@intentsolutions.io>
tags	["saas","enterprise-search","glean"]
compatibility	Designed for Claude Code

name	glean-cost-tuning
description	Optimize Glean costs by managing indexed content volume, datasource efficiency, and connector resource usage. Trigger: "glean costs", "glean optimization", "reduce glean indexing".
allowed-tools	Read, Write, Edit
version	1.8.0
license	MIT
author	Jeremy Longshore <jeremy@intentsolutions.io>
tags	["saas","enterprise-search","glean"]
compatibility	Designed for Claude Code

glean-cost-tuning

خيارات التثبيت

مراجعة ملفات المصدر