indexion-segment 是做什麼的？
將文本分割為上下文區塊，用於 RAG/嵌入管道。根據意圖選擇視窗、TF-IDF、標點符號或混合策略進行文件分段與章節提取。
將文本分割為上下文區塊，用於 RAG/嵌入管道。根據意圖選擇視窗、TF-IDF、標點符號或混合策略進行文件分段與章節提取。
trkbt10/indexion-segment 是一個專為 RAG（檢索增強生成）與嵌入管道設計的文本分段技能。它能將長文件智慧地切割成具有上下文意義的區塊，支援多種分段策略：基於視窗的固定長度分割、TF-IDF 主題感知分割、標點符號結構感知分割，以及混合策略。使用者可根據意圖選擇最合適的策略，從而優化後續檢索與生成的品質。此技能適用於 Claude Code、Cursor、Codex 等 AI 代理平台，透過 SKILL.md 檔案定義配置與使用方式，讓開發者能輕鬆整合進文件處理工作流程中。
npx skills add https://github.com/trkbt10/indexion-skills/tree/main/skills/indexion-segmentInstalled? Explore more 程式設計與開發 skills: steipete/bluebubbles, steipete/eightctl, steipete/blucli · View all 6 →
將文本分割為上下文區塊，用於 RAG/嵌入管道。根據意圖選擇視窗、TF-IDF、標點符號或混合策略進行文件分段與章節提取。
This repo contains 8 individual skills — each has its own dedicated page.
Generate and use a pre-edit structure brief so coding agents learn likely owners, consumer surfaces, and unsafe edit locations before implementing.
Documentation analysis — assess coverage, detect code-to-doc drift with plan reconcile, visualize dependencies with doc graph. Answers "what needs docs?" and "are docs still accurate?"
Detect and review name/content drift in code using `indexion identity audit`, then plan verified renames, moves, folder changes, or splits.
Debug and inspect KGF specs — view tokenization results, parse trees, and extracted edges from source files. Use when adding/fixing language support or when indexion's analysis output looks wrong.
README construction — initialize template structure, generate per-package READMEs from doc comments, plan writing tasks, assemble root README from docs/ and package READMEs via doc.json config, and verify edits with `plan drift`.
After writing code, detect and clean up duplication at three levels — copy-paste blocks, cross-package shared code, unnecessary wrappers, and concept-level SoT violations. Detect with indexion, fix, and verify.
Generate SDD requirements from RFCs/specs and quantitatively verify implementation conformance. spec draft → spec align → spec verify → automated validation loop with codex/claude. Operate spec-to-impl drift gates as CI checks.
Project wiki lifecycle — create pages, track source changes with ingest, update stale pages, lint structural integrity, detect code-to-doc drift with reconcile, and manage search indexes. A runbook for navigating and maintaining the wiki as an agent.
Send and manage iMessages via BlueBubbles, including attachments, tapbacks, edits, replies, and groups.
Control Eight Sleep pods (status, temperature, alarms, schedules).
BluOS CLI (blu) for discovery, playback, grouping, and volume.
Create, search, and manage Bear notes via grizzly CLI.
Capture frames or clips from RTSP/ONVIF cameras.
Search GIF providers with CLI/TUI, download results, and extract stills/sheets.