Real Skill packageSource verifiedClawHub registry

Knowledge Retrieval Publish

A local-first document search skill with PPT/PDF support, dual-channel retrieval (keyword + AI semantic), and progressive description evolution. Designed for knowledge workers with years of local files. 给知识工作者和顾问的本地文件检索方案。支持 PPT/PDF 多格式、BM25+AI 双通道搜索、越用越聪明。适合手里有大量本地文档、不想搬上云的人。

Identity and source

Publisher attributionkittitysregistry owner unverified by skillvetai
Functional categorySearch, Research & Knowledgeautomatically inferred · 74% rule confidence
Package forminstruction with code11 recorded files
Canonical sourceClawHub registryclawhub:kittitys:local-knowledge-retrieval
Open canonical source ↗

Platform declarations

These states come from the source or distribution context. None of the entries below are SkillVetAI compatibility test results.

OpenClawnative officialProvenance: registry distribution

Independent structural checks

These checks parse the fixed package against dated platform rules. They do not execute the Skill or verify task behavior.

Claude Codepasses structure
Checker 0.1.0 · agent-skills-2026-08-13+claude-code-docs-2026-08-13 · 9/18/2026.claude/skills/knowledge-retrieval

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenAI Codexpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+codex-docs-2026-08-13 · 9/18/2026.agents/skills/knowledge-retrieval

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenClawpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+openclaw-docs-2026-08-13 · 9/18/2026skills/knowledge-retrieval

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

Installation and inspection

This command is recorded from the source ecosystem and resolves the registry's latest release. The fixed release shown on this page should be inspected before adoption.

clawhub install @kittitys/local-knowledge-retrieval
clawhub inspect @kittitys/local-knowledge-retrieval --version 3.3.0

Security evidence

SkillVetAI static result: no findings detected

This automated, non-executing scan is bound to this release hash. It is not a safety certification and may contain false positives or false negatives.

Status
completed
Coverage
full text content
Files
10 / 11 inspected as text
Checked
9/18/2026, 4:41:00 AM
Scanner
0.1.3
Policy
1.0.3
4 inferred permission indicators
  • shell execution — automatically inferred
  • network access — automatically inferred
  • filesystem read — automatically inferred
  • filesystem write — automatically inferred
1 dependency and API indicators
  • api: github.com
External clawhub result: clean

This is registry-supplied evidence for the recorded release, not an independent SkillVetAI scan. Check the canonical source for the full report, scanner versions, scope, and current moderation state.

Evidence checked
9/17/2026, 5:45:04 PM
Release binding
Matches this record
  • vt: clean
  • skillspector: suspicious
  • llm: clean

Recorded files

The catalog stores hashes and an inventory summary for change detection. It does not republish the package contents.

Package content hashsha256:d339af6fb11748b2090cd4cd95cf9d40138ce52ce9facf877c8dc3114490cb4f
Show up to 11 recorded paths
  • references/degradation.md
  • references/environment-setup.md
  • references/file-handling.md
  • references/knowledge-base-conventions.md
  • references/phase-execution.md
  • references/quality-benchmark.md
  • references/roadmap.md
  • scripts/build_kb_index.py
  • scripts/search_kb.py
  • scripts/setup.bat
  • SKILL.md

Source changelog

local-knowledge-retrieval v3.3.0 - Improved documentation: Updated and streamlined SKILL.md for clarity, security, and user instructions. - Added a roadmap (references/roadmap.md) for clearer project direction. - Added a Windows setup script (scripts/setup.bat) for easier environment setup. - Removed outdated roadmap.md and skill-card.md files. - Updated reference guides for environment setup, conventions, and execution phases. - Refined build and search scripts to align with new documentation and setup enhancements.