AgentSkillsCN

skill-update

Neo4j 代理的自我提升机制。指导各代理及时上报所需技能更新。

SKILL.md
--- frontmatter
name: skill-update
description: Self-improvement protocol for Neo4j agents. Instructs agents to report skill updates needed.

Skill Update Protocol

MANDATORY: Before returning results, check if skill files need updates. This is not optional.

Report Format

You cannot edit files directly. Instead, include this block in your response:

code
SKILL_UPDATE_NEEDED
action: ADD | CORRECT | REMOVE
file: /full/path/to/SKILL.md
content: |
  the exact content to add, correct, or remove
reason: why this update is needed

The main agent will execute the edit.

When to Report

ADD - New Discovery

You found a working query pattern or data gap not in the skill file.

Data gaps include:

  • Schema tool returned incomplete/incorrect data
  • Query returned unexpected empty/null results
  • Data didn't match documented expectations
  • Property name different than expected (camelCase vs snake_case)

CORRECT - Wrong Entry

You see an entry in Known Data Gaps that is incorrect based on your queries.

REMOVE - Outdated Entry

You see an entry that's no longer true (issue was fixed, data now exists).

Skill File Paths

DomainPathScope
Schema/home/faisal/EventMarketDB/.claude/skills/neo4j-schema/SKILL.mdSchema issues, MCP tool gaps
Entity/home/faisal/EventMarketDB/.claude/skills/neo4j-entity/SKILL.mdCompany, Sector, Industry
Report/home/faisal/EventMarketDB/.claude/skills/neo4j-report/SKILL.mdSEC filings, exhibits
News/home/faisal/EventMarketDB/.claude/skills/neo4j-news/SKILL.mdNews, fulltext/vector
Transcript/home/faisal/EventMarketDB/.claude/skills/neo4j-transcript/SKILL.mdTranscripts, Q&A
XBRL/home/faisal/EventMarketDB/.claude/skills/neo4j-xbrl/SKILL.mdXBRL facts, concepts

Rules

  • Use generic patterns ($param, not hardcoded values)
  • Don't duplicate existing patterns
  • Don't report failed/empty queries as patterns
  • Include exact content so main agent can copy-paste

Version 1.4 | 2026-01-11 | Changed to report-based updates