kg-scan
Skill0 starsChanged 5 months agoNo licenceView on GitHub
Scan the web for new and emerging developments relevant to the AIDLC knowledge vault, then diff them against the existing nodes to surface what is genuinely new, what has materially changed, and what is not yet tracked. Use this whenever the user wants to scan, sweep, monitor, or check for new AI-native SDLC / AIDLC topics, recent developments, emerging trends, fresh research, papers, or news across the software product lifecycle domains, or asks "what's new", "what are we missing", "scan for updates", "anything emerging", "any new topics", or wants to keep the knowledge graph current. Produces a triage report and hands off writing to kg-add-node and kg-refresh — it does not write nodes itself.
In this repository11 other files it gives its agents.
- kg-add-nodeSkill
- kg-assessSkill
- kg-auditSkill
- kg-digestSkill
- kg-enrichSkill
- kg-linkSkill
- kg-refreshSkill
- report-briefSkill
- report-deckSkill
- report-qaSkill
- report-story-arcSkill
The file
We split this skill into the rules it gives an agent
1 rule. About 0 are common, 1 is distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈1
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
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Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.