Ingest Triage

Ingest Triage is a Data skill for Claude Code, published by Kaelio in ktx.

1.5K stars99 forkson Kaelio/ktxAdded 2026/08/19+1% in starsRepository updated 2026/07/19

agentagent-skillsagentsai-agentai-agentsanalyticsanalytics-engineeringbusiness-intelligenceclaudeclaude-codeclaude-skillscodexcontext-layerdata-analysisdata-engineeringllmmcpmemorysemantic-layerskills

Install in seconds

Install Ingest Triage

Copy Ingest Triage into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/Kaelio/ktx/tree/main/packages/cli/src/skills/ingest_triage ~/.claude/skills/ingest_triage

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/Kaelio/ktx.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: packages/cli/src/skills/ingest_triage/SKILL.md in Kaelio/ktx
Installs to: ~/.claude/skills/ingest_triage
Collection: One of 17 skills cataloged from this repository
Category: Data — 668 skills

What Ingest Triage does

Ingest Triage classifies and resolves conflicts detected during data bundle ingest, including structural duplicates, definitional contradictions, near-duplicate clusters, re-ingest changes, and evictions. Use it before writes that could collide with existing artifacts in a semantic layer.

Ingest Triage is cataloged under Data on DirSkills. Ingest Triage comes from a repository tagged agent, agent-skills, agents, ai-agent and ai-agents.

Documentation

README

Excerpt

Ingest Triage - conflict classification and resolution

This skill is loaded in two contexts:

By a Stage 3 WorkUnit agent when sl_discover, deterministic projection output, existing project memory, or prior provenance overlaps with what the current WorkUnit is about to write.
By the Stage 4 reconciliation agent for cross-WorkUnit sweeps, accepted patch overlap, and eviction decisions.

Apply the rules below before every write that could collide with an existing artifact.

Decision tree

Is this the same artifact I'm producing now, or a different one with the same name? Read both. If names match and content matches (modulo whitespace): no conflict - skip the write, the prior one stands.

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Ingest Triage

What else does Kaelio publish alongside Ingest Triage?
Ingest Triage is one of 17 skills that DirSkills catalogs from Kaelio/ktx, the repository it ships in. Its siblings there include Google Drive Doc Synthesis, Historic SQL Patterns and Historic SQL Table Digest. Each one is a separate skill with its own page in this directory, installs the same way Ingest Triage does, and is maintained by Kaelio in that same repository. The rest of the collection is listed on the Kaelio/ktx page.
How does Ingest Triage compare to other Data skills?
Ingest Triage ranks #375 by stars among the 668 Data skills in this catalog. The most-starred ones next to it are Benchmark Methodology, Jupyter Notebook and Solana. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Ingest Triage against them. Open each page to compare what they document and how they install.