Atif SQL — Data skill for Claude Code
ATIF-native analytics over Claude Code agent trajectories: convert sessions to ATIF, materialize a corpus, query it with DuckDB.
How to install Atif SQL
This entry records only its repository, not the path inside it, so there is no
exact command to give. Open laithalsaadoon/atif-sql and copy the folder into
~/.claude/skills/, or the file into ~/.claude/agents/.
What Atif SQL does
ATIF-native analytics over Claude Code agent trajectories: convert sessions to ATIF, materialize a corpus, query it with DuckDB.
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README
atif-sql
[](https://github.com/laithalsaadoon/atif-sql/actions/workflows/check.yml) [](https://github.com/laithalsaadoon/atif-sql/actions/workflows/security.yml) [](https://github.com/laithalsaadoon/atif-sql/actions/workflows/codeql.yml) [](https://github.com/laithalsaadoon/atif-sql/actions/workflows/scorecard.yml)  [](LICENSE)
ATIF-native analytics over agent trajectories.
Claude Code sessions (`~/.claude/projects/**/*.jsonl`) and Codex CLI rollouts (`~/.codex/sessions/**/rollout-*.jsonl`) are converted to ATIF (Harbor's Agent Trajectory Interchange Format, see the Harbor ATIF RFC: RFC-0001 in ), materialized as a corpus, and queried through DuckDB views. Converting once at the boundary — with an explicit, tested fidelity policy for what upstream drops — beats re-deriving trajectory semantics inside every SQL view. Both agents land in the same views, and `sessions.agent` says which one a row came from.
Install
One command, one package, every capability. Conversion, materialization, the DuckDB surface, the LLM analytics pipelines, and semantic search are all in the box — there are no extras to choose and nothing to install afterwards to make a command work.
uv tool install atif-sql # the CLI on PATH
uvx atif-sql schema # or run it without installingPython 3.13 or newer. The install is substantial and deliberately so: 113 runtim
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