lance-duckdb: Skill for Claude Code

.agents/skills/lance-duckdb-update-lance-dependency/SKILL.md

lance-duckdb-update-lance-dependency is a skill for Claude Code, Codex from lance-format/lance-duckdb. It costs 62 tokens per session (969 once invoked), scanned A, original, Apache-2.0.

A repository workflow for changing the Lance Rust dependency used by lance-duckdb. Lance is the data-storage project that lance-duckdb depends on.

In plain words
What is it for?
Use it to update Lance to a chosen version or tag in the lance-duckdb repository, with optional branch, commit, push, and pull-request steps.
Why use it?
It provides a defined process for updating a dependency, checking for an existing pull request, and validating the change.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: installed under .agents/ (shared by several agents).

This is lance-format/lance-duckdb's own configuration. It tells Claude Code and Codex how to work on lance-duckdb itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything lance-duckdb configures →

Needs its repository: it runs a file that does not travel with it, so clone the repository first. The line is python3 ci/check_lance_release.py.

Reuse

Borrowing it

Nothing to install: this file belongs to lance-format/lance-duckdb. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/lance-format/lance-duckdb/main/.agents/skills/lance-duckdb-update-lance-dependency/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/lance-format/lance-duckdb

Made for: Claude Code, Codex.

Wrote this? Show the measurements

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README.md
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Per session 62 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 969 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00062 $0.00969
Opus 5.5 $0.00025 $0.00388
Sonnet 5.5 $0.00012 $0.00194
Haiku 4.5 $0.00006 $0.00097

Measured 20d ago against content hash 242a12ee45c6, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

lance-duckdb-update-lance-dependency scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 20d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.agents/skills/lance-duckdb-update-lance-dependency/SKILL.md · 91 lines

How it starts

The opening of the file, as written. The whole thing — 91 lines — stays where its author put it; the contents beside it link to each section on GitHub.

lance-duckdb Update Lance Dependency

Scope

Use this skill in the lance-format/lance-duckdb repository when updating Lance Rust dependencies to a specific Lance version or tag.

This updates an upstream dependency. lance-duckdb has no independent release version; do not bump its internal Cargo package version or create release tags.

Inputs can be a version (7.2.0-beta.1), a tag (v7.2.0-beta.1), a tag ref (refs/tags/v7.2.0-beta.1), or latest.

Workflow

  1. Confirm the worktree status with git status --short.

  2. Resolve the target Lance version:

    • If the input is latest, empty, or omitted, run:

      python3 ci/check_lance_release.py
      

      Parse the JSON output. If needs_update is not true, stop without creating a PR. Otherwise use latest_tag.

    • If the input is explicit, use it directly.

  3. Compute update metadata without changing files:

    python3 ci/update_lance_dependency.py "$TAG_OR_VERSION" --metadata-only
    

    Before making changes, check for an existing open PR with the emitted pr_title:

    gh pr list --search "\"$PR_TITLE\" in:title" --state open --limit 1 --json number,url,title
    

    If a matching open PR exists, stop and report it instead of creating a duplicate.

  4. Run the deterministic update entrypoint:

    python3 ci/update_lance_dependency.py "$TAG_OR_VERSION"
    

    This updates the direct Lance Rust crate versions in Cargo.toml, removes repository-local Lance [patch.crates-io] entries if present, refreshes Cargo.lock with precise Cargo updates, and prints JSON metadata containing branch_name, commit_message, and pr_title.

  5. Run validation:

    cargo fmt --all
    cargo check --manifest-path Cargo.toml
    cargo clippy --manifest-path Cargo.toml --all-targets
    

    If Cargo reports incompatible Arrow/DataFusion requirements, inspect the target Lance release requirements and update the pinned Arrow/DataFusion versions in Cargo.toml, then rerun python3 ci/update_lance_dependency.py "$TAG_OR_VERSION" and the validation commands. Fix real diagnostics and rerun validation until it succeeds.

Read the full file on GitHub · 91 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 20d ago Changed · +3 lines 242a12ee45c6
  2. 2mo ago First seen · 88 lines · 62 tokens per session scan A 264e7c9d2e23

Subscribe to this mod's changes

lance-duckdb-update-lance-dependency is a skill published in the GitHub repository lance-format/lance-duckdb (136 stars, last pushed 2d ago), licensed Apache-2.0. It adds 62 tokens to every session and 969 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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