/attach-db
Attach a DuckDB database file for use with /duckdb-skills:query. Explores the schema (tables, columns, row counts) and writes a SQL state file so subsequent queries can restore this session automatically via duckdb -init.
$ npx -y skills add duckdb/duckdb-skills --skill attach-db --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/attach-db
Context preview
The summary Claude sees to decide when to auto-load this skill.
Attach a DuckDB database file for use with /duckdb-skills:query. Explores the schema (tables, columns, row counts) and writes a SQL state file so subsequent queries can restore this session automatically via duckdb -init.
SKILL.md
attach-db.SKILL.mdname: attach-db
description: >
Attach a DuckDB database file for use with /duckdb-skills:query.
Explores the schema (tables, columns, row counts) and writes a SQL state file
so subsequent queries can restore this session automatically via duckdb -init.
argument-hint: <path-to-database.duckdb>
allowed-tools: Bash
You are helping the user attach a DuckDB database file for interactive querying.
Database path given: `$0`
Follow these steps in order, stopping and reporting clearly if any step fails.
**State file convention**: see the "Resolve state directory" section below. All skills share a single `state.sql` file per project. Once resolved, any skill can use it with `duckdb -init "$STATE_DIR/state.sql" -c "<QUERY>"`.
Step 1 — Resolve the database path
If `$0` is a relative path, resolve it against `$PWD` to get an absolute path (`RESOLVED_PATH`).
RESOLVED_PATH="$(cd "$(dirname "$0")" 2>/dev/null && pwd)/$(basename "$0")"
Check the file exists:
test -f "$RESOLVED_PATH"
- **File exists** -> continue to Step 2.
- **File not found** -> ask the user if they want to create a new empty database (DuckDB creates the file on first write). If yes, continue. If no, stop.
Step 2 — Check DuckDB is installed
command -v duckdb
If not found, delegate to `/duckdb-skills:install-duckdb` and then continue.
Step 3 — Validate the database
duckdb "$RESOLVED_PATH" -c "PRAGMA version;"
- **Success** -> continue.
- **Failure** -> report the error clearly (e.g. corrupt file, not a DuckDB database) and stop.
Step 4 — Explore the schema
First, list all tables:
duckdb "$RESOLVED_PATH" -csv -c "
SELECT table_name, estimated_size
FROM duckdb_tables()
ORDER BY table_name;
"
If the database has **no tables**, note that it is empty and skip to Step 5.
For each table discovered (up to 20), run:
duckdb "$RESOLVED_PATH" -csv -c "
DESCRIBE <table_name>;
SELECT count() AS row_count FROM <table_name>;
"
Collect the column definitions and row counts for the summary.
Step 5 — Resolve the state directory
Check if a state file already exists in either location:
# Option 1: in the project directory
test -f .duckdb-skills/state.sql && STATE_DIR=".duckdb-skills"
# Option 2: in the home directory, scoped by project root path
PROJECT_ROOT="$(git rev-parse --show-toplevel 2>/dev/null || echo "$PWD")"
PROJECT_ID="$(echo "$PROJECT_ROOT" | tr '/' '-')"
test -f "$HOME/.duckdb-skills/$PROJECT_ID/state.sql" && STATE_DIR="$HOME/.duckdb-skills/$PROJECT_ID"
If **neither exists**, ask the user:
> Where would you like to store the DuckDB session state for this project? > > 1. **In the project directory** (`.duckdb-skills/state.sql`) — colocated with the project, easy to find. You can choose to gitignore it. > 2. **In your home directory** (`~/.duckdb-skills/<project-id>/state.sql`) — keeps the project directory clean.
Based on their choice:
**Option 1:**
STATE_DIR=".duckdb-skills"
mkdir -p "$STATE_DIR"
Then ask: *"Would you like to gitignore `.duckdb-skills/`?"* If yes:
echo '.duckdb-skills/' >> .gitignore
**Option 2:**
PROJECT_ROOT="$(git rev-parse --show-toplevel 2>/dev/null || echo "$PWD")"
PROJECT_ID="$(echo "$PROJECT_ROOT" | tr '/' '-')"
STATE_DIR="$HOME/.duckdb-skills/$PROJECT_ID"
mkdir -p "$STATE_DIR"
Step 6 — Append to the state file
`state.sql` is a shared, accumulative init file used by all duckdb-skills. It may already contain macros, LOAD statements, secrets, or other ATTACH statements written by other skills. **Never overwrite it** — always check for duplicates and append.
Derive the database alias from the filename without extension (e.g. `my_data.duckdb` → `my_data`). Check if this ATTACH already exists:
grep -q "ATTACH.*RESOLVED_PATH" "$STATE_DIR/state.sql" 2>/dev/null
If not already present, append:
cat >> "$STATE_DIR/state.sql" <<'STATESQL'
ATTACH IF NOT EXISTS 'RESOLVED_PATH' AS my_data;
USE my_data;
STATESQL
Replace `RESOLVED_PATH` and `my_data` with the actual values. If the alias would conflict with an existing one in the file, ask the user for a name.
Step 7 — Verify the state file works
duckdb -init "$STATE_DIR/state.sql" -c "SHOW TABLES;"
If this fails, fix the state file and retry.
Step 8 — Report
Summarize for the user:
- **Database path**: the resolved absolute path
- **Alias**: the database alias used in the state file
- **State file**: the resolved `STATE_DIR/state.sql` path
- **Tables**: name, column count, row count for each table (or note the DB is empty)
- Confirm the database is now active for `/duckdb-skills:query`
If the database is empty, suggest creating tables or importing data.
Read more
name: attach-db description: > Attach a DuckDB database file for use with /duckdb-skills:query. Explores the schema (tables, columns, row counts) and writes a SQL state file so subsequent queries can restore this session automatically via duckdb -init. argument-hint: <path-to-database.duckdb> allowed-tools: Bash
You are helping the user attach a DuckDB database file for interactive querying.
Database path given: `$0`
Follow these steps in order, stopping and reporting clearly if any step fails.
**State file convention**: see the "Resolve state directory" section below. All skills share a single `state.sql` file per project. Once resolved, any skill can use it with `duckdb -init "$STATE_DIR/state.sql" -c "<QUERY>"`.
Step 1 — Resolve the database path
If `$0` is a relative path, resolve it against `$PWD` to get an absolute path (`RESOLVED_PATH`).
RESOLVED_PATH="$(cd "$(dirname "$0")" 2>/dev/null && pwd)/$(basename "$0")"
Check the file exists:
test -f "$RESOLVED_PATH"
- **File exists** -> continue to Step 2.
- **File not found** -> ask the user if they want to create a new empty database (DuckDB creates the file on first write). If yes, continue. If no, stop.
Step 2 — Check DuckDB is installed
command -v duckdb
If not found, delegate to `/duckdb-skills:install-duckdb` and then continue.
Step 3 — Validate the database
duckdb "$RESOLVED_PATH" -c "PRAGMA version;"
- **Success** -> continue.
- **Failure** -> report the error clearly (e.g. corrupt file, not a DuckDB database) and stop.
Step 4 — Explore the schema
First, list all tables:
duckdb "$RESOLVED_PATH" -csv -c " SELECT table_name, estimated_size FROM duckdb_tables() ORDER BY table_name; "
If the database has **no tables**, note that it is empty and skip to Step 5.
For each table discovered (up to 20), run:
duckdb "$RESOLVED_PATH" -csv -c " DESCRIBE <table_name>; SELECT count() AS row_count FROM <table_name>; "
Collect the column definitions and row counts for the summary.
Step 5 — Resolve the state directory
Check if a state file already exists in either location:
# Option 1: in the project directory test -f .duckdb-skills/state.sql && STATE_DIR=".duckdb-skills" # Option 2: in the home directory, scoped by project root path PROJECT_ROOT="$(git rev-parse --show-toplevel 2>/dev/null || echo "$PWD")" PROJECT_ID="$(echo "$PROJECT_ROOT" | tr '/' '-')" test -f "$HOME/.duckdb-skills/$PROJECT_ID/state.sql" && STATE_DIR="$HOME/.duckdb-skills/$PROJECT_ID"
If **neither exists**, ask the user:
> Where would you like to store the DuckDB session state for this project? > > 1. **In the project directory** (`.duckdb-skills/state.sql`) — colocated with the project, easy to find. You can choose to gitignore it. > 2. **In your home directory** (`~/.duckdb-skills/<project-id>/state.sql`) — keeps the project directory clean.
Based on their choice:
**Option 1:**
STATE_DIR=".duckdb-skills" mkdir -p "$STATE_DIR"
Then ask: *"Would you like to gitignore `.duckdb-skills/`?"* If yes:
echo '.duckdb-skills/' >> .gitignore
**Option 2:**
PROJECT_ROOT="$(git rev-parse --show-toplevel 2>/dev/null || echo "$PWD")" PROJECT_ID="$(echo "$PROJECT_ROOT" | tr '/' '-')" STATE_DIR="$HOME/.duckdb-skills/$PROJECT_ID" mkdir -p "$STATE_DIR"
Step 6 — Append to the state file
`state.sql` is a shared, accumulative init file used by all duckdb-skills. It may already contain macros, LOAD statements, secrets, or other ATTACH statements written by other skills. **Never overwrite it** — always check for duplicates and append.
Derive the database alias from the filename without extension (e.g. `my_data.duckdb` → `my_data`). Check if this ATTACH already exists:
grep -q "ATTACH.*RESOLVED_PATH" "$STATE_DIR/state.sql" 2>/dev/null
If not already present, append:
cat >> "$STATE_DIR/state.sql" <<'STATESQL' ATTACH IF NOT EXISTS 'RESOLVED_PATH' AS my_data; USE my_data; STATESQL
Replace `RESOLVED_PATH` and `my_data` with the actual values. If the alias would conflict with an existing one in the file, ask the user for a name.
Step 7 — Verify the state file works
duckdb -init "$STATE_DIR/state.sql" -c "SHOW TABLES;"
If this fails, fix the state file and retry.
Step 8 — Report
Summarize for the user:
- **Database path**: the resolved absolute path
- **Alias**: the database alias used in the state file
- **State file**: the resolved `STATE_DIR/state.sql` path
- **Tables**: name, column count, row count for each table (or note the DB is empty)
- Confirm the database is now active for `/duckdb-skills:query`
If the database is empty, suggest creating tables or importing data.
A Claude Code plugin that adds DuckDB-powered skills for data exploration and session memory.
Repo: duckdb/duckdb-skills
Other skills on duckdb-skills.
- /convert-file
Convert any data file to another format: CSV, Parquet, JSON, Excel, GeoJSON, and more. Use when the user says "convert to parquet", "save as xlsx", "export as JSON", "make this a CSV", "turn into parquet", or any variation of format-to-format conversion for data files. Also
Open skill - /duckdb-docs
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Open skill - /install-duckdb
Install or update DuckDB extensions. Each argument is either a plain extension name (installs from core) or name@repo (e.g. magic@community). Pass --update to update extensions instead of installing.
Open skill - /query
Run SQL queries against the attached DuckDB database or ad-hoc against files. Accepts raw SQL or natural language questions. Uses DuckDB Friendly SQL idioms.
Open skill - /read-file
Read any data file (CSV, JSON, Parquet, Avro, Excel, spatial, SQLite) or remote URL (S3, HTTPS). Use when user references a data file, asks "what's in this file", or wants to preview/profile a dataset. Not for source code.
Open skill - /read-memories
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Open skill

