SignalPilot
CommunityGoverned AI database access for dbt and SQL — sandboxed queries, schema discovery, and intelligent model building powered by SignalPilot
Claude Code
claude plugin install signalpilot
A community plugin: Anthropic has not reviewed it. Read the source before you install it.
Skills (25)
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Skill bigquery-sql
BigQuery-specific SQL patterns: UNNEST for array expansion, STRUCT, ARRAY_AGG, DATE_DIFF/DATE_ADD, backtick-quoted table references, EXCEPT/REPLACE in SELECT, approximate aggregation, partitioned…
Any agent
npx skills add signalpilot-labs/signalpilot-plugin --skill bigquery-sql
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Skill dbt-date-spines
Fix current_date/now() hazards in dbt date spine models. Replaces nondeterministic date references with data-driven boundaries from get_date_boundaries.
Any agent
npx skills add signalpilot-labs/signalpilot-plugin --skill dbt-date-spines
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Skill dbt-debugging
Load when dbt run or dbt parse fails. Covers YML duplicate patches, ref errors, passthrough model warnings, current_date fixes, DuckDB error messages, and zero-row diagnosis.
Any agent
npx skills add signalpilot-labs/signalpilot-plugin --skill dbt-debugging
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Skill dbt-knowledgebase
Populate the knowledge base from dbt project research. Proposes entries across all 6 categories at org, project, and connection scopes.
Any agent
npx skills add signalpilot-labs/signalpilot-plugin --skill dbt-knowledgebase
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Skill dbt-snapshots
Load when task involves dbt snapshots, SCD Type 2, or tracking data changes over time. Covers strategy selection, column casing, verification, and common pitfalls.
Any agent
npx skills add signalpilot-labs/signalpilot-plugin --skill dbt-snapshots
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Skill dbt-testing
Load when task involves adding, writing, or fixing dbt unit tests. Covers unit_tests YAML format, given/expect blocks, edge-case coverage, and the difference between unit tests and schema tests.
Any agent
npx skills add signalpilot-labs/signalpilot-plugin --skill dbt-testing
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Skill dbt-versioning
Load when task involves dbt model versioning, creating v2 of a model, or backward-compatible model changes. Covers versions YAML config, defined_in, latest_version, and ref() with version pins.
Any agent
npx skills add signalpilot-labs/signalpilot-plugin --skill dbt-versioning
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Skill dbt-workflow
Load FIRST before any dbt project work. Covers the full 8-step dbt workflow: project scanning, skill loading, validation, macro discovery, research, technical spec, SQL writing, and verification.
Any agent
npx skills add signalpilot-labs/signalpilot-plugin --skill dbt-workflow
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Skill dbt-write
Loaded at Step 2 for the full workflow. Covers column naming, type preservation, JOIN defaults, lookup joins, sibling models, materialization, packages, and filtering rules.
Any agent
npx skills add signalpilot-labs/signalpilot-plugin --skill dbt-write
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Skill domain-ecommerce
E-commerce domain knowledge: transaction lifecycle, driving tables, status filtering.
Any agent
npx skills add signalpilot-labs/signalpilot-plugin --skill domain-ecommerce
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Skill domain-financial
Financial reporting rules: grain consistency, balance sheets, double-entry ledgers, fiscal year boundaries, period-over-period calculations.
Any agent
npx skills add signalpilot-labs/signalpilot-plugin --skill domain-financial
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Skill domain-healthcare
Healthcare data science rules: encounter-based grain, clinical coding hierarchies, cost allocation, NULL semantics in clinical data.
Any agent
npx skills add signalpilot-labs/signalpilot-plugin --skill domain-healthcare
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Skill domain-hr
HR & operations rules: SCD current-record filtering, issue resolution metrics.
Any agent
npx skills add signalpilot-labs/signalpilot-plugin --skill domain-hr
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Skill domain-marketing
Marketing domain knowledge: attribution models, engagement funnel order.
Any agent
npx skills add signalpilot-labs/signalpilot-plugin --skill domain-marketing
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Skill domain-media
Media & entertainment domain knowledge: content catalogs, participation tables, ranking determinism.
Any agent
npx skills add signalpilot-labs/signalpilot-plugin --skill domain-media
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Skill domain-product
Product analytics rules: calendar spine cross-joins, date boundary caps, event type pivoting, first-run NULL behavior.
Any agent
npx skills add signalpilot-labs/signalpilot-plugin --skill domain-product
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Skill duckdb-sql
Load when hitting DuckDB syntax errors or writing DuckDB-specific SQL. Covers gotchas that differ from PostgreSQL/MySQL.
Any agent
npx skills add signalpilot-labs/signalpilot-plugin --skill duckdb-sql
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Skill knowledge-base
Write a technical spec after research. Distills exploration into structured decisions. On retries, read the existing spec instead of re-researching.
Any agent
npx skills add signalpilot-labs/signalpilot-plugin --skill knowledge-base
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Skill notion-context
Gather business context from Notion before dbt builds. Searches all configured integrations, extracts definitions/decisions/constraints, writes structured context for the build agent and…
Any agent
npx skills add signalpilot-labs/signalpilot-plugin --skill notion-context
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Skill signalpilot
BLOCKING REQUIREMENT: If the user's message mentions dbt, SQL, database, or data pipeline — invoke this skill as your FIRST tool call, BEFORE Read, Glob, Grep, Bash, or Agent.
Any agent
npx skills add signalpilot-labs/signalpilot-plugin --skill signalpilot
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Skill snowflake-sql
Snowflake-specific SQL patterns: QUALIFY for window filtering, LATERAL FLATTEN for arrays, semi-structured VARIANT data, ILIKE for case-insensitive matching, date functions, and time travel.
Any agent
npx skills add signalpilot-labs/signalpilot-plugin --skill snowflake-sql
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Skill sql-workflow
Use this skill before writing any SQL query. Covers: output shape inference (cardinality clues from the question), efficient schema exploration, iterative CTE-based query building, structured…
Any agent
npx skills add signalpilot-labs/signalpilot-plugin --skill sql-workflow
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Skill sqlite-sql
SQLite-specific SQL patterns: substr/instr for string ops, || for concatenation, LIKE (no ILIKE), date()/strftime() for dates, CAST for type coercion, no FULL OUTER JOIN, GROUP_CONCAT, typeof()…
Any agent
npx skills add signalpilot-labs/signalpilot-plugin --skill sqlite-sql
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Skill write-report
Generates an HTML report summarizing dbt project work: decisions, SQL, queries, verifier results, and visual charts. Only load when explicitly requested.
Any agent
npx skills add signalpilot-labs/signalpilot-plugin --skill write-report
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Skill xata
Load when working with Xata Postgres branches: connecting to a branch, diffing two branches, or checking whether an upstream branch's schema change breaks a dbt project or pipeline before it merges.
Any agent
npx skills add signalpilot-labs/signalpilot-plugin --skill xata
Agents (3)
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Agent notion-verify
Post-build verification and traceability report. Checks that Notion context was correctly applied to SQL, writes a governed report to Notion via SignalPilot.
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Agent value-verifier
Value verification: call verify_model_values MCP tool, then reason about column name vs aggregation alignment. Read-only - returns report only.
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Agent verifier
Structure verification: table existence, column completeness via map_columns, row counts, fan-out, cardinality. Read-only - returns report only.
From Anthropic's public plugin directory, read on 2026-10-15. Find a skill by task.