sqlindex-advisor

sqlindex-advisor is a skill for Claude Code from vanterx/mssql-performance-skills. It costs 189 tokens per session (7,881 once invoked), scanned A, original, MIT.

An analysis of SQL Server execution plans and missing-index data that produces a ranked script for creating indexes.

In plain words
What is it for?
Use it to investigate slow queries and identify indexes for scans, lookups, sorts, joins, spools, and filtered queries.
Why use it?
It combines recommendations from query plans, SQL Server's optimizer, and server-wide usage data so index changes are not based on one signal alone.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: reads .claude/ paths.

Part of the mssql-performance-skills plugin — 26 skills, 3 hooks, 1 MCP server shipped together

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/vanterx/mssql-performance-skills/sqlindex-advisor
Any agent
npx skills add vanterx/mssql-performance-skills --skill sqlindex-advisor
Clone the repo
git clone --depth 1 https://github.com/vanterx/mssql-performance-skills

Made for: Claude Code.

Or install mssql-performance-skills, the plugin that ships this one along with the rest of its 26 skills, 3 hooks, 1 MCP server.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for sqlindex-advisor

README.md
[![agentmods](https://agentmods.dev/badge/skills/vanterx/mssql-performance-skills/sqlindex-advisor.svg)](https://agentmods.dev/skills/vanterx/mssql-performance-skills/sqlindex-advisor)
Your own site
<a href="https://agentmods.dev/skills/vanterx/mssql-performance-skills/sqlindex-advisor"><img src="https://agentmods.dev/badge/skills/vanterx/mssql-performance-skills/sqlindex-advisor.svg" alt="Measured on agentmods" height="20"></a>
Per session 189 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 7,881 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00189 $0.07881
Opus 5 $0.00095 $0.03941
Sonnet 5 $0.00038 $0.01576
Haiku 4.5 $0.00019 $0.00788

Measured 5d ago against content hash 30a6bcdcd1e4, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

Grade A, and why

sqlindex-advisor 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 5d 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.

skills/sqlindex-advisor/SKILL.md · 659 lines

How it starts

The opening of the file, as written. The whole thing — 659 lines — stays where its author put it; the contents beside it link to each section on GitHub.

SQL Server Index Advisor Skill

Purpose

Produce a prioritized, ready-to-run CREATE INDEX script from three independent sources:

  1. Operator-derived recommendations — index opportunities inferred directly from plan operator patterns (Key Lookups, expensive scans, Sort operators, Eager Index Spools, high-count Nested Loops, residual predicates, heap scans, backward scans, filtered index candidates, hash match probe-side scans)
  2. Optimizer suggestions — the explicit <MissingIndexGroup> elements SQL Server emits, consolidated and de-duplicated
  3. DMV datasys.dm_db_missing_index_details + sys.dm_db_missing_index_group_stats output, which provides server-wide frequency data (UserSeeks × AvgQueryCost) unavailable in plan files

All sources feed into a single unified merge and ranking pipeline. The final output contains one CREATE INDEX statement per table group — not one per source.

Input

Accept any of:

  • One or more .sqlplan file paths
  • Raw .sqlplan XML pasted inline
  • A description of plan operators if XML is not available
  • Output from sys.dm_db_missing_index_details + sys.dm_db_missing_index_group_stats (Source C — no plan file required):
-- Capture server-wide missing index data (run on the target instance)
SELECT
    mig.index_group_handle,
    mig.index_handle,
    migs.unique_compiles,
    migs.user_seeks,
    migs.user_scans,
    migs.avg_total_user_cost,
    migs.avg_user_impact,
    ROUND(migs.avg_total_user_cost * migs.avg_user_impact * (migs.user_seeks + migs.user_scans), 2) AS weighted_impact,
    mid.statement            AS table_name,
    mid.equality_columns,
    mid.inequality_columns,
    mid.included_columns
FROM sys.dm_db_missing_index_groups  mig
JOIN sys.dm_db_missing_index_details mid
  ON mig.index_handle = mid.index_handle
JOIN sys.dm_db_missing_index_group_stats migs
  ON mig.index_group_handle = migs.group_handle
ORDER BY weighted_impact DESC;

sys.dm_db_missing_index_groups exposes only index_group_handle and index_handleunique_compiles lives on sys.dm_db_missing_index_group_stats (migs), not on mig.

Read the full file on GitHub · 659 lines

Files

What ships with it

8 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 5d ago First seen · 659 lines · 189 tokens per session scan A 30a6bcdcd1e4

Subscribe to this mod's changes

sqlindex-advisor is a skill published in the GitHub repository vanterx/mssql-performance-skills (5 stars, last pushed 1mo ago), licensed MIT. It adds 189 tokens to every session and 7,881 once invoked, about $0.0009 per session on Opus 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 2026-08-31.

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