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.
npx skills add StefanTheCode/dotnet-ai-toolkit --skill ef-index-advisorgit clone --depth 1 https://github.com/StefanTheCode/dotnet-ai-toolkitWrote 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.
[](https://agentmods.dev/skills/stefanthecode/dotnet-ai-toolkit/ef-index-advisor)<a href="https://agentmods.dev/skills/stefanthecode/dotnet-ai-toolkit/ef-index-advisor"><img src="https://agentmods.dev/badge/skills/stefanthecode/dotnet-ai-toolkit/ef-index-advisor/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/stefanthecode/dotnet-ai-toolkit/ef-index-advisor"><img src="https://agentmods.dev/badge/skills/stefanthecode/dotnet-ai-toolkit/ef-index-advisor.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00102 | $0.00646 |
| Opus 5.5 | $0.00041 | $0.00258 |
| Sonnet 5.5 | $0.00020 | $0.00129 |
| Haiku 4.5 | $0.00010 | $0.00065 |
Grade A, and why
ef-index-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 2mo 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.
How it starts
The opening of the file, as written. The whole thing — 46 lines — stays where its author put it; the contents beside it link to each section on GitHub.
EF Core Index Advisor
Find the indexes a model is missing by looking at how its entities are queried, and emit the HasIndex configuration (plus column order and includes) — without over-indexing.
Input — point it at your code
Works on a target: a folder, project/solution, or GitHub URL. Find query patterns and current indexes with:
grep -rn "\.Where(\|\.OrderBy\|\.Join(\|\.FirstOrDefault\|\.Single" --include=*.cs <target>
grep -rn "HasIndex\|IsUnique" --include=*.cs <target>
How it reasons
For each frequently-queried entity, map predicates → index:
- Equality filters → index the filtered column(s). Multiple
ANDequality filters → composite index (most selective / most common first). - Range + equality → equality columns first, range column last.
OrderByafter a filter → include the sort column in the composite to avoid a sort.- Frequently selected extra columns → consider a covering index (
.IncludeProperties(...)). - Natural keys / dedupe → unique index.
- Foreign keys used in joins/filters → index them (EF indexes FKs by default, but verify composite needs).
Output
modelBuilder.Entity<Order>()
.HasIndex(o => new { o.CustomerId, o.Status, o.CreatedAt }) // filter CustomerId+Status, sort CreatedAt
.HasDatabaseName("IX_Orders_Customer_Status_Created");
modelBuilder.Entity<Order>()
.HasIndex(o => o.ExternalRef).IsUnique();
Principles
- Index for the queries you run, not every column. Every index speeds reads but slows writes and costs storage.
- Column order in composites matters — equality before range, common filters first.
- Confirm with the query plan. Recommend
EXPLAIN ANALYZE(Postgres) / actual execution plan (SQL Server) andToQueryString()to verify the index is used. - Watch for redundant indexes (a composite often makes a single-column one unnecessary).
How to use it & best prompts
"What indexes does this project need?", "why is this query slow — missing index?", "design a composite index for filtering by customer+status and sorting by date". Pairs with ef-core-query-optimizer.
What ships with it
1 file 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.
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.
- 2mo ago First seen · 46 lines · 102 tokens per session scan A a082e9f66797
ef-index-advisor is a skill published in the GitHub repository StefanTheCode/dotnet-ai-toolkit (26 stars, last pushed 2mo ago), licensed MIT. It adds 102 tokens to every session and 646 once invoked, about $0.0004 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.
ef-index-advisor compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| ef-index-advisorStefanTheCode/dotnet-ai-toolkit | Skill | 26 | 2mo ago | MIT | A | 102 | Claude Code |
| create-prprisma/orm | Skill | 48k | yesterday | Apache-2.0 | A | 48 | Claude Code, Codex |
| schema-explorationlangchain-ai/deepagents | Skill | 31k | yesterday | MIT | A | 57 | Claude Code, Codex |
| atlas-mssqlariga/atlas | Skill | 8.8k | yesterday | Apache-2.0 | A | 163 | Claude Code |
| ha-data-storesshiwenwen/hope-agent | Skill | 1.9k | yesterday | MIT | A | 115 | Claude Code, Codex |
| nornicdb-cypher-queriesorneryd/NornicDB | Skill | 923 | yesterday | MIT | A | 79 | Claude Code, Codex |
| volcengine-rds-postgresqlbytedance/agentkit-samples | Skill | 484 | today | Apache-2.0 | A | 63 | Claude Code, Codex |