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 dr-robert-li/cowork-wordpress-expert --skill diagnostic-performance-n1git clone --depth 1 https://github.com/dr-robert-li/cowork-wordpress-expertWrote 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/dr-robert-li/cowork-wordpress-expert/diagnostic-performance-n1)<a href="https://agentmods.dev/skills/dr-robert-li/cowork-wordpress-expert/diagnostic-performance-n1"><img src="https://agentmods.dev/badge/skills/dr-robert-li/cowork-wordpress-expert/diagnostic-performance-n1/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/dr-robert-li/cowork-wordpress-expert/diagnostic-performance-n1"><img src="https://agentmods.dev/badge/skills/dr-robert-li/cowork-wordpress-expert/diagnostic-performance-n1.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 | $0.00054 | $0.04908 |
| Opus 5 | $0.00027 | $0.02454 |
| Sonnet 5 | $0.00011 | $0.00982 |
| Haiku 4.5 | $0.00005 | $0.00491 |
Grade A, and why
diagnostic-performance-n1 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 12d 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 — 494 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Diagnostic: N+1 Query Pattern Detection
You detect potential N+1 query patterns in custom WordPress PHP code using a two-pass approach — grep for pattern candidates, then AI contextual analysis to confirm patterns and extract actual variable names for targeted rewrite suggestions.
Overview
The N+1 query anti-pattern occurs when a database query is executed inside a loop, causing one query per iteration instead of a single batch query. The problem scales linearly with content volume:
- 10 posts in a loop = 10 separate database queries instead of 1
- 100 posts in a loop = 100 queries instead of 1
- 1,000 posts in a loop = 1,000 queries instead of 1
This is one of the leading causes of WordPress performance degradation. A page that takes 200ms with 10 posts may take 2,000ms with 100 posts — not because the page design changed, but because loop queries multiply with data volume.
Why custom code only: Users cannot fix N+1 patterns in WooCommerce, Yoast SEO, Elementor, or other third-party plugins — those are maintained by their vendors. Flagging patterns in code users cannot modify wastes diagnostic time and creates alert fatigue. This skill scans custom themes and custom plugins only.
Prerequisites
Before scanning, you need:
LOCAL_PATH— path to the locally synced site files (fromsites.jsonvia/connector/diagnose)- No WP-CLI required — this skill performs purely static analysis on synced PHP files
Self-gate: If LOCAL_PATH is not set, does not exist, or contains no PHP files, return the skip finding immediately and stop.
# Check LOCAL_PATH exists and contains PHP files
if [ -z "$LOCAL_PATH" ] || [ ! -d "$LOCAL_PATH" ]; then
# Return PERF-N1-SKIP finding
exit 0
fi
PHP_FILE_COUNT=$(find "$LOCAL_PATH/wp-content/themes" "$LOCAL_PATH/wp-content/plugins" \
-name "*.php" 2>/dev/null | wc -l | tr -d '[:space:]')
if [ "$PHP_FILE_COUNT" -eq 0 ]; then
# Return PERF-N1-SKIP finding
exit 0
fi
Section 1: Target Directories
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.
- 12d ago First seen · 494 lines · 54 tokens per session scan A 78927d611042
diagnostic-performance-n1 is a skill published in the GitHub repository dr-robert-li/cowork-wordpress-expert (28 stars, last pushed 6mo ago), licensed MIT. It adds 54 tokens to every session and 4,908 once invoked, about $0.0003 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 2026-08-30.
Other skills, from other repositories
reproduce-bug
Reproduce a reported bug in googleapis/mcp-toolbox and decide whether it is real, delivering an evidence-backed verdict: confirmed, already fixed, misconfiguration, client-side, works as intended, not reproducible, or blocked. Use whenever a maintainer asks you to reproduce, verify, confirm, or investigate a bug…
fix-failing-tests
Diagnose a failing test in the googleapis/mcp-toolbox repo and land a fix by reasoning from the actual error: read the failure, reproduce it, shrink it until the cause is forced into the open, then fix the cause. Use this whenever a test or CI job is red, a build breaks after a change, many packages fail at once, or a…
triage-issues
Triage GitHub issues in the googleapis/mcp-toolbox repo: propose the correct labels (type / priority / product / status), check for duplicates, verify a bug has enough info to act on, and draft a triage comment. Use whenever a maintainer asks you to triage, label, categorize, prioritize, or "look at" an issue (or a…
postgresql-indexing
PostgreSQL indexing best practices for Prowler: index design, partial indexes, partitioned table indexing, EXPLAIN ANALYZE validation, concurrent operations, monitoring, and maintenance. Trigger: When creating or modifying PostgreSQL indexes, analyzing query performance with EXPLAIN, debugging slow queries, reviewing…
graphjin-eval
Create, extend, run, baseline, and diagnose GraphJin agent evaluations through the graphjin eval CLI.
axiom-audit-grdb-performance
Use when the user mentions GRDB performance review, slow GRDB queries, app-group database setup audit, a ValueObservation that stopped updating, or pre-release GRDB scan.