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 serac-labs/serac --skill performance-analyticsgit clone --depth 1 https://github.com/serac-labs/seracWrote 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/serac-labs/serac/performance-analytics)<a href="https://agentmods.dev/skills/serac-labs/serac/performance-analytics"><img src="https://agentmods.dev/badge/skills/serac-labs/serac/performance-analytics/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/serac-labs/serac/performance-analytics"><img src="https://agentmods.dev/badge/skills/serac-labs/serac/performance-analytics.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00044 | $0.02654 |
| Opus 5.5 | $0.00018 | $0.01062 |
| Sonnet 5.5 | $0.00009 | $0.00531 |
| Haiku 4.5 | $0.00004 | $0.00265 |
Grade A, and why
performance-analytics 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 1mo 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 — 400 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Performance Analytics for ServiceNow
Performance Analytics (PA) provides advanced reporting and KPI tracking capabilities for measuring and improving business processes.
PA Architecture
Component Hierarchy
PA Dashboard
├── Widgets
│ ├── Scorecard Widget
│ ├── Time Series Chart
│ ├── Breakdown Pie Chart
│ └── Single Score
├── Indicators
│ ├── Number of Open Incidents
│ ├── Average Resolution Time
│ └── SLA Compliance Rate
├── Breakdowns
│ ├── By Priority
│ ├── By Assignment Group
│ └── By Category
└── Thresholds
├── Critical: > 100
└── Warning: > 50
Key Tables
| Table | Purpose |
|---|---|
pa_indicators |
KPI definitions |
pa_indicator_breakdowns |
Indicator-breakdown links |
pa_breakdowns |
Breakdown definitions |
pa_thresholds |
Threshold rules |
pa_widgets |
Dashboard widgets |
pa_dashboards |
Dashboard containers |
Indicators
Indicator Types
| Type | Aggregation | Example |
|---|---|---|
| Count | COUNT(*) | Number of incidents |
| Sum | SUM(field) | Total cost |
| Average | AVG(field) | Avg resolution time |
| Percentage | (A/B)*100 | SLA compliance % |
| Duration | Time calculation | Avg time to resolve |
Creating Count Indicator (ES5)
// Create "Open Incidents" indicator
var indicator = new GlideRecord("pa_indicators")
indicator.initialize()
indicator.setValue("name", "Open Incidents")
indicator.setValue("description", "Number of currently open incidents")
// Source configuration
indicator.setValue("cube", "pa_cubes_incident") // or table-based
indicator.setValue("facts_table", "incident")
indicator.setValue("conditions", "active=true")
// Aggregation
indicator.setValue("aggregate", "COUNT") // COUNT, SUM, AVG
// Display settings
indicator.setValue("direction", 2) // 1=Up is good, 2=Down is good
indicator.setValue("unit", "Incidents")
indicator.setValue("precision", 0) // Decimal places
// Scoring
indicator.setValue("frequency", "daily")
indicator.insert()
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.
- 1mo ago First seen · 400 lines · 44 tokens per session scan A 2e495803bb9e
performance-analytics is a skill published in the GitHub repository serac-labs/serac (78 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 44 tokens to every session and 2,654 once invoked, about $0.0002 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.
Other skills, from other repositories
sn-safe-write
Change ServiceNow data safely — plan first, apply only after review, verify, and know how to revert. Use whenever a create, update, upsert or delete on an instance is requested.
sn-discover
Map a ServiceNow instance into Markdown (version and counts, custom applications, per-scope tables and artefacts) with the server's own document generator. Use when asked to discover, survey, inventory or document an instance or its custom apps.
sn-security
Review the security posture of a ServiceNow instance — the ACL scan, hardening properties and cross-scope access — or explain why one user can or cannot read, write, create or delete a table, record or field. Use for a security review, a hardening check, or a "why can't this user see / edit it" question.
sn-upgrade
Review ServiceNow upgrade readiness — the upgrade history, the skipped records an upgrade left unresolved, base vs customer versions of one skip, and store apps with an update. Use after a family or patch upgrade, before planning one, or when asked which skipped records to revert, keep or merge.
sn-drift
Find configuration drift between two ServiceNow instances or against a saved snapshot, or review what an update set will change. Use when comparing dev / test / prod, checking a promotion, or reviewing an update set.
sn-impact
Estimate the blast radius of changing a ServiceNow table, field or script — what references it and what automation runs around it. Use before renaming, deleting or changing a field, table, script include or business rule.