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 pnp/sharepoint-skills --skill kb-ai-review-litegit clone --depth 1 https://github.com/pnp/sharepoint-skillsWrote 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/pnp/sharepoint-skills/kb-ai-review-lite)<a href="https://agentmods.dev/skills/pnp/sharepoint-skills/kb-ai-review-lite"><img src="https://agentmods.dev/badge/skills/pnp/sharepoint-skills/kb-ai-review-lite/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/pnp/sharepoint-skills/kb-ai-review-lite"><img src="https://agentmods.dev/badge/skills/pnp/sharepoint-skills/kb-ai-review-lite.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Excessive Agency · line 198 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
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 | $0.03668 |
| Opus 5 | $0.00022 | $0.01834 |
| Sonnet 5 | $0.00009 | $0.00734 |
| Haiku 4.5 | $0.00004 | $0.00367 |
Grade A, and why
kb-ai-review-lite 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 — 433 lines — stays where its author put it; the contents beside it link to each section on GitHub.
KB AI Review Lite
Goal
Perform a lightweight AI validation pass on one or more KB files and store the result as metadata only.
This sample intentionally focuses on one pattern: create required list columns when absent, then populate them.
Use Cases
Use this skill when the user asks to:
- run a KB review
- generate review notes
- add missing review columns
- mark completion and next review timing
Prompt examples:
- "review these KB files"
- "run AI review"
- "create AI review columns and summarize"
Guardrails
- Do NOT modify the original KB document content.
- Do NOT create or upload draft Word files.
- Do NOT publish content.
- Only update the fields defined in this skill.
- Return results in Markdown.
Required Columns (Create If Missing)
Before processing, inspect library schema and ensure all columns below are present.
- AI Review State
- Type:
Choice - Internal name:
AIReviewState - Choices:
Review Complete,Not Run,Published - Recommended default:
Not Run
- AI Review Summary
- Type:
Note(multi-line text) - Internal name:
AIReviewSummary - Required capacity: long text
- When creating in a document library, you MUST set
UnlimitedLengthInDocumentLibrary: truein the field schema at creation time. The default is false and caps input at 255 characters, which will cause writeback failures. This is not optional.
- AI Draft Payload
- Type:
Note(multi-line text) - Internal name:
AIDraftPayload - Content format: Markdown
- Required capacity: long text
- When creating in a document library, you MUST set
UnlimitedLengthInDocumentLibrary: truein the field schema at creation time. The default is false and caps input at 255 characters, which will cause writeback failures. This is not optional.
- Completed On
- Type:
DateTime - Internal name:
CompletedOn
- Reviewed By
- Type:
Text - Internal name:
ReviewedBy - Value guidance: current user or active agent display name
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 · 433 lines · 44 tokens per session scan A 6ad219789622
kb-ai-review-lite is a skill published in the GitHub repository pnp/sharepoint-skills (118 stars, last pushed 3d ago), licensed MIT. It adds 44 tokens to every session and 3,668 once invoked, about $0.0002 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
html-ppt-obsidian-claude-gradient
OpenDesign's enterprise AI-adoption brief: local-first agents at work, the risk controls, the ROI, and the rollout plan. Built as a decision-grade AI literacy deck for leadership, IT, security.
skill-doc-delivery
Convert markdown to DOCX, PPTX, XLSX, PDF office documents — use when you need exportable deliverables.
skill-deck
Generate slide deck presentations from briefs — use when you need slides, pitch decks, or visual summaries.
speech-to-text
Transcribe audio to text using ElevenLabs Scribe v2. Use when converting audio/video to text, generating subtitles, transcribing meetings, or processing spoken content.
msgraph-files
Read OneDrive and SharePoint files via the Microsoft 365 MCP server — list folder contents, fetch item metadata, inspect versions and sharing permissions. Use when locating a document in OneDrive/SharePoint, checking who a file is shared with, or reviewing file version history.
managedcode-markitdown
Use ManagedCode.MarkItDown when a .NET application needs deterministic document-to-Markdown conversion for ingestion, indexing, summarization, or content-processing workflows. USE FOR: ManagedCode.MarkItDown integration; document ingestion flows; Office or rich-text conversion to Markdown; indexing and summarization…