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 xiaojiou176-open/notebooklab --skill provenote-mcp-outcome-workflowsgit clone --depth 1 https://github.com/xiaojiou176-open/notebooklabWrote 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/xiaojiou176-open/notebooklab/provenote-mcp-outcome-workflows)<a href="https://agentmods.dev/skills/xiaojiou176-open/notebooklab/provenote-mcp-outcome-workflows"><img src="https://agentmods.dev/badge/skills/xiaojiou176-open/notebooklab/provenote-mcp-outcome-workflows/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/xiaojiou176-open/notebooklab/provenote-mcp-outcome-workflows"><img src="https://agentmods.dev/badge/skills/xiaojiou176-open/notebooklab/provenote-mcp-outcome-workflows.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 | $0.00038 | $0.00268 |
| Opus 5 | $0.00019 | $0.00134 |
| Sonnet 5 | $0.00008 | $0.00054 |
| Haiku 4.5 | $0.00004 | $0.00027 |
Grade A, and why
notebooklab-mcp-outcome-workflows 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 11d 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.
What it actually says
Purpose
Give local Claude Code users one tracked starter bundle for Notebooklab's existing MCP outcome surfaces.
This is a tracked example artifact. It is not a public plugin, skills, marketplace, or directory claim.
Read-first workflow
- confirm
notebooklab-mcpis available - list drafts
- list research threads
- list auditable runs
- only then move to a write-oriented action
Safe first mutations
research_thread.to_draftdraft.verifydraft.downloadauditable_run.createauditable_run.download
Validation
Before calling this bundle "working", prove all four:
- the host can execute
notebooklab-mcp - a read-first tool succeeds
- one narrow write-oriented workflow succeeds
- the result maps back to an inspectable repo-owned surface
Boundary
- compatibility/prep artifact only
- not an official Claude Code partnership or endorsement claim
- not a marketplace or directory listing
- keep the product center on long-context outcome work
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.
- 11d ago First seen · 44 lines · 38 tokens per session scan A b8d6eb86ac3a
notebooklab-mcp-outcome-workflows is a skill published in the GitHub repository xiaojiou176-open/notebooklab (1 stars, last pushed 17d ago), licensed MIT. It adds 38 tokens to every session and 268 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 2026-08-31.
Other skills, from other repositories
validate
Check that an Open Knowledge Format (OKF) bundle is conformant with the v0.2 spec (§11). Use when asked to validate, lint, or check an OKF bundle, or before committing changes to one. Runs a deterministic Python checker — not an eyeball pass. Also migrates a v0.1 bundle to v0.2 in place with --migrate.
memex-sync
Sync Zettelkasten cards across devices via git.
council
Multi-persona debate for founder decisions. 4 personas argue a topic across structured rounds.
raytsystem-watch
Inspect video, audio, or supplied transcripts through raytsystem Tool Hub and return evidence-bound speech, visual, OCR, action, transition, and timeline findings. Use for /watch, a YouTube/Loom/public Zoom/direct media URL, a local video or audio file, a transcript, or requests such as "watch this video", "analyze…
research-workflow-orchestrator
Run a resumable end-to-end research workflow that automates low-risk work, pauses at explicit human decision gates, records provenance, and routes each stage to the appropriate research-hub skill or MCP tool.
literature-triage-matrix
Turn a list of papers (Zotero collection, Obsidian cluster, manual list) into a compact comparison matrix written to .research/literaturematrix.md, instead of generic per-paper summaries. Use when the user asks to "make a literature matrix", "compare these papers by method/data/limitations", or "decide which papers…