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 7xuanlu/wenlan --skill curategit clone --depth 1 https://github.com/7xuanlu/wenlanWrote 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/7xuanlu/wenlan/curate)<a href="https://agentmods.dev/skills/7xuanlu/wenlan/curate"><img src="https://agentmods.dev/badge/skills/7xuanlu/wenlan/curate/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/7xuanlu/wenlan/curate"><img src="https://agentmods.dev/badge/skills/7xuanlu/wenlan/curate.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 | $0.00055 | $0.01254 |
| Opus 5.5 | $0.00022 | $0.00502 |
| Sonnet 5.5 | $0.00011 | $0.00251 |
| Haiku 4.5 | $0.00006 | $0.00125 |
Grade A, and why
curate scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
This is a copy
97% identical to curate — 236 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 159 lines — stays where its author put it; the contents beside it link to each section on GitHub.
/curate
Power-user audit of Wenlan pending surfaces. Daily flow should stay light:
/brief shows the top pending revisions and /handoff previews recent pending
captures. Use /curate only when the user asks to walk the queue.
Safety protocol
Perform no mutation until the user replies. Ambiguous replies do not mutate. Cancellation, no reply, or unclear syntax is a no-op.
Render at most four items at a time. Number every item. Ask for explicit action syntax:
1 accept
2 dismiss
3 skip
4 edit: <replacement text>
Do not rely on hidden pagination state across turns. After applying a batch, re-list before showing another batch.
/curate revisions
Use the local CLI, not MCP, because revision actions must key on the exact
revision_source_id.
Resolve wenlan:
if command -v wenlan >/dev/null 2>&1; then
W="$(command -v wenlan)"
elif [ -x "$HOME/.wenlan/bin/wenlan" ]; then
W="$HOME/.wenlan/bin/wenlan"
else
echo "wenlan not found"
exit 127
fi
"$W" --format json curate
If wenlan is missing, tell the user to run /setup.
The JSON array contains:
revision_source_id: staged revision id; action key for accept/dismiss.target_source_id: original memory id; context only.content: revised text.source_agent: proposer.original: current text when available.diff: ready-made OLD/NEW preview when available.
Render up to four revisions:
Pending revisions:
1. revision_source_id: <rev_id>
target: <target_source_id>
proposed: "<content>"
diff:
<diff or "(original unavailable)">
Reply with: 1 accept, 1 dismiss, 1 skip
Apply only explicit actions:
"$W" curate accept <revision_source_id>
"$W" curate dismiss <revision_source_id>
accept replaces the original memory with that named revision. dismiss
unstages the false revision link and keeps both memories as independent rows.
skip does nothing.
/curate captures
If the user names a space, parse space:<name> and pass it to
mcp__wenlan__list_pending. Otherwise leave space off so the audit covers
all pending captures.
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.
- 1mo ago First seen · 159 lines · 55 tokens per session scan A 28b3809751ba
curate is a skill published in the GitHub repository 7xuanlu/wenlan (79 stars, last pushed 13d ago), licensed Apache-2.0. It adds 55 tokens to every session and 1,254 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 97% identical to curate, differing in 236 lines, and is treated as a copy.
Other skills, from other repositories
wenlan-handoff
End a work session. Stores durable captures, writes a narrative session log, and automatically applies typed item-level deltas to the current Space Brief. Invoked as /wenlan-handoff.
wenlan-brief
Read the current Space-owned project Brief from Wenlan. With an optional topic, appends separately labeled related context from the same Space. Invoked as /wenlan-brief [topic] when resuming work or asking to catch up.
handoff
End a work session. Stores durable captures, writes a narrative session log, and automatically applies typed item-level deltas to the current Space Brief. Invoked as /handoff.
brief
Read the current Space-owned project Brief from Wenlan. With an optional topic, appends separately labeled related context from the same Space. Invoked as /brief [topic] when resuming work or asking to catch up.
run-wenlan-app
Build, launch, screenshot, and drive the wenlan-app Tauri desktop app in dev mode on macOS (WKWebView) or Windows (WebView2). Use when asked to run or start the app, verify a UI change in the real running app (not just tests), or take a screenshot of it.
curate
Power-user audit of Wenlan's pending surfaces: accept or dismiss pending revisions (conflicts/merges), or audit pending captures (not yet confirmed). Most users want /brief for revisions; that handles the daily flow. Use /wenlan curate only for explicit deep-walk audits after bulk imports, or to walk the full queue…