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 wenlan-app/wenlan --skill wenlan-briefgit clone --depth 1 https://github.com/wenlan-app/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/wenlan-app/wenlan/wenlan-brief)<a href="https://agentmods.dev/skills/wenlan-app/wenlan/wenlan-brief"><img src="https://agentmods.dev/badge/skills/wenlan-app/wenlan/wenlan-brief/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/wenlan-app/wenlan/wenlan-brief"><img src="https://agentmods.dev/badge/skills/wenlan-app/wenlan/wenlan-brief.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 | $0.00645 |
| Opus 5.5 | $0.00022 | $0.00258 |
| Sonnet 5.5 | $0.00011 | $0.00129 |
| Haiku 4.5 | $0.00005 | $0.00064 |
Grade A, and why
wenlan-brief scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 80 lines — stays where its author put it; the contents beside it link to each section on GitHub.
/wenlan-brief
Read one Space's current project snapshot. The daemon Brief is authoritative;
~/.wenlan/sessions/_status/*.md is only a one-way human-readable receipt and must
never be read as product state.
1. Resolve the Space
Run the bundled resolver once. It prints the resolved Space line itself; an
empty space means unscoped, so omit space.
raw_args="<the full argument string passed to /wenlan-brief>"
resolved="$("{{WENLAN_SKILLS_DIR}}/wenlan/scripts/resolve-space.sh" --cwd "$PWD" --args "$raw_args")"
space="$(printf '%s\n' "$resolved" | cut -f1)"
source_layer="$(printf '%s\n' "$resolved" | cut -f2)"
topic_arg="$(printf '%s\n' "$resolved" | cut -f3-)"
2. Read the Brief
Call:
brief(
topic="<topic_arg only when the user supplied one>",
space="<resolved only when non-empty>"
)
Do not invent or infer a topic when the argument is absent. No topic means the
complete Brief alone. A topic means the same complete Brief plus a separate
Related Context section scoped to that Space.
Brief reads never create state. If the state is brief_not_created, explain
that the first /wenlan-handoff update will create it. If the state is
space_not_resolved, ask for a Space only when the working directory and
configuration cannot resolve one safely.
Render:
- Last-session summary.
- Active items.
- Backlog items.
- Related Context, only when returned.
Keep stable item IDs and versions available for later /wenlan-handoff reconciliation,
but do not clutter the normal user-facing list with them.
3. Pending revisions
After the Brief, call:
list_pending_revisions(limit=10)
If empty, say nothing. If the call fails, emit one warning and keep the Brief.
If non-empty, show at most the top three with target_source_id,
revision_content, and source agent. Never auto-action them.
- accept:
accept_revision(target_source_id="<id>") - dismiss:
dismiss_revision(target_source_id="<id>") - skip: no call
If more than three exist, point to /wenlan curate revisions.
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.
- yesterday First seen · 80 lines · 54 tokens per session scan A e94a00b89518
wenlan-brief is a skill published in the GitHub repository wenlan-app/wenlan (86 stars, last pushed yesterday), licensed Apache-2.0. It adds 54 tokens to every session and 645 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 2026-10-24.
Other skills, from other repositories
curate
Review pending Wenlan captures, revisions, or daemon refinements from Codex. Use for explicit audit walks after /brief or /handoff surfaces pending work. Invoked as /curate captures, /curate revisions, or /curate refinements.
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.
help
Show a one-screen Codex reference for the Wenlan plugin. Use when the user asks for Wenlan help, command list, invokes /help, or explicitly asks about import progress.
verify
Drive/evidence recipe for verifying wenlan changes at their real surfaces (daemon HTTP, CLI, MCP stdio). The handle file the built-in verify protocol expects; launch primitives live in the run-wenlan skill, deeper machinery (mutation audit, behavior trace, weekly sweep) in the prove skill.
run-wenlan
Build, launch, and stop the wenlan daemon (wenlan-server) for local dev and verification. Use when asked to run or restart the daemon, or before driving any surface (HTTP, CLI, MCP) against a live instance.
setup
Frictionless Wenlan setup for Codex. Detects a missing local runtime, installs or repairs it, and verifies the plugin to MCP to local runtime round-trip. Run when the user says "set up wenlan", "is wenlan working", or "fix wenlan".