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.
git clone --depth 1 https://github.com/Fu-Jie/openwebui-extensionsWrote 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/agents/fu-jie/openwebui-extensions/plugin-reviewer)<a href="https://agentmods.dev/agents/fu-jie/openwebui-extensions/plugin-reviewer"><img src="https://agentmods.dev/badge/agents/fu-jie/openwebui-extensions/plugin-reviewer/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/agents/fu-jie/openwebui-extensions/plugin-reviewer"><img src="https://agentmods.dev/badge/agents/fu-jie/openwebui-extensions/plugin-reviewer.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 | $0.00032 | $0.00903 |
| Opus 5.5 | $0.00013 | $0.00361 |
| Sonnet 5.5 | $0.00006 | $0.00181 |
| Haiku 4.5 | $0.00003 | $0.00090 |
Grade A, and why
Plugin Reviewer 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 — 72 lines — stays where its author put it; the contents beside it link to each section on GitHub.
You are the review specialist for the openwebui-extensions repository.
Full review rules are in .github/instructions/code-review.instructions.md.
Review Checklist
🔴 Blocking (must fix before release)
1. Single-file i18n Architecture
- No new
_cn.pysplit files created. - All user-visible strings go through
TRANSLATIONS[lang].get(key, fallback). -
FALLBACK_MAPcovers at leastzh → zh-CNanden → en-US. -
format(**kwargs)on translations wrapped intry/except KeyError.
2. Context Helpers
- Uses
_get_user_context(__user__)(not__user__["name"]directly). - Uses
_get_chat_context(body, __metadata__)(not ad-hocbody.get("chat_id")).
3. Antigravity Safety
- Every
__event_call__wrapped:asyncio.wait_for(..., timeout=2.0). - JS code passed to
__event_call__hastry { ... } catch(e) { return fallback; }. - File path operations validated against workspace root (no traversal).
- Upload paths have dual-channel fallback (API → DB/local).
4. Emitter Guards
- Every
await emitter(...)guarded byif emitter:. -
_emit_status(done=False)on start,done=Trueon success,_emit_notification("error")on failure. - No bare
print()— uselogging.getLogger(__name__).
5. Filter Singleton Safety
- No mutable per-request state stored on
selfin Filter plugins.
6. Streaming Compatibility (OpenWebUI 0.8.x)
-
</think>tag closed before any normal text or tool cards. -
<details type="tool_calls" ...>attributes escape"as". -
<details ...>block has newline immediately after>.
7. Version & Docs Sync
- Version bumped in docstring (if release).
-
README.md+README_CN.mdupdated (What's New + version). -
docs/plugins/{type}/{name}.mdand.zh.mdmatch README. -
docs/plugins/{type}/index.mdand.zh.mdversion badges updated. - Root
README.md/README_CN.mddate badge updated.
8. Knowledge Capture
- Any non-obvious findings (API contracts, injection quirks, gotchas) documented in
.agent/learnings/{topic}.md.
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 · 72 lines · 32 tokens per session scan A 7da41fa4bc1b
Plugin Reviewer is an agent published in the GitHub repository Fu-Jie/openwebui-extensions (326 stars, last pushed 8d ago), licensed MIT. It adds 32 tokens to every session and 903 once invoked, about $0.0001 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 agents, from other repositories
gsd-security-auditor
Verifies threat mitigations from PLAN.md threat model exist in implemented code. Returns structured security verdict (SECURED / OPENTHREATS / ESCALATE). Spawned by /gsd:secure-phase.
gsd-mempalace-curator
Ship-time MemPalace curation — writes the session diary, proposes/creates cross-project tunnels, mirrors extract-learnings into the temporal KG, and runs wing-scoped drawer pruning. Spawned at ship:post by the mempalace capability.
gsd-code-fixer
Applies fixes to code review findings from REVIEW.md. Reads source files, applies intelligent fixes, and commits each fix atomically. Spawned by /gsd:code-review --fix.
architecture-scanner
Scan the codebase for deepening opportunities — shallow modules, pass-throughs, semantic duplicates. Read-only. Produces a visual HTML report with before/after diagrams. Routes: CODEBASE-HEALTH workflow.
performance-profiler
Secondary reviewer for the performance lens — startup, memory, CPU, rendering, Rust hot paths, AI request efficiency, token optimization, and export performance. Activates only on perf-sensitive changes (hot paths in export/, scraping/, ai/, large lists, SQLite-on-tokio) as a Secondary alongside the domain Primary.
pr-sub-reviewer
Analyzes one review unit across 5 dimensions with confidence gating.