Borrowing it
Nothing to install: this file belongs to Vncntvx/dsh-zotero. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/Vncntvx/dsh-zotero/main/AGENTS.mdgit clone --depth 1 https://github.com/Vncntvx/dsh-zoteroWrote 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/instructions/vncntvx/dsh-zotero/agents-md)<a href="https://agentmods.dev/instructions/vncntvx/dsh-zotero/agents-md"><img src="https://agentmods.dev/badge/instructions/vncntvx/dsh-zotero/agents-md/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/instructions/vncntvx/dsh-zotero/agents-md"><img src="https://agentmods.dev/badge/instructions/vncntvx/dsh-zotero/agents-md.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 | $0.02022 | $0.02022 |
| Opus 5.5 | $0.00809 | $0.00809 |
| Sonnet 5.5 | $0.00404 | $0.00404 |
| Haiku 4.5 | $0.00202 | $0.00202 |
Grade A, and why
dsh-zotero AGENTS.md 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 today.
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 — 82 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
dsh-zotero is a DeepSeek Harness plugin: agents search, read, cite, and (when enabled and approved) write a local Zotero library through the loopback Local API (127.0.0.1:23119/api). It ships three Cordis bundle components: core, dsh-zotero/library (enabled), dsh-zotero/scholarly (disabled). Read docs/product-model.md before naming a component, surface, or scope.
Repository map
| Path | Ownership |
|---|---|
src/ |
Host runtime: ZoteroService (ctx.zotero), HTTP transport, provider |
src/local/ |
Local API domain pipelines behind the provider: search, browse, retrieve, export, changes, write |
src/library/ |
dsh-zotero/library component: ctx.zoteroLibrary panel endpoints and config |
src/scholarly/ |
dsh-zotero/scholarly component: external search, fusion, fulltext, citations (7 tools) |
src/tools/ |
The 21 host tools: 6 read + 15 write (write tools disabled by default) |
src/client/ |
Browser half bundled into lib/client.js: settings, 文献轨迹, 文献面板, tool cards |
tests/ |
Seven declared lanes by ownership and verification level; rules in tests/README.md |
docs/ |
Product and technical docs, maintained as zh/en pairs |
scripts/ |
Build, pack verification, harness pinning, test lint, smoke probes |
lib/ |
Generated output from tsc and esbuild; never edited |
Sources of truth
- Product model, vocabulary, component boundaries:
docs/product-model.md. - Architecture, data flow, service layers:
docs/architecture.md: read before changing services, jobs, the provider, or client surfaces. - Tool contracts, schemas, errors:
docs/tools.md: read before changing any tool. - Configuration schemas and defaults:
docs/configuration.md. - Build, launch, debug, release:
docs/development.md. - Test lanes, fixtures, verification levels, guards: tests/README.md: required before adding, moving, or refactoring tests or helpers.
- Upstream harness contracts: this repo is normally developed as a sibling checkout of
../deepseek-harness; its docs and types outrank this file.
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.
- today Changed · -1 lines · -38 tokens per session 826ae9cadd49
- 3d ago Changed · +1 lines · +28 tokens per session 4532ff524e0a
- 5d ago Changed · +3 lines · +224 tokens per session 11c3401479c1
- 6d ago Changed · +1 lines · +57 tokens per session 41028413f939
- 7d ago Changed · -5 lines · -167 tokens per session 0cb68b7d9bd5
- 8d ago Changed · +1 lines · +89 tokens per session 20a32a626e0d
- 9d ago Changed · +1 lines · +33 tokens per session 67e77934f428
- 12d ago Changed 023bc22f29cd
- 13d ago Changed · +4 tokens per session d32dd20a023b
- 14d ago First seen · 81 lines · 1,792 tokens per session scan A 429ef6161c53
dsh-zotero AGENTS.md is an instructions file published in the GitHub repository Vncntvx/dsh-zotero (67 stars, last pushed today), licensed MIT. It adds 2,022 tokens to every session, about $0.0081 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 2026-08-31.
dsh-zotero AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| dsh-zotero AGENTS.mdVncntvx/dsh-zotero | Instructions file | 67 | today | MIT | A | 2,022 | Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | today | MIT | A | 7,461 | Codex, OpenCode |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | yesterday | MIT | A | 4,680 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 5,516 | GitHub Copilot |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |