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 agentmods add instructions/jiuge2467/dsh-studio/agents-mdgit clone --depth 1 https://github.com/jiuge2467/dsh-studioWhat 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 | $0.03559 | $0.03559 |
| Opus 5 | $0.01780 | $0.01780 |
| Sonnet 5 | $0.00712 | $0.00712 |
| Haiku 4.5 | $0.00356 | $0.00356 |
Grade A, and why
dsh-studio 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 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.
This is a copy
83% identical to deepseek-harness AGENTS.md — 50 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 — 150 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
DeepSeek Harness is a plugin-based agent harness on vendored Cordis: everything is a plugin. Read docs/architecture.md before changing packages/; follow docs/AGENTS.md for documentation.
Pre-release stance: foundation over blast radius
Remove this section at the first tagged release. With no external consumers, prefer the correct foundation over compatibility shims: rename or repackage freely and update every reference together. Backends reject old on-disk formats. SQLite uses monotonic SCHEMA_VERSION; dsh-session keeps SESSION_FORMAT_VERSION at 0 with no compatibility promise.
Repository layout
vendor/ Vendored Cordis source — manifest + sync procedure in vendor/README.md
packages/ @deepseek-ai/dsh-<pkg> workspaces at packages/<group>/<pkg>/
core/ product API spine: session, system-prompt, tools, agent, agent-loop
api/ Remote BFF assembly and Typert RPC gateway
typert/ type graph generator, loader, and runtime registry
llm/ LLM capability: Service Definition/Consumer + DeepSeek providers
e2b/ E2B POC: sandbox + FS/subprocess adapters
shell/ bash capability: Service Definition + local/pwsh providers + shell Consumers
subprocess/ subprocess capability + local process-tree provider
terminal/ persistent sessions
fs/ filesystem capability + policy
lsp/ language-server capability
skill/ skill provider registry + local impl + catalog/loader tool
web/ web capability: Service Definition + search/fetch providers + tool Consumer
compaction/ compaction capability + basic provider
context/ request-context plugins
subagent/ subagent capability: Service Definition + providers + delegation Consumers
bundle/ installable dsh --profile patch-layer bundles
workflow/ workflow capability + worker-thread provider + tool Consumer
todo/ todo_write tool
plan/ plan mode as logged state
preset/ per-session agent composition from preset cordis.yml files
guard/ loop-hygiene + tool-timeout plugins
self-modification/ the agent inspects/mounts its own plugins
hooks/ Claude Code/Codex hook bridges + wire-protocol library
session/ durable session data: persistence, projection, titles, telemetry
identity/ anonymous identity
settings/ user-settings capability + file provider
credentials/ credential-reference capability + env/.env provider
acp/ automation-only Agent Client Protocol server
interaction/ approval/interaction capabilities, permission, commands, ask-user
boot/ shared app-bin glue
sdk/ JSON-RPC protocol, server, and TypeScript client
examples/ demo bundles (agent-spine + CLI/ACP/JSON-RPC bins)
support/ dev/test infrastructure
util/ zero-dependency utilities
python/ Python SDK and bundled runtime (see python/README.md)
native/ @deepseek-ai/node-addon-landlock-run source of record (see native/README.md)
examples/ Runnable cordis.yml leaves over packages/examples bundles (see examples/AGENTS.md)
.agents/ Agent workflows and Agent Notes (`notes/`)
docs/ architecture, generated catalogs, postmortems, cookbook (see docs/AGENTS.md)
scripts/ repo gates and generators
website/ VitePress projection of selected bilingual docs/ sources
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 · 150 lines · 3,559 tokens per session scan A 12565e396ef6
dsh-studio AGENTS.md is an instructions file published in the GitHub repository jiuge2467/dsh-studio (11 stars, last pushed 15d ago), licensed MIT. It adds 3,559 tokens to every session, about $0.0178 per session on Opus 5. A static security scan graded it A with 0 findings. It is 83% identical to deepseek-harness AGENTS.md, differing in 50 lines, and is treated as a copy.
Other instructions, from other repositories
DSH-better-sidebar AGENTS.md
Instructions for omdsh-dev/DSH-better-sidebar, covering dsh-better-sidebar 仓库规则（agents）, 1. 仓库硬约束（必须遵守）, 2. ci 挂载冒烟（plugin-mount job / pnpm test:mount）, 3. dsh 0.1.2-alpha 适配要点（alpha 通道） and 4. npm 发版（github release → npm publish）.
dsh-TUI AGENTS.md
Instructions for ccch1mneyyy/dsh-TUI, covering agents.md, 仓库布局, 命令, 上游边界与契约 and 约定与红线.
dsh-worktable AGENTS.md
Instructions for Aisland-SJL/dsh-worktable, covering dsh-worktable 项目规则, 协作方式（用户定案，最高优先级）, 边界, 构建与验证 and 领域约定（会话中必须遵守）.
awesome-deepseek-harness-plugins AGENTS.md
Instructions for imsai-sh/awesome-deepseek-harness-plugins, covering repository instructions, the submission gate is the product, generated files, cross-repo contracts (no ci spans both repositories) and permanent urls.
dsh-launcher AGENTS.md
Instructions for Ruler4396/dsh-launcher, covering agents.md — 对本仓库中所有 ai agent 的强制指示, 🚨 第一优先：架构铁律（不读就动代码 = 违规）, 🔥 快速合规清单（动代码前自检）, 🧭 项目地图（定位代码） and ✅ 完成后必须自查.
dsh-mcp-panel AGENTS.md
Instructions for PerryLink/dsh-mcp-panel, covering agents.md, layout, hard rules applied here, config and build.