Mindmemos CLI
mindscale-noah/MindMemOS
Give an AI agent persistent, cross-session long-term memory through MindMemOS.
Internal contract for calling the dsh bridge from commands and the dsh-delegate agent — subcommands, flags, environment, and failure handling.
Install Dsh Delegate Runtime
$ npx skills add cpj-dev/dsh-plugin-cc --skill dsh-delegate-runtime -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install cpj-dev/dsh-plugin-cc dsh-delegate-runtime --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/cpj-dev/dsh-plugin-cc.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/dsh/skills/dsh-delegate-runtime .claude/skills/dsh-delegate-runtime && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "dsh-delegate-runtime" agent skill from https://github.com/cpj-dev/dsh-plugin-cc/tree/main/plugins/dsh/skills/dsh-delegate-runtime into .claude/skills/dsh-delegate-runtime/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dsh-delegate-runtime", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/cpj-dev/dsh-plugin-cc/tree/main/plugins/dsh/skills/dsh-delegate-runtimeType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add cpj-dev/dsh-plugin-cc --skill dsh-delegate-runtime -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install cpj-dev/dsh-plugin-cc dsh-delegate-runtime --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/cpj-dev/dsh-plugin-cc.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/dsh/skills/dsh-delegate-runtime .agents/skills/dsh-delegate-runtime && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "dsh-delegate-runtime" agent skill from https://github.com/cpj-dev/dsh-plugin-cc/tree/main/plugins/dsh/skills/dsh-delegate-runtime into .agents/skills/dsh-delegate-runtime/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dsh-delegate-runtime", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add cpj-dev/dsh-plugin-cc --skill dsh-delegate-runtime -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install cpj-dev/dsh-plugin-cc dsh-delegate-runtime --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/cpj-dev/dsh-plugin-cc.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/dsh/skills/dsh-delegate-runtime .cursor/skills/dsh-delegate-runtime && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "dsh-delegate-runtime" agent skill from https://github.com/cpj-dev/dsh-plugin-cc/tree/main/plugins/dsh/skills/dsh-delegate-runtime into .cursor/skills/dsh-delegate-runtime/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dsh-delegate-runtime", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/cpj-dev/dsh-plugin-cc.git --path plugins/dsh/skills/dsh-delegate-runtime--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add cpj-dev/dsh-plugin-cc --skill dsh-delegate-runtime -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install cpj-dev/dsh-plugin-cc dsh-delegate-runtime --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/cpj-dev/dsh-plugin-cc.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/dsh/skills/dsh-delegate-runtime .gemini/skills/dsh-delegate-runtime && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "dsh-delegate-runtime" agent skill from https://github.com/cpj-dev/dsh-plugin-cc/tree/main/plugins/dsh/skills/dsh-delegate-runtime into .gemini/skills/dsh-delegate-runtime/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dsh-delegate-runtime", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install cpj-dev/dsh-plugin-cc dsh-delegate-runtimeInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add cpj-dev/dsh-plugin-cc --skill dsh-delegate-runtime -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/cpj-dev/dsh-plugin-cc.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/dsh/skills/dsh-delegate-runtime .github/skills/dsh-delegate-runtime && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "dsh-delegate-runtime" agent skill from https://github.com/cpj-dev/dsh-plugin-cc/tree/main/plugins/dsh/skills/dsh-delegate-runtime into .github/skills/dsh-delegate-runtime/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dsh-delegate-runtime", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add cpj-dev/dsh-plugin-cc --skill dsh-delegate-runtime -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install cpj-dev/dsh-plugin-cc dsh-delegate-runtime --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/cpj-dev/dsh-plugin-cc.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/dsh/skills/dsh-delegate-runtime .opencode/skills/dsh-delegate-runtime && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "dsh-delegate-runtime" agent skill from https://github.com/cpj-dev/dsh-plugin-cc/tree/main/plugins/dsh/skills/dsh-delegate-runtime into .opencode/skills/dsh-delegate-runtime/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dsh-delegate-runtime", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
dsh-delegate-runtime- GitHub stars
- 106
- Token cost
- ~834 tokens
- SKILL.md length
- 382 words
- Files
- 1
- Skills in repo
- 2
- Repo updated
- First seen
- Licence
- MIT
At a glance
Internal contract for calling the dsh bridge from commands and the dsh-delegate agent — subcommands, flags, environment, and failure handling.
- Agent Workflows work in your project
- SKILL.md covers Subcommands, Facts that shape correct usage and Failure handling
- Calls node
What it does
Dsh Delegate Runtime is an agent skill from cpj-dev/dsh-plugin-cc. Internal contract for calling the dsh bridge from commands and the dsh-delegate agent — subcommands, flags, environment, and failure handling. Read before composing any dsh-bridge.mjs invocation.
Its SKILL.md is about 830 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows. It works with DeepSeek. The repository describes itself as: Bridge Deepseek-harness into Claude Code for review, critique, delegation, and session import. The licence is MIT.
When your agent uses it
- Agent Workflows work in your project
Example prompts
- “/dsh-delegate-runtime”
What it can do on your machine
Read from SKILL.md and the folder at commit ffa8e85. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
node
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Dsh Delegate Runtime loads about 834 tokens when it runs. Until then it costs about 54 tokens; SKILL.md has 382 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from cpj-dev/dsh-plugin-cc at commit ffa8e85, republished under its MIT licence (© cpj-dev). 382 words, ~834 tokens.
Download SKILL.mdSave it as
.claude/skills/dsh-delegate-runtime/SKILL.md (or your agent's skills folder).- name
- dsh-delegate-runtime
- description
- Internal contract for calling the dsh bridge from commands and the dsh-delegate agent — subcommands, flags, environment, and failure handling. Read before composing any dsh-bridge.mjs invocation.
dsh bridge runtime contract
Every DeepSeek Harness interaction goes through one script:
node "${CLAUDE_PLUGIN_ROOT}/scripts/dsh-bridge.mjs" <subcommand> [flags] [text]stdout is the user-facing result; render it verbatim. A nonzero exit means the run failed and stderr carries the reason.
Subcommands
| Subcommand | Purpose | Key flags |
|---|---|---|
check | readiness probe | --json |
setup | install the pinned npm CLI (or --harness <built-checkout>) and create/verify the multi-turn cc profile | --harness <path>, --mode, --json |
review | read-only code review | --base <ref>, --scope, --model, --effort, --mode, --background |
critique | structured adversarial critique | same as review |
run | task execution | --write, --session, --resume, --fresh, --model, --effort, --mode, --background, --prompt-file |
run-resume-candidate | is a resumable dsh session available? | --json |
import | weak-import this conversation into a resumable session | --source <jsonl> |
runs | list runs / one run's status | [run-id], --all |
show | stored result of a finished run | [run-id] |
stop | kill a run's process tree / the broker | [run-id], --broker |
Facts that shape correct usage
- Sandbox: default runs are read-only;
--writegrants workspace-write. There is no mid-run approval — permissions are decided before launch. - Fresh runs are one-shot headless dsh sessions and are NOT resumable. Only
--session,--resume, andimport(broker paths) record resumable session ids. --model/--effortwork on one-shot runs; a--resumekeeps the broker's startup model. Plugin defaults when omitted: modeldeepseek-v4-pro, effortmax(one-shot and broker alike).- Agent mode defaults to
standard(full toolset from request #1, no overlay).--mode minimallocks bash + str_replace_editor for the whole run;--mode anchored-standardshows that pair until this session records a tool call or assistant reply, then restores the full catalog.DSH_CC_MODEand the persisted/dsh:setup --modedefault sit between flag and built-in. A live broker keeps its startup mode — a--sessionrun resolving a different mode errors and names/dsh:stop --broker. --backgroundreturns immediately with a run id; the actual work continues in a detached worker. Pollruns <id>, fetchshow <id>.stopkills processes; a mid-turn broker stop discards all in-memory dsh sessions for the workspace.- Environment:
DSH_BINARYoverrides the dsh executable;DSH_CC_SESSION_ID/DSH_CC_TRANSCRIPT_PATHare exported by the SessionStart hook — never set them manually.
Show full SKILL.md (54 more words)Show less
Failure handling
- "dsh CLI is not installed" → point the user at
/dsh:setup(or/dsh:checkfor the readiness report). - "cc profile" errors on
--session/--resume/import→ point at/dsh:setup. - "broker is busy" → one run at a time per workspace; wait or
stop --broker. - Structured critique that reports "unstructured output" still contains the raw review text; show it.
© cpj-dev, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in plugins/dsh/skills/dsh-delegate-runtime of cpj-dev/dsh-plugin-cc.
Open the folder on GitHubat commit ffa8e85
Compare with similar skills
Dsh Delegate Runtime next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Dsh Delegate Runtime this skillcpj-dev/dsh-plugin-cc | 106 | — | ~834 | Automated safety check: Pass | MIT | |
| Mindmemos CLImindscale-noah/MindMemOS | 1k | 1 repos | ~3.4k | Automated safety check: Pass | None | |
| Spec Driven Developzhu1090093659/deepseek-pp | 1.9k | — | ~6.9k | Automated safety check: Pass | Apache-2.0 | |
| Remember Learningsdyad-sh/dyad | 22k | — | ~1.1k | Automated safety check: Pass | Custom licence | |
| Codex Deepseek Subagentoil-oil/codex-deepseek-subagent | 376 | — | ~673 | Automated safety check: Pass | MIT | |
| OpenGUI Installer for DSHCore-Mate/OpenGUI | 1.8k | — | ~1.1k | Automated safety check: Pass | Custom licence |
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Review the current session for errors, issues, snags, and hard-won knowledge, then update the rules/ files (or AGENTS.md if no suitable rule file exists) with actionable learnings.
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配置和维护 Codex 桌面应用中的 DeepSeek 原生子 Agent，支持模型选择、路由验证、修复、停用和卸载。仅在用户要求配置或管理该集成时使用；普通 API 问题与配置后的日常编码任务不触发。
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Questions about Dsh Delegate Runtime
What does Dsh Delegate Runtime do?
Internal contract for calling the dsh bridge from commands and the dsh-delegate agent — subcommands, flags, environment, and failure handling. Dsh Delegate Runtime is an agent skill from cpj-dev/dsh-plugin-cc. Internal contract for calling the dsh bridge from commands and the dsh-delegate agent — subcommands, flags, environment, and failure handling.
When should I use Dsh Delegate Runtime?
Dsh Delegate Runtime fits situations like: agent Workflows work in your project.
How do I install Dsh Delegate Runtime in Claude Code?
Run `npx skills add cpj-dev/dsh-plugin-cc --skill dsh-delegate-runtime -a claude-code`. Or copy the skill folder (plugins/dsh/skills/dsh-delegate-runtime in cpj-dev/dsh-plugin-cc) into .claude/skills/dsh-delegate-runtime in your project. Claude Code loads it when a task matches its description.
How do I install Dsh Delegate Runtime in Codex?
Run `npx skills add cpj-dev/dsh-plugin-cc --skill dsh-delegate-runtime -a codex`. Or copy the skill folder (plugins/dsh/skills/dsh-delegate-runtime in cpj-dev/dsh-plugin-cc) into .agents/skills/dsh-delegate-runtime in your project. Codex loads it when a task matches its description.
Can I use Dsh Delegate Runtime in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add cpj-dev/dsh-plugin-cc --skill dsh-delegate-runtime -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/dsh-delegate-runtime, .gemini/skills/dsh-delegate-runtime, .github/skills/dsh-delegate-runtime and .opencode/skills/dsh-delegate-runtime in your project.
What does Dsh Delegate Runtime need to run?
Going by SKILL.md and its folder, Dsh Delegate Runtime needs the command-line tools its instructions call (node).
Does Dsh Delegate Runtime access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Dsh Delegate Runtime safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Dsh Delegate Runtime use?
Dsh Delegate Runtime is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Dsh Delegate Runtime use?
About 834 tokens (SKILL.md is roughly 3.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Dsh Delegate Runtime?
Skills that share tags, products or a category with Dsh Delegate Runtime: Mindmemos CLI (mindscale-noah/MindMemOS, 1k stars), Spec Driven Develop (zhu1090093659/deepseek-pp, 1.9k stars), Remember Learnings (dyad-sh/dyad, 22k stars) and Codex Deepseek Subagent (oil-oil/codex-deepseek-subagent, 376 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Dsh Delegate Runtime?
cpj-dev (a GitHub user) maintains it in cpj-dev/dsh-plugin-cc, which has 106 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on August 27, 2026.
Source: cpj-dev/dsh-plugin-cc on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.