Company Brain Company QA
topoteretes/cognee
Build one company memory from a SQL database, a support ticket export and a folder of documents, linked into one graph by cognee, then answer questions that need several of those sources together.
Agent skill
Siyuan Sisyphus Search Query
by yangtaihong59 in yangtaihong59/siyuan-plugins-mcp-sisyphus
CLI-only playbook for finding and querying SiYuan content with siyuan-sisyphus.
Install Siyuan Sisyphus Search Query
$ npx skills add yangtaihong59/siyuan-plugins-mcp-sisyphus --skill siyuan-sisyphus-search-query -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install yangtaihong59/siyuan-plugins-mcp-sisyphus siyuan-sisyphus-search-query --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/yangtaihong59/siyuan-plugins-mcp-sisyphus.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/siyuan-sisyphus/siyuan-sisyphus-search-query .claude/skills/siyuan-sisyphus-search-query && 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 "siyuan-sisyphus-search-query" agent skill from https://github.com/yangtaihong59/siyuan-plugins-mcp-sisyphus/tree/main/skills/siyuan-sisyphus/siyuan-sisyphus-search-query into .claude/skills/siyuan-sisyphus-search-query/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "siyuan-sisyphus-search-query", 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/yangtaihong59/siyuan-plugins-mcp-sisyphus/tree/main/skills/siyuan-sisyphus/siyuan-sisyphus-search-queryType 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 yangtaihong59/siyuan-plugins-mcp-sisyphus --skill siyuan-sisyphus-search-query -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install yangtaihong59/siyuan-plugins-mcp-sisyphus siyuan-sisyphus-search-query --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/yangtaihong59/siyuan-plugins-mcp-sisyphus.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/siyuan-sisyphus/siyuan-sisyphus-search-query .agents/skills/siyuan-sisyphus-search-query && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "siyuan-sisyphus-search-query" agent skill from https://github.com/yangtaihong59/siyuan-plugins-mcp-sisyphus/tree/main/skills/siyuan-sisyphus/siyuan-sisyphus-search-query into .agents/skills/siyuan-sisyphus-search-query/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "siyuan-sisyphus-search-query", 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 yangtaihong59/siyuan-plugins-mcp-sisyphus --skill siyuan-sisyphus-search-query -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install yangtaihong59/siyuan-plugins-mcp-sisyphus siyuan-sisyphus-search-query --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/yangtaihong59/siyuan-plugins-mcp-sisyphus.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/siyuan-sisyphus/siyuan-sisyphus-search-query .cursor/skills/siyuan-sisyphus-search-query && 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 "siyuan-sisyphus-search-query" agent skill from https://github.com/yangtaihong59/siyuan-plugins-mcp-sisyphus/tree/main/skills/siyuan-sisyphus/siyuan-sisyphus-search-query into .cursor/skills/siyuan-sisyphus-search-query/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "siyuan-sisyphus-search-query", 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/yangtaihong59/siyuan-plugins-mcp-sisyphus.git --path skills/siyuan-sisyphus/siyuan-sisyphus-search-query--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 yangtaihong59/siyuan-plugins-mcp-sisyphus --skill siyuan-sisyphus-search-query -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install yangtaihong59/siyuan-plugins-mcp-sisyphus siyuan-sisyphus-search-query --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/yangtaihong59/siyuan-plugins-mcp-sisyphus.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/siyuan-sisyphus/siyuan-sisyphus-search-query .gemini/skills/siyuan-sisyphus-search-query && 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 "siyuan-sisyphus-search-query" agent skill from https://github.com/yangtaihong59/siyuan-plugins-mcp-sisyphus/tree/main/skills/siyuan-sisyphus/siyuan-sisyphus-search-query into .gemini/skills/siyuan-sisyphus-search-query/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "siyuan-sisyphus-search-query", 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 yangtaihong59/siyuan-plugins-mcp-sisyphus siyuan-sisyphus-search-queryInstalls 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 yangtaihong59/siyuan-plugins-mcp-sisyphus --skill siyuan-sisyphus-search-query -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/yangtaihong59/siyuan-plugins-mcp-sisyphus.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/siyuan-sisyphus/siyuan-sisyphus-search-query .github/skills/siyuan-sisyphus-search-query && 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 "siyuan-sisyphus-search-query" agent skill from https://github.com/yangtaihong59/siyuan-plugins-mcp-sisyphus/tree/main/skills/siyuan-sisyphus/siyuan-sisyphus-search-query into .github/skills/siyuan-sisyphus-search-query/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "siyuan-sisyphus-search-query", 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 yangtaihong59/siyuan-plugins-mcp-sisyphus --skill siyuan-sisyphus-search-query -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install yangtaihong59/siyuan-plugins-mcp-sisyphus siyuan-sisyphus-search-query --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/yangtaihong59/siyuan-plugins-mcp-sisyphus.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/siyuan-sisyphus/siyuan-sisyphus-search-query .opencode/skills/siyuan-sisyphus-search-query && 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 "siyuan-sisyphus-search-query" agent skill from https://github.com/yangtaihong59/siyuan-plugins-mcp-sisyphus/tree/main/skills/siyuan-sisyphus/siyuan-sisyphus-search-query into .opencode/skills/siyuan-sisyphus-search-query/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "siyuan-sisyphus-search-query", 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
siyuan-sisyphus-search-query- GitHub stars
- 116
- Token cost
- ~477 tokens
- SKILL.md length
- 110 words
- Files
- 2
- Skills in repo
- 30
- Repo updated
- First seen
- Licence
- MIT
At a glance
CLI-only playbook for finding and querying SiYuan content with siyuan-sisyphus.
- Semantic search
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Dynamic query blocks
- Safe find-replace
What it does
Siyuan Sisyphus Search Query is an agent skill from yangtaihong59/siyuan-plugins-mcp-sisyphus. CLI-only playbook for finding and querying SiYuan content with siyuan-sisyphus. Use for fulltext, semantic search, read-only SQL, backlinks, references, assets, dynamic query blocks, and safe find-replace.
Its SKILL.md is about 480 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).
It sits in Marketing & SEO, covering Link building and SQL. It works with SQL. The repository describes itself as: 一个用于连接Agent与Siyuan的工具. The licence is MIT.
When your agent uses it
- Semantic search
- Dynamic query blocks
- Safe find-replace
Example prompts
- “/siyuan-sisyphus-search-query”
What it can do on your machine
Read from SKILL.md and the folder at commit d2ad534. 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
No scripts in the folder and no shell commands in SKILL.md (its code samples are bash).
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
Siyuan Sisyphus Search Query loads about 477 tokens when it runs. Until then it costs about 59 tokens; SKILL.md has 110 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 yangtaihong59/siyuan-plugins-mcp-sisyphus at commit d2ad534, republished under its MIT licence (© yangtaihong59). 110 words, ~477 tokens.
Download SKILL.mdSave it as
.claude/skills/siyuan-sisyphus-search-query/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- siyuan-sisyphus-search-query
- description
- CLI-only playbook for finding and querying SiYuan content with siyuan-sisyphus. Use for fulltext, semantic search, read-only SQL, backlinks, references, assets, dynamic query blocks, and safe find-replace.
Search and Query SiYuan with the CLI
Search to identify candidates, read the target by ID or path, and only then edit. Use explicit pagination for repeatable results.
siyuan-sisyphus search fulltext --query 'keyword' --page '1' --page-size '20' --jsonsiyuan-sisyphus search semantic --query 'concept or meaning' --type-shortcodes-json '["h","p"]' --page '1' --page-size '20' --jsonsiyuan-sisyphus search fulltext --query 'keyword' --parent-id '<doc-id>' --type-shortcodes-json '["h","p"]' --jsonsiyuan-sisyphus search query-sql --stmt 'SELECT id, hpath, content FROM blocks WHERE type = '"'"'p'"'"' ORDER BY updated DESC LIMIT 10' --jsonsiyuan-sisyphus search get-backlinks --id '<block-or-doc-id>' --mode 'both' --jsonsiyuan-sisyphus search search-refs --id '<block-id>' --before-len '512' --jsonsiyuan-sisyphus search search-assets --query 'diagram' --exts-json '["png","jpg","webp"]' --jsonSQL must be read-only and must include LIMIT. Useful tables include blocks, blocks_fts, attributes, refs, spans, and assets.
Find and replace
This action mutates content. First search, read each target, show the exact old/new text and IDs, and obtain explicit approval.
siyuan-sisyphus search find-replace --k 'old text' --r 'new text' --ids-json '["<doc-id>"]' --jsonRead the changed blocks again. Recent writes can take time to enter the search index; verify a fresh mutation by ID or path rather than assuming an empty search means failure. Use siyuan-sisyphus help search query-sql for live SQL action constraints.
© yangtaihong59, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file in skills/siyuan-sisyphus/siyuan-sisyphus-search-query of yangtaihong59/siyuan-plugins-mcp-sisyphus.
- SKILL.md
- agents/openai.yaml
Open the folder on GitHubat commit d2ad534
Compare with similar skills
Siyuan Sisyphus Search Query 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 |
|---|---|---|---|---|---|---|
| Siyuan Sisyphus Search Query this skillyangtaihong59/siyuan-plugins-mcp-sisyphus | 116 | — | ~477 | Automated safety check: Pass | MIT | |
| Company Brain Company QAtopoteretes/cognee | 32k | — | ~750 | Automated safety check: Notes | Apache-2.0 | |
| Sf Datacloud RetrieveJaganpro/sf-skills | 424 | — | ~1.4k | Automated safety check: Pass | MIT | |
| Paw Mkt Dashboardpawbytes/skill-suites | 113 | — | ~4.3k | Automated safety check: Pass | MIT | |
| Pp Sentrymvanhorn/printing-press-library | 2.1k | — | ~2.8k | Automated safety check: Notes | Apache-2.0 | |
| Evolving The Data ModelTriliumNext/Trilium | 38k | — | ~2.1k | Automated safety check: Pass | AGPL-3.0 |
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Related
Works with
Categories
Questions about Siyuan Sisyphus Search Query
What does Siyuan Sisyphus Search Query do?
CLI-only playbook for finding and querying SiYuan content with siyuan-sisyphus. Siyuan Sisyphus Search Query is an agent skill from yangtaihong59/siyuan-plugins-mcp-sisyphus. CLI-only playbook for finding and querying SiYuan content with siyuan-sisyphus.
When should I use Siyuan Sisyphus Search Query?
Siyuan Sisyphus Search Query fits situations like: semantic search; dynamic query blocks; safe find-replace.
How do I install Siyuan Sisyphus Search Query in Claude Code?
Run `npx skills add yangtaihong59/siyuan-plugins-mcp-sisyphus --skill siyuan-sisyphus-search-query -a claude-code`. Or copy the skill folder (skills/siyuan-sisyphus/siyuan-sisyphus-search-query in yangtaihong59/siyuan-plugins-mcp-sisyphus) into .claude/skills/siyuan-sisyphus-search-query in your project. Claude Code loads it when a task matches its description.
How do I install Siyuan Sisyphus Search Query in Codex?
Run `npx skills add yangtaihong59/siyuan-plugins-mcp-sisyphus --skill siyuan-sisyphus-search-query -a codex`. Or copy the skill folder (skills/siyuan-sisyphus/siyuan-sisyphus-search-query in yangtaihong59/siyuan-plugins-mcp-sisyphus) into .agents/skills/siyuan-sisyphus-search-query in your project. Codex loads it when a task matches its description.
Can I use Siyuan Sisyphus Search Query 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 yangtaihong59/siyuan-plugins-mcp-sisyphus --skill siyuan-sisyphus-search-query -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/siyuan-sisyphus-search-query, .gemini/skills/siyuan-sisyphus-search-query, .github/skills/siyuan-sisyphus-search-query and .opencode/skills/siyuan-sisyphus-search-query in your project.
What does Siyuan Sisyphus Search Query need to run?
SKILL.md names no scripts, command-line tools or credentials: Siyuan Sisyphus Search Query is instructions for the agent only.
Does Siyuan Sisyphus Search Query 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 Siyuan Sisyphus Search Query 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 Siyuan Sisyphus Search Query use?
Siyuan Sisyphus Search Query 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 Siyuan Sisyphus Search Query use?
About 477 tokens (SKILL.md is roughly 1.9k 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 Siyuan Sisyphus Search Query?
Skills that share tags, products or a category with Siyuan Sisyphus Search Query: Company Brain Company QA (topoteretes/cognee, 32k stars), Sf Datacloud Retrieve (Jaganpro/sf-skills, 424 stars), Paw Mkt Dashboard (pawbytes/skill-suites, 113 stars) and Pp Sentry (mvanhorn/printing-press-library, 2.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Siyuan Sisyphus Search Query?
yangtaihong59 (a GitHub user) maintains it in yangtaihong59/siyuan-plugins-mcp-sisyphus, which has 116 GitHub stars. The repository holds 30 skills in this directory. The repository was last updated on October 8, 2026.
Source: yangtaihong59/siyuan-plugins-mcp-sisyphus on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.