Chroma Vector Database
Orchestra-Research/AI-Research-SKILLs
Shows how to store documents and embeddings in Chroma, query them by similarity with metadata filters, and persist them to disk for RAG and semantic search projects.
Convert retrieved philosophy or classics snippets into concise modern mindset guidance and practical reflection methods.
Install Oracle Philosophy RAG Agent
$ npx skills add Bald0Wang/DeepSeek-Oracle --skill oracle-philosophy-rag-agent -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Bald0Wang/DeepSeek-Oracle oracle-philosophy-rag-agent --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/Bald0Wang/DeepSeek-Oracle.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.codex/skills/oracle-philosophy-rag-agent .claude/skills/oracle-philosophy-rag-agent && 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 "oracle-philosophy-rag-agent" agent skill from https://github.com/Bald0Wang/DeepSeek-Oracle/tree/main/.codex/skills/oracle-philosophy-rag-agent into .claude/skills/oracle-philosophy-rag-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "oracle-philosophy-rag-agent", 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/Bald0Wang/DeepSeek-Oracle/tree/main/.codex/skills/oracle-philosophy-rag-agentType 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 Bald0Wang/DeepSeek-Oracle --skill oracle-philosophy-rag-agent -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Bald0Wang/DeepSeek-Oracle oracle-philosophy-rag-agent --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Bald0Wang/DeepSeek-Oracle.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.codex/skills/oracle-philosophy-rag-agent .agents/skills/oracle-philosophy-rag-agent && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "oracle-philosophy-rag-agent" agent skill from https://github.com/Bald0Wang/DeepSeek-Oracle/tree/main/.codex/skills/oracle-philosophy-rag-agent into .agents/skills/oracle-philosophy-rag-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "oracle-philosophy-rag-agent", 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 Bald0Wang/DeepSeek-Oracle --skill oracle-philosophy-rag-agent -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Bald0Wang/DeepSeek-Oracle oracle-philosophy-rag-agent --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Bald0Wang/DeepSeek-Oracle.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.codex/skills/oracle-philosophy-rag-agent .cursor/skills/oracle-philosophy-rag-agent && 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 "oracle-philosophy-rag-agent" agent skill from https://github.com/Bald0Wang/DeepSeek-Oracle/tree/main/.codex/skills/oracle-philosophy-rag-agent into .cursor/skills/oracle-philosophy-rag-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "oracle-philosophy-rag-agent", 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/Bald0Wang/DeepSeek-Oracle.git --path .codex/skills/oracle-philosophy-rag-agent--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 Bald0Wang/DeepSeek-Oracle --skill oracle-philosophy-rag-agent -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Bald0Wang/DeepSeek-Oracle oracle-philosophy-rag-agent --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Bald0Wang/DeepSeek-Oracle.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.codex/skills/oracle-philosophy-rag-agent .gemini/skills/oracle-philosophy-rag-agent && 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 "oracle-philosophy-rag-agent" agent skill from https://github.com/Bald0Wang/DeepSeek-Oracle/tree/main/.codex/skills/oracle-philosophy-rag-agent into .gemini/skills/oracle-philosophy-rag-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "oracle-philosophy-rag-agent", 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 Bald0Wang/DeepSeek-Oracle oracle-philosophy-rag-agentInstalls 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 Bald0Wang/DeepSeek-Oracle --skill oracle-philosophy-rag-agent -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Bald0Wang/DeepSeek-Oracle.git skills-src && mkdir -p .github/skills && cp -r skills-src/.codex/skills/oracle-philosophy-rag-agent .github/skills/oracle-philosophy-rag-agent && 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 "oracle-philosophy-rag-agent" agent skill from https://github.com/Bald0Wang/DeepSeek-Oracle/tree/main/.codex/skills/oracle-philosophy-rag-agent into .github/skills/oracle-philosophy-rag-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "oracle-philosophy-rag-agent", 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 Bald0Wang/DeepSeek-Oracle --skill oracle-philosophy-rag-agent -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Bald0Wang/DeepSeek-Oracle oracle-philosophy-rag-agent --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Bald0Wang/DeepSeek-Oracle.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.codex/skills/oracle-philosophy-rag-agent .opencode/skills/oracle-philosophy-rag-agent && 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 "oracle-philosophy-rag-agent" agent skill from https://github.com/Bald0Wang/DeepSeek-Oracle/tree/main/.codex/skills/oracle-philosophy-rag-agent into .opencode/skills/oracle-philosophy-rag-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "oracle-philosophy-rag-agent", 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
oracle-philosophy-rag-agent- GitHub stars
- 187
- Token cost
- ~281 tokens
- SKILL.md length
- 101 words
- Files
- 3 (incl. references)
- Skills in repo
- 10
- Repo updated
- First seen
- Licence
- None found
At a glance
Convert retrieved philosophy or classics snippets into concise modern mindset guidance and practical reflection methods.
- Works in 3 steps: Select the most relevant 1-3 snippets. → Summarize core meaning in modern language. → Provide practical method
- Users need emotional reframing
- SKILL.md covers Overview, Input Contract, Workflow and Output Contract, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Oracle Philosophy RAG Agent is an agent skill from Bald0Wang/DeepSeek-Oracle. Convert retrieved philosophy or classics snippets into concise modern mindset guidance and practical reflection methods. Use when users need emotional reframing, growth-oriented interpretation, or RAG-backed meaning extraction.
Its SKILL.md is about 280 tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `agents/openai.yaml` and `references/practice-mapping.md`).
It sits in AI & LLM Engineering, covering Retrieval-augmented generation. The repository describes itself as: 基于紫微斗数的命理分析系统，使用deepseek等大语言模型进行解读。目前是情人节版本，支持姻缘推算。 在线体验：http://deepseek-oracle.rebornai.cn/oracle.
When your agent uses it
- Users need emotional reframing
- Growth-oriented interpretation
- RAG-backed meaning extraction
Example prompts
- “/oracle-philosophy-rag-agent”
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- Select the most relevant 1-3 snippets.
- Summarize core meaning in modern language.
- Provide practical method
What it can do on your machine
Read from SKILL.md and the folder at commit b7199cf. 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.
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
Oracle Philosophy RAG Agent loads about 281 tokens when it runs, and up to ~362 if it reads all its reference files. Until then it costs about 64 tokens; SKILL.md has 101 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 101 words (~281 tokens).
“Use retrieved classic snippets as evidence, then deliver clear modern interpretation and practical reflection steps.”
- name
- oracle-philosophy-rag-agent
Files
SKILL.md and 2 other files (references) in .codex/skills/oracle-philosophy-rag-agent of Bald0Wang/DeepSeek-Oracle.
- SKILL.md
- agents/openai.yaml
- references/practice-mapping.md
Open the folder on GitHubat commit b7199cf
Compare with similar skills
Oracle Philosophy RAG Agent 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 |
|---|---|---|---|---|---|---|
| Oracle Philosophy RAG Agent this skillBald0Wang/DeepSeek-Oracle | 187 | — | ~281 | Automated safety check: Pass | None | |
| Chroma Vector DatabaseOrchestra-Research/AI-Research-SKILLs | 13k | 7 repos | ~2.3k | Automated safety check: Pass | MIT | |
| Senior Prompt Engineermaslennikov-ig/claude-code-orchestrator-kit | 260 | 3 repos | ~1.4k | Automated safety check: Pass | Custom licence | |
| MCP Local RAGshinpr/mcp-local-rag | 412 | — | ~4.4k | Automated safety check: Pass | MIT | |
| Ms Agent Framework RAGshuyu-labs/WebCode | 278 | — | ~1.1k | Automated safety check: Pass | Custom licence | |
| Local RAG Searchnkapila6/mcp-local-rag | 134 | 1 repos | ~1.6k | Automated safety check: Pass | MIT |
Similar skills
Senior Prompt Engineer
maslennikov-ig/claude-code-orchestrator-kit
Provides reference guides and Python scripts for prompt optimization, RAG evaluation, and agent orchestration when building or tuning LLM systems.
MCP Local RAG
shinpr/mcp-local-rag
Searches, saves, and maintains a local document index through a local RAG MCP server.
Ms Agent Framework RAG
shuyu-labs/WebCode
Comprehensive guide for building Agentic RAG systems using Microsoft Agent Framework in C.
Local RAG Search
nkapila6/mcp-local-rag
Efficiently perform web searches using the mcp-local-rag server with semantic similarity ranking.
Blockify Integration
iternal-technologies-partners/blockify-agentic-data-optimization
Process documents with Blockify API to create optimized IdeaBlocks for RAG.
More from Bald0Wang/DeepSeek-Oracle
All 10 skills in this repoOracle Agent Team Orchestrator
Bald0Wang/DeepSeek-Oracle
Orchestrate DeepSeek Oracle multi-agent workflows by routing user intents to specialist oracle skills, enforcing safety gates, and composing one unified answer with follow-up questions and action…
Post Dev Security Review
Bald0Wang/DeepSeek-Oracle
Perform post-implementation security review on recent code changes and produce prioritized hardening recommendations with file evidence and fix guidance.
Oracle Consistency Auditor
Bald0Wang/DeepSeek-Oracle
Audit consistency of repeated long-line oracle outputs and diagnose drift causes across routing, retrieval, and generation settings.
Oracle Actionizer
Bald0Wang/DeepSeek-Oracle
Transform oracle guidance into concrete, calendar-ready tasks with suggested time windows, effort level, and practical notes.
Oracle Daily Card Composer
Bald0Wang/DeepSeek-Oracle
Compose daily oracle cards from profile, date context, and recent conversation themes using a fixed stable format.
Oracle Meihua Agent
Bald0Wang/DeepSeek-Oracle
Produce short-term MeiHua YiShu analysis for concrete near-term events, including reframed question, tendency, key variables, do/donot guidance, and contingency actions.
Related
Categories
Questions about Oracle Philosophy RAG Agent
What does Oracle Philosophy RAG Agent do?
Convert retrieved philosophy or classics snippets into concise modern mindset guidance and practical reflection methods. Oracle Philosophy RAG Agent is an agent skill from Bald0Wang/DeepSeek-Oracle. Convert retrieved philosophy or classics snippets into concise modern mindset guidance and practical reflection methods.
When should I use Oracle Philosophy RAG Agent?
Oracle Philosophy RAG Agent fits situations like: users need emotional reframing; growth-oriented interpretation; RAG-backed meaning extraction.
How do I install Oracle Philosophy RAG Agent in Claude Code?
Run `npx skills add Bald0Wang/DeepSeek-Oracle --skill oracle-philosophy-rag-agent -a claude-code`. Or copy the skill folder (.codex/skills/oracle-philosophy-rag-agent in Bald0Wang/DeepSeek-Oracle) into .claude/skills/oracle-philosophy-rag-agent in your project. Claude Code loads it when a task matches its description.
How do I install Oracle Philosophy RAG Agent in Codex?
Run `npx skills add Bald0Wang/DeepSeek-Oracle --skill oracle-philosophy-rag-agent -a codex`. Or copy the skill folder (.codex/skills/oracle-philosophy-rag-agent in Bald0Wang/DeepSeek-Oracle) into .agents/skills/oracle-philosophy-rag-agent in your project. Codex loads it when a task matches its description.
Can I use Oracle Philosophy RAG Agent 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 Bald0Wang/DeepSeek-Oracle --skill oracle-philosophy-rag-agent -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/oracle-philosophy-rag-agent, .gemini/skills/oracle-philosophy-rag-agent, .github/skills/oracle-philosophy-rag-agent and .opencode/skills/oracle-philosophy-rag-agent in your project.
What does Oracle Philosophy RAG Agent need to run?
SKILL.md names no scripts, command-line tools or credentials: Oracle Philosophy RAG Agent is instructions for the agent only.
Does Oracle Philosophy RAG Agent 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 Oracle Philosophy RAG Agent 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 Oracle Philosophy RAG Agent use?
No licence was found for Oracle Philosophy RAG Agent or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Oracle Philosophy RAG Agent use?
About 281 tokens (SKILL.md is roughly 1.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 81 tokens, read only when the agent opens those files.
What are the alternatives to Oracle Philosophy RAG Agent?
Skills that share tags, products or a category with Oracle Philosophy RAG Agent: Chroma Vector Database (Orchestra-Research/AI-Research-SKILLs, 13k stars), Senior Prompt Engineer (maslennikov-ig/claude-code-orchestrator-kit, 260 stars), MCP Local RAG (shinpr/mcp-local-rag, 412 stars) and Ms Agent Framework RAG (shuyu-labs/WebCode, 278 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Oracle Philosophy RAG Agent?
Bald0Wang (a GitHub user) maintains it in Bald0Wang/DeepSeek-Oracle, which has 187 GitHub stars. The repository holds 10 skills in this directory. The repository was last updated on February 24, 2026.
Source: Bald0Wang/DeepSeek-Oracle on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.