Agent skill

Research Graphrag Feea6f5b

by SichengLong26 in SichengLong26/deepresearch_agent_harness

复用已验证的graphrag研究轨迹,完成问题拆解、同源检索、引用报告和完成验证. An agent skill from SichengLong26/deepresearch_agent_harness.

No licenceAuto-check passedKnowledge Management

Install Research Graphrag Feea6f5b

skills CLI
$ npx skills add SichengLong26/deepresearch_agent_harness --skill research-graphrag-feea6f5b -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install SichengLong26/deepresearch_agent_harness research-graphrag-feea6f5b --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/SichengLong26/deepresearch_agent_harness.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/research/research-graphrag-feea6f5b/0.1.0 .claude/skills/research-graphrag-feea6f5b && rm -rf skills-src

Use ~/.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/

Facts

Skill name
research-graphrag-feea6f5b
GitHub stars
223
Token cost
~160 tokens
SKILL.md length
50 words
Files
1
Skills in repo
8
Repo updated
First seen
Licence
None found

At a glance

复用已验证的graphrag研究轨迹,完成问题拆解、同源检索、引用报告和完成验证. An agent skill from SichengLong26/deepresearch_agent_harness.

  • Works in 2 steps: 明确的研究问题 → Run 固定的信息源
  • Tasks that involve Knowledge graphs
  • SKILL.md covers 触发条件, 输入要求, 步骤 and 允许工具, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Research Graphrag Feea6f5b is an agent skill from SichengLong26/deepresearch_agent_harness. 复用已验证的graphrag研究轨迹,完成问题拆解、同源检索、引用报告和完成验证。

Its SKILL.md is about 160 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 Knowledge Management, covering Knowledge graphs. The repository describes itself as: 多智能体深度研究系统,融合私有知识图谱(GraphRAG)与联网搜索,含 Harness 编排、持久化 Memory 与受控自进化 Skills,FastAPI + React 全栈。

When your agent uses it

  • Tasks that involve Knowledge graphs

Example prompts

  • “/research-graphrag-feea6f5b”

Workflow steps

2 steps, taken from the first numbered list in SKILL.md.

  1. 明确的研究问题
  2. Run 固定的信息源

What it can do on your machine

Read from SKILL.md and the folder at commit 4c98d6e. 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

Research Graphrag Feea6f5b loads about 160 tokens when it runs. Until then it costs about 17 tokens; SKILL.md has 50 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~17
When it runs · the whole SKILL.md, loaded when a task matches
~160

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 50 words (~160 tokens).

name
research-graphrag-feea6f5b
version
0.1.0
status
active
source_modes
graphrag
created_from_runs
run_f93170a5f0fb416789939987e068b0dc

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/research/research-graphrag-feea6f5b/0.1.0 of SichengLong26/deepresearch_agent_harness.

Open the folder on GitHubat commit 4c98d6e

Compare with similar skills

Research Graphrag Feea6f5b 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.

Research Graphrag Feea6f5b compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Research Graphrag Feea6f5b this skillSichengLong26/deepresearch_agent_harness223—~160Automated safety check: PassNone
Obsidian Canvas BoardsAgriciDaniel/claude-obsidian15k—~1.4kAutomated safety check: PassMIT
Ontology1mancompany/OneManCompany4422 repos~1.5kAutomated safety check: PassApache-2.0
Knowledge Graphgnomeria/usbtree691—~1.5kAutomated safety check: PassMIT
Graphagenticnotetaking/arscontexta3.5k—~4.9kAutomated safety check: NotesMIT
LLM Wiki Knowledge GraphEgonex-AI/Understand-Anything86k—~1.5kAutomated safety check: PassMIT

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Questions about Research Graphrag Feea6f5b

What does Research Graphrag Feea6f5b do?

复用已验证的graphrag研究轨迹,完成问题拆解、同源检索、引用报告和完成验证. An agent skill from SichengLong26/deepresearch_agent_harness. Research Graphrag Feea6f5b is an agent skill from SichengLong26/deepresearch_agent_harness.

When should I use Research Graphrag Feea6f5b?

Research Graphrag Feea6f5b fits situations like: tasks that involve Knowledge graphs.

How do I install Research Graphrag Feea6f5b in Claude Code?

Run `npx skills add SichengLong26/deepresearch_agent_harness --skill research-graphrag-feea6f5b -a claude-code`. Or copy the skill folder (skills/research/research-graphrag-feea6f5b/0.1.0 in SichengLong26/deepresearch_agent_harness) into .claude/skills/research-graphrag-feea6f5b in your project. Claude Code loads it when a task matches its description.

How do I install Research Graphrag Feea6f5b in Codex?

Run `npx skills add SichengLong26/deepresearch_agent_harness --skill research-graphrag-feea6f5b -a codex`. Or copy the skill folder (skills/research/research-graphrag-feea6f5b/0.1.0 in SichengLong26/deepresearch_agent_harness) into .agents/skills/research-graphrag-feea6f5b in your project. Codex loads it when a task matches its description.

Can I use Research Graphrag Feea6f5b 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 SichengLong26/deepresearch_agent_harness --skill research-graphrag-feea6f5b -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/research-graphrag-feea6f5b, .gemini/skills/research-graphrag-feea6f5b, .github/skills/research-graphrag-feea6f5b and .opencode/skills/research-graphrag-feea6f5b in your project.

What does Research Graphrag Feea6f5b need to run?

SKILL.md names no scripts, command-line tools or credentials: Research Graphrag Feea6f5b is instructions for the agent only.

Does Research Graphrag Feea6f5b 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 Research Graphrag Feea6f5b 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 Research Graphrag Feea6f5b use?

No licence was found for Research Graphrag Feea6f5b or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Research Graphrag Feea6f5b use?

About 160 tokens (SKILL.md is roughly 640 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 Research Graphrag Feea6f5b?

Skills that share tags, products or a category with Research Graphrag Feea6f5b: Obsidian Canvas Boards (AgriciDaniel/claude-obsidian, 15k stars), Ontology (1mancompany/OneManCompany, 442 stars), Knowledge Graph (gnomeria/usbtree, 691 stars) and Graph (agenticnotetaking/arscontexta, 3.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Research Graphrag Feea6f5b?

SichengLong26 (a GitHub user) maintains it in SichengLong26/deepresearch_agent_harness, which has 223 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on October 8, 2026.

Source: SichengLong26/deepresearch_agent_harness on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.