Agent skill

Research Brief Skill

by mingchen666 in mingchen666/Reviva

Lightweight source-backed research and synthesis for normal Reviva agents.

No licenceAuto-check passedResearch & Science

Install Research Brief Skill

skills CLI
$ npx skills add mingchen666/Reviva --skill research-brief-skill -a claude-code

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

GitHub CLI
$ gh skill install mingchen666/Reviva research-brief-skill --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/mingchen666/Reviva.git skills-src && mkdir -p .claude/skills && cp -r skills-src/electron/builtin-assets/skills/research-brief-skill .claude/skills/research-brief-skill && 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-brief-skill
GitHub stars
241
Token cost
~1.9k tokens
SKILL.md length
875 words
Files
2
Skills in repo
54
Repo updated
First seen
Licence
None found

At a glance

Lightweight source-backed research and synthesis for normal Reviva agents.

  • Works in 5 steps: Clarify target briefly → Build an evidence map → Assess source quality → …
  • The user asks to summarize materials
  • SKILL.md covers When To Use, Core Principle, Source Intake and Workflow, plus 5 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Research Brief Skill is an agent skill from mingchen666/Reviva. Lightweight source-backed research and synthesis for normal Reviva agents. Use when the user asks to summarize materials, compare sources, verify claims, collect evidence, create a short research brief, prepare slide/document inputs, or produce a Markdown/HTML brief without running the full deep-researcher pipeline.

Its SKILL.md is about 1.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `config.json`).

It sits in Research & Science, covering Deep research and Fact-checking and source verification. The repository describes itself as: Local-first AI learning workspace — ask, note, review and create around your own materials. Wiki KB, Agents, Skills, creation tools.Private NotebookLM Alternative.AI….

When your agent uses it

  • The user asks to summarize materials
  • Compare sources
  • Collect evidence
  • Create a short research brief

Example prompts

  • “/research-brief-skill”

Requirements

  • Python 3
  • Pre-approved tools (allowed-tools): file_read, file_write, document_read, kb_search, web_search_bing, mcp:exa

Workflow steps

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

  1. Clarify target briefly
  2. Build an evidence map
  3. Assess source quality
  4. Synthesize
  5. Choose output

What it can do on your machine

Read from SKILL.md and the folder at commit 24bde40. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • file_read
    • file_write
    • document_read
    • kb_search
    • web_search_bing
    • mcp:exa

    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 markdown).

    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 Brief Skill loads about 1.9k tokens when it runs. Until then it costs about 85 tokens; SKILL.md has 875 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~85
When it runs · the whole SKILL.md, loaded when a task matches
~1.9k

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 875 words (~1,856 tokens).

“Use this skill to produce a reliable, compact research brief from local files, knowledge base hits, and optional web search. It is for normal chat agents and task agents that need evidence-backed synthesis without the cost of the full deep-research…”

— opening of SKILL.md by mingchen666
name
research-brief-skill
allowed-tools
file_read, file_write, document_read, kb_search, web_search_bing, mcp:exa

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file in electron/builtin-assets/skills/research-brief-skill of mingchen666/Reviva.

  • SKILL.md
  • config.json

Open the folder on GitHubat commit 24bde40

Compare with similar skills

Research Brief Skill 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 Brief Skill compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Research Brief Skill this skillmingchen666/Reviva241—~1.9kAutomated safety check: PassNone
Verify Citationssickn33/agentic-awesome-skills47k1 repos~1kAutomated safety check: PassApache-2.0
Deep Research Agent TeamImbad0202/academic-research-skills51k—~13kAutomated safety check: PassCustom licence
Workflow PatternsQuintinShaw/pi-dynamic-workflows555—~827Automated safety check: PassMIT
Net Deep Researchh4444433333/net-deep-research123—~3.3kAutomated safety check: PassMIT
Architect ResearchDanMcInerney/architect-loop626—~2.3kAutomated safety check: PassMIT

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Questions about Research Brief Skill

What does Research Brief Skill do?

Lightweight source-backed research and synthesis for normal Reviva agents. Research Brief Skill is an agent skill from mingchen666/Reviva. Lightweight source-backed research and synthesis for normal Reviva agents.

When should I use Research Brief Skill?

Research Brief Skill fits situations like: the user asks to summarize materials; compare sources; collect evidence; create a short research brief.

How do I install Research Brief Skill in Claude Code?

Run `npx skills add mingchen666/Reviva --skill research-brief-skill -a claude-code`. Or copy the skill folder (electron/builtin-assets/skills/research-brief-skill in mingchen666/Reviva) into .claude/skills/research-brief-skill in your project. Claude Code loads it when a task matches its description.

How do I install Research Brief Skill in Codex?

Run `npx skills add mingchen666/Reviva --skill research-brief-skill -a codex`. Or copy the skill folder (electron/builtin-assets/skills/research-brief-skill in mingchen666/Reviva) into .agents/skills/research-brief-skill in your project. Codex loads it when a task matches its description.

Can I use Research Brief Skill 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 mingchen666/Reviva --skill research-brief-skill -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-brief-skill, .gemini/skills/research-brief-skill, .github/skills/research-brief-skill and .opencode/skills/research-brief-skill in your project.

What does Research Brief Skill need to run?

SKILL.md names no scripts, command-line tools or credentials: Research Brief Skill is instructions for the agent only. Our summary lists: Python 3. Its frontmatter pre-approves these tools: file_read, file_write, document_read, kb_search, web_search_bing, mcp:exa.

Does Research Brief Skill 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 Brief Skill 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 Brief Skill use?

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

How many tokens does Research Brief Skill use?

About 1.9k tokens (SKILL.md is roughly 7.4k 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 Brief Skill?

Skills that share tags, products or a category with Research Brief Skill: Verify Citations (sickn33/agentic-awesome-skills, 47k stars), Deep Research Agent Team (Imbad0202/academic-research-skills, 51k stars), Workflow Patterns (QuintinShaw/pi-dynamic-workflows, 555 stars) and Net Deep Research (h4444433333/net-deep-research, 123 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Research Brief Skill?

mingchen666 (a GitHub user) maintains it in mingchen666/Reviva, which has 241 GitHub stars. The repository holds 54 skills in this directory. The repository was last updated on September 21, 2026.

Source: mingchen666/Reviva on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.