Agent skill

Spark Report

by breakstageaxe61 in breakstageaxe61/genspark-claw

Turn raw research, notes, links, or a conversation into a polished, shareable Sparkpage-style report page with an executive summary, structured sections, tables, and citations.

MITAuto-check passedWriting & Content

Install Spark Report

skills CLI
$ npx skills add breakstageaxe61/genspark-claw --skill spark-report -a claude-code

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

GitHub CLI
$ gh skill install breakstageaxe61/genspark-claw spark-report --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/breakstageaxe61/genspark-claw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/spark-report .claude/skills/spark-report && 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
spark-report
GitHub stars
159
Token cost
~738 tokens
SKILL.md length
338 words
Files
1
Skills in repo
5
Repo updated
First seen
Licence
MIT

At a glance

Turn raw research, notes, links, or a conversation into a polished, shareable Sparkpage-style report page with an executive summary, structured sections, tables, and citations.

  • Works in 7 steps: Inventory the input. List the facts,… → Fill critical gaps. If a key claim has… → Design the outline. Choose 4–8 sections.… → …
  • Tasks that involve Summarization
  • SKILL.md covers Context, Instructions, Error Handling and Rules, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Spark Report is an agent skill from breakstageaxe61/genspark-claw. Turn raw research, notes, links, or a conversation into a polished, shareable Sparkpage-style report page with an executive summary, structured sections, tables, and citations.

Its SKILL.md is about 740 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: ["genspark-claw","openclaw","hermes","claude-code","cursor"]

It sits in Writing & Content, covering Summarization and Citation management. It works with Model Context Protocol. The repository describes itself as: 🦀⚡ Community skill pack & CLI for Genspark Claw, OpenClaw & Hermes agents — 5 production-ready SKILL.md skills (deep research, reports, slides, browser automation, AI call…. The licence is MIT.

When your agent uses it

  • Tasks that involve Summarization
  • Tasks that involve Citation management

Example prompts

  • “/spark-report”

Requirements

  • Compatibility (from SKILL.md): ["genspark-claw","openclaw","hermes","claude-code","cursor"]

Workflow steps

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

  1. Inventory the input. List the facts, figures, quotes, and links
  2. Fill critical gaps. If a key claim has no source, fetch one. If you
  3. Design the outline. Choose 4–8 sections. Each section answers one
  4. Write the executive summary first. 3–5 bullets, each one a complete
  5. Write each section. One idea per paragraph. Use a table whenever you
  6. Add citations inline. Every figure, date, and quote gets its source
  7. Close with next steps. End with a short "What to do with this" section

What it can do on your machine

Read from SKILL.md and the folder at commit 2ef198c. 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.

  • Compatibility

    ["genspark-claw","openclaw","hermes","claude-code","cursor"]

    From compatibility in the SKILL.md frontmatter.

Context cost

Spark Report loads about 738 tokens when it runs. Until then it costs about 47 tokens; SKILL.md has 338 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~47
When it runs · the whole SKILL.md, loaded when a task matches
~738

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 breakstageaxe61/genspark-claw at commit 2ef198c, republished under its MIT licence (© breakstageaxe61). 338 words, ~738 tokens.

Download SKILL.mdSave it as .claude/skills/spark-report/SKILL.md (or your agent's skills folder).
name
spark-report
description
Turn raw research, notes, links, or a conversation into a polished, shareable Sparkpage-style report page with an executive summary, structured sections, tables, and citations.
compatibility
["genspark-claw","openclaw","hermes","claude-code","cursor"]
version
1.0.0
license
MIT
triggers
write a report, turn this into a report, make a page about, summarize this research, brief me on
metadata.category
content
metadata.author
breakstageaxe61

Spark Report

You are an editor at a data-driven publication. You receive messy input — research notes, pasted links, bullet fragments, or a long chat — and ship a clean, skimmable, shareable report page.

Context

The reader is busy and skeptical. They will scan the summary, jump to the section they care about, and check one or two citations before trusting the rest. Format for that reader.

Instructions

  1. Inventory the input. List the facts, figures, quotes, and links available. Mark anything that is asserted but unsourced.
  2. Fill critical gaps. If a key claim has no source, fetch one. If you cannot verify it, either drop it or label it clearly as unverified.
  3. Design the outline. Choose 4–8 sections. Each section answers one question the reader would actually ask. Order them from most to least decision-relevant.
  4. Write the executive summary first. 3–5 bullets, each one a complete thought with its key number or conclusion. No filler.
  5. Write each section. One idea per paragraph. Use a table whenever you compare three or more items across two or more attributes. Use prose for narrative, bullets for lists of peers, tables for comparisons.
  6. Add citations inline. Every figure, date, and quote gets its source right after it. Unsourced opinions must be framed as analysis ("our read:").
  7. Close with next steps. End with a short "What to do with this" section: decisions this report supports, or questions for a follow-up.

Error Handling

  • If the input is too thin to support a report, deliver a one-page brief and list exactly what additional input would unlock the full version.
  • If two inputs contradict each other, keep both, attribute each, and say which you find more credible and why.

Rules

  • No wall-of-text sections: max ~120 words per paragraph block before a heading, table, or list breaks it up.
  • No hype adjectives ("revolutionary", "game-changing") unless quoting a source.
  • Match the user's language and tone of voice.
  • Never invent numbers to make a table look complete; use "n/a" and say why.

Output Format

# <Title> — <one-line subtitle>

## Executive Summary
- …

## <Section 1>
…(prose / table / bullets with inline citations)

## Comparison (when relevant)
| Option | Strength | Weakness | Best for |
|---|---|---|---|

## What To Do With This
- …

© breakstageaxe61, 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 skills/spark-report of breakstageaxe61/genspark-claw.

Open the folder on GitHubat commit 2ef198c

Compare with similar skills

Spark Report 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.

Spark Report compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Spark Report this skillbreakstageaxe61/genspark-claw159—~738Automated safety check: PassMIT
Tldr Promptgithub/awesome-copilot40k1 repos~3.1kAutomated safety check: PassMIT
Related Projects IndexPSBrew/MkPFS180—~2kAutomated safety check: PassGPL-3.0
Blog WriteAgriciDaniel/claude-blog2.3k1 repos~5.6kAutomated safety check: PassMIT
Blog BriefAgriciDaniel/claude-blog2.3k—~3.2kAutomated safety check: PassMIT
Prompt Gap To Publishamplitude/builder-skills160—~2.8kAutomated safety check: PassNone

Similar skills

  • Tldr Prompt

    github/awesome-copilot

    Official

    Create tldr summaries for GitHub Copilot files (prompts, agents, instructions, collections), MCP servers, or documentation from URLs and queries.

    40k GitHub starsUsed in 1 repo~3.1k tokens
    Writing & ContentAuto-check passed
  • Compact index of upstream projects and reference sources relevant to PKG/PFS/exFAT research.

    180 GitHub stars~2k tokensUpdated 6 days ago
    Writing & ContentAuto-check passed
  • Blog Write

    AgriciDaniel/claude-blog

    Write new blog articles from scratch optimized for Google rankings and AI citations.

    2.3k GitHub starsUsed in 1 repo~5.6k tokens
    Writing & ContentAuto-check passed
  • Blog Brief

    AgriciDaniel/claude-blog

    Generate detailed content briefs for blog posts with target keywords, content outlines, competitive analysis, recommended statistics, image and chart suggestions, word count targets, internal…

    2.3k GitHub stars~3.2k tokensUpdated today
    Writing & ContentAuto-check passed
  • Prompt Gap To Publish

    amplitude/builder-skills

    A skill your agent uses whenever a user wants to turn AI Visibility data into published content — whether they say "find content gaps", "what should we write about", "which topics have low…

    160 GitHub stars~2.8k tokensUpdated 2 mo ago
    Writing & ContentAuto-check passed
  • NSFC Literature Review Writer

    HuiyuLi-2000/Chinese-Grant-Writer-Skills

    Writes the research-status literature review and critique section of an NSFC grant proposal, backed by a bundled multi-source literature search.

    434 GitHub starsUsed in 1 repo~1.4k tokens
    Research & ScienceAuto-check: notes

More from breakstageaxe61/genspark-claw

  • Call Prep

    breakstageaxe61/genspark-claw

    Prepare an AI phone call end-to-end — research the callee, set a concrete objective and fallback, draft a natural call script with branching, and produce a post-call summary template.

    159 GitHub stars~986 tokensUpdated 13 days ago
    Auto-check passed
  • Claw Browser Anchor

    breakstageaxe61/genspark-claw

    Make browser automation reliable — anchor every click, type, and scroll to stable DOM selectors and semantic roles instead of screen coordinates, so actions survive layout shifts, A/B tests, and…

    159 GitHub stars~1k tokensUpdated 13 days ago
    Auto-check passed
  • Spark Slides

    breakstageaxe61/genspark-claw

    Turn research, a document, or a rough idea into a presentation-ready slide deck outline — narrative arc, slide-by-slide content, speaker notes, and visual direction — ready for AI Slides or manual…

    159 GitHub stars~813 tokensUpdated 13 days ago
    Auto-check passed
  • Super Research

    breakstageaxe61/genspark-claw

    Run a mixture-of-agents style deep research workflow — decompose a question, fan out parallel searches, cross-verify claims across independent sources, and deliver a fully cited report.

    159 GitHub stars~892 tokensUpdated 13 days ago
    Auto-check passed

Questions about Spark Report

What does Spark Report do?

Turn raw research, notes, links, or a conversation into a polished, shareable Sparkpage-style report page with an executive summary, structured sections, tables, and citations. Spark Report is an agent skill from breakstageaxe61/genspark-claw. Turn raw research, notes, links, or a conversation into a polished, shareable Sparkpage-style report page with an executive summary, structured sections, tables, and citations.

When should I use Spark Report?

Spark Report fits situations like: tasks that involve Summarization; tasks that involve Citation management.

How do I install Spark Report in Claude Code?

Run `npx skills add breakstageaxe61/genspark-claw --skill spark-report -a claude-code`. Or copy the skill folder (skills/spark-report in breakstageaxe61/genspark-claw) into .claude/skills/spark-report in your project. Claude Code loads it when a task matches its description.

How do I install Spark Report in Codex?

Run `npx skills add breakstageaxe61/genspark-claw --skill spark-report -a codex`. Or copy the skill folder (skills/spark-report in breakstageaxe61/genspark-claw) into .agents/skills/spark-report in your project. Codex loads it when a task matches its description.

Can I use Spark Report 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 breakstageaxe61/genspark-claw --skill spark-report -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/spark-report, .gemini/skills/spark-report, .github/skills/spark-report and .opencode/skills/spark-report in your project.

What does Spark Report need to run?

SKILL.md names no scripts, command-line tools or credentials: Spark Report is instructions for the agent only. Compatibility (from SKILL.md): ["genspark-claw","openclaw","hermes","claude-code","cursor"].

Does Spark Report 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 Spark Report 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 Spark Report use?

Spark Report is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Spark Report use?

About 738 tokens (SKILL.md is roughly 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 Spark Report?

Skills that share tags, products or a category with Spark Report: Tldr Prompt (github/awesome-copilot, 40k stars), Related Projects Index (PSBrew/MkPFS, 180 stars), Blog Write (AgriciDaniel/claude-blog, 2.3k stars) and Blog Brief (AgriciDaniel/claude-blog, 2.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Spark Report?

breakstageaxe61 (a GitHub user) maintains it in breakstageaxe61/genspark-claw, which has 159 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on September 26, 2026.

Source: breakstageaxe61/genspark-claw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.