agentscope-ai/synthesize-report
agentscope-examples/agents/agentscope-paw/src/main/resources/templates/research-assistant/skills/synthesize-report/SKILL.md
Produces a citation-grounded summary across one or more workspace source files for summaries, briefings, literature reviews, or comparisons.
$ install --global
skillsauthnpx skillsauth add agentscope-ai/agentscope-java synthesize-reportInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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3
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Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
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Socket.devSupply chain security analysis
50%
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VirusTotalMulti-engine malware detection
50%
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CrowdStrikeAdvanced threat intelligence
50%
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OSV-ScannerOpen Source Vulnerability database check
50%
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OWASP Dep-Check
50%
Last scanned: May 27, 2026, 5:08 AM110.2s1 file scanned
SKILL.md
- name:
- synthesize-report
- description:
- Produces a citation-grounded summary across one or more workspace source files for summaries, briefings, literature reviews, or comparisons.
Synthesize a report from sources
A playbook for producing a citation-grounded summary across one or more source files in the workspace.
When to use
The user asks for a summary, briefing, literature review, or comparison and the
material is reachable via list_files / read_file / grep_files.
Steps
- Inventory. Run
list_fileson the user-specified directory (or the whole workspace) and pick the files most likely to contain the answer. - Skim. Read each candidate file once. Note the headings and any obvious claim sentences.
- Extract. For every claim worth keeping, capture:
- the claim in one sentence,
- the shortest supporting quote (≤ 25 words), and
- the file path.
- Group. Cluster claims by topic, not by source file.
- Compose. Use the template in
AGENTS.mdto write the report. Prefer bulleted lists; reserve prose for the introduction and conclusion. - Self-check. Re-read the draft and remove any sentence that is not supported by a citation.
Output
Markdown report following the AGENTS.md template. End with a ## Sources
section listing every cited file with a one-line gloss.
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