athola/synthesize
plugins/tome/skills/synthesize/SKILL.md
Merges, dedupes, ranks, and formats research findings into a report. Use after research agents return results from multiple channels to produce a ranked report.
$ install --global
skillsauthnpx skillsauth add athola/claude-night-market synthesizeInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
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%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Jun 28, 2026, 4:16 AM161.9s1 file scanned
SKILL.md
- name:
- synthesize
- description:
- Merges, dedupes, ranks, and formats research findings into a report. Use after research agents return results from multiple channels to produce a ranked report.
- alwaysApply:
- false
- category:
- synthesis
- estimated_tokens:
- 150
- model_hint:
- standard
Finding Synthesis
When To Use
- After research agents return results from multiple channels
- Producing a final ranked report from raw findings
When NOT To Use
- No research session is active (run
/tome:researchfirst) - Refining a single channel (use
/tome:diginstead)
Merge findings from all channels into a ranked report.
Workflow
- Merge:
tome.synthesis.merger.merge_findings() - Rank:
tome.synthesis.ranker.rank_findings() - Group:
tome.synthesis.ranker.group_by_theme() - Format:
tome.output.report.format_report()
Output Formats
- report: Full sectioned markdown
- brief: Condensed 1-2 pages
- transcript: Raw session log
Exit Criteria
- [ ]
merge_findings(),rank_findings(), andgroup_by_theme()all called in sequence before output is formatted - [ ] Output formatted via
format_report()by default, orformat_brief()/format_transcript()when the flag is set - [ ] Findings grouped by theme in the report, not presented as raw per-channel lists
- [ ] If the merged finding count is 0, this is stated explicitly rather than generating an empty or fabricated report
- [ ] If no active session exists, error emitted directing the user
to run
/tome:researchfirst
Related Skills
athola/architecture-paradigm-domain-driven
data-ai
VerifiedTrustedCommunity
Models a business in its own language. Use when the domain has real business rules to capture.
323SKILL.mdUpdated Jul 15, 2026
athola/ideate
research
VerifiedTrustedCommunity
Generate diverse solution candidates with category-spanning ideation methods and rotation. Use when stuck on a design or fighting repetitive LLM output.
323SKILL.mdUpdated Jun 8, 2026
athola/validate-pr
development
VerifiedTrustedCommunity
Generates and self-executes a diff-derived test plan for a PR. Use when validating PR changes before merge. Do not use for code review; use sanctum:pr-review.
323SKILL.mdUpdated Jun 8, 2026
athola/graduated-implementation
development
VerifiedTrustedCommunity
Ramps implementation ambition a notch only after the prior increment is understood. Use when building a feature you must understand, not just ship.
323SKILL.mdUpdated Jun 8, 2026