szaaaaaa/src/dynamic_os/skills/builtins/aggregate_results
src/dynamic_os/skills/builtins/aggregate_results/SKILL.md
# aggregate_results 聚合多轮实验结果，生成跨迭代对比分析。 ## 功能 - 从所有 ExperimentResults 和 ExperimentIteration 产物中提取指标历史 - 构建迭代对比表（每轮指标 + 成功/失败状态） - 计算各指标的 min/max/avg/best 统计值 - 提取最佳配置和经验教训 - 调用 LLM 生成结构化分析文本 ## 适用场景 当实验循环结束（ExperimentIteration.should_continue=false）且存在多轮实验数据时， 由 analyst 角色调用此技能生成统一的分析报告，供 draft_report 使用。
$ install --global
skillsauthnpx skillsauth add szaaaaaa/researchagent src/dynamic_os/skills/builtins/aggregate_resultsInstall 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: May 2, 2026, 10:32 AM398.0s3 files scanned
SKILL.md
aggregate_results
聚合多轮实验结果，生成跨迭代对比分析。
功能
- 从所有 ExperimentResults 和 ExperimentIteration 产物中提取指标历史
- 构建迭代对比表（每轮指标 + 成功/失败状态）
- 计算各指标的 min/max/avg/best 统计值
- 提取最佳配置和经验教训
- 调用 LLM 生成结构化分析文本
适用场景
当实验循环结束（ExperimentIteration.should_continue=false）且存在多轮实验数据时， 由 analyst 角色调用此技能生成统一的分析报告，供 draft_report 使用。
Related Skills
szaaaaaa/src/dynamic_os/skills/builtins/clarify_intent
tools
VerifiedTrustedCommunity
Clarify the user's intent into one of three tiers: a confidently inferred goal, a default-filled goal with explicit assumptions, or a structured reask with option-style questions. The skill uses `ctx.tools.llm_chat()` with a structured JSON schema and emits either `ClarifiedIntent` or `ClarificationRequest`. When previous-round `ClarificationResponse` artifacts are present in `ctx.input_artifacts`, they are folded into the prompt so the LLM can incorporate prior answers.
3SKILL.mdUpdated May 5, 2026
szaaaaaa/scripts/demo_assets/broken_skill
data-ai
VerifiedTrustedCommunity
# extract_keywords_v0 (broken baseline) Demo asset for the `reflect_on_failure → optimize_skill` chain. See `run.py` for the deliberate bug.
3SKILL.mdUpdated May 5, 2026
szaaaaaa/tests/fixtures/phase1_skills/valid/search_papers
testing
VerifiedTrustedCommunity
Use this skill to search papers.
3SKILL.mdUpdated May 2, 2026
szaaaaaa/tests/fixtures/phase1_skills/restricted/network_probe
testing
VerifiedTrustedCommunity
This fixture skill attempts a network call and should be blocked by its own permissions.
3SKILL.mdUpdated May 2, 2026