Aqe research
Skill proffesor-for-testing/agentic-qe/.agents/skills/aqe-research
Conduct evidence-first technical research for Agentic QE, Ruflo, related ruvnet projects, or external tools. Use when Codex must investigate a repository, compare current upstream changes, trace dependencies and history, distinguish verified facts from inference, or synthesize findings into actionable engineering recommendations. Do not use for a simple known-answer lookup or an implementation-only task.From its SKILL.md
npx -y skills add proffesor-for-testing/agentic-qe --skill aqe-researchAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
SKILL.md
1.9 KB, as published. Nobody here has run it
Research AQE Systems
- Read
AGENTS.md, the question, and any user-supplied artifacts completely. - Define the decision the research must support, its scope, and freshness needs.
- Search local evidence broad-to-narrow with
rg --files,rg, code navigation, tests, configuration, documentation, and git history. - For current external claims, inspect primary sources: upstream repositories, releases, commits, issues, pull requests, and official documentation. Record dates, versions, commit identifiers, and links.
- Trace definitions to usages and public boundaries. Map dependencies, data flow, CLI/MCP parity, configuration generation, and tests when relevant.
- Classify each material statement using references/evidence-rules.md. Never repeat a benchmark, capability, or roadmap claim as fact without direct evidence.
- Synthesize only after gathering evidence. State contradictions, uncertainty, missing access, and stale documentation explicitly.
- Return:
- the decision-oriented summary;
- verified findings with source locations;
- inferences and their supporting evidence;
- gaps and risks;
- prioritized recommendations and the smallest useful next validation.
Use parallel agents only when the user requests delegation or repository instructions explicitly permit it. Treat Claude agent definitions as domain references; do not copy or execute their Claude-only hooks or tool syntax.