By killaragorn
Bounded development and evidence-first reverse-analysis framework for Claude Code.
Read-only investigator for autoresearch tasks. Use when the parent agent needs to gather pointers from large captures (multi-MB HAR, sprawling logs, unfamiliar codebases) without polluting its main context window. Returns a structured evidence list — file paths with line numbers, log timestamps, HAR entry indices, extracted artifacts — not analysis.
Read-only diagnostic specialist for autoresearch reverse-analysis tasks. Use when the parent agent has gathered evidence and needs to identify the earliest actionable failure point or recover a protocol/contract boundary. Returns a failure-point analysis distinguishing observed evidence, inference, and unknowns — not a fix.
Verification specialist for autoresearch development tasks. Use after a code change to run the narrowest useful check (unit test, type check, lint of changed lines, replay of the originally failing input) and report a clean pass/fail with evidence. Does not modify code.
Use when an autoresearch task needs its final report rendered from the collected evidence — e.g. when the user asks for "the report", "write up the findings", "produce REPORT.md", or when verification has just passed and the task is closing. Renders the framework's standard report shape from the conversation's evidence trail.
Use when an autoresearch task needs the narrowest useful verification step run and its outcome captured into the evidence trail. Trigger after a scoped change has been made, or when the user asks to "verify", "run the verification", "check the change", or passes an explicit verification command.
Use when an agent must run a bounded development task, automation analysis, reverse analysis, HAR/log investigation, or codebase diagnosis with evidence and verification. This is the entry skill — pick the mode, scope the boundary, work the loop, and hand off to the verify and report skills when the task closes.
Uses power tools
Uses Bash, Write, or Edit tools
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面向编码 Agent 的「有界开发 + 证据优先反向分析」框架,以同一份代码同时分发到 Claude Code 与 Codex。
框架刻意保持精简:三个协作的 skill、三个子代理,外加一份报告模板。目标不是无止境优化某个指标,而是带着证据把任务收尾。
通过各自 CLI 的 marketplace 一行命令即可安装,无需克隆仓库。
在 Claude Code 会话里依次执行:
/plugin marketplace add killaragorn/autoresearch
/plugin install task-autoresearch@autoresearch
在终端执行:
codex plugin marketplace add https://github.com/killaragorn/autoresearch
codex plugin install task-autoresearch
安装完成后,把任务直接交给 skill:
使用 task-autoresearch 修复 scheduler.py 里的时区 bug —— 切换夏令时时摘要会晚发一小时
主 skill 会自行选择 Development 模式、圈定改动边界、按 inspect → hypothesize → change/probe → verify 的循环推进。任务收尾时另两个 skill 会自动接力:
task-autoresearch-verify —— 跑最窄的有用校验、记录结果到证据链。task-autoresearch-report —— 用 templates/REPORT.md 的形状(Summary / Confirmed / Inferred / Evidence / Changes / Verification / Remaining Risk)汇总最终报告。分析密集的工作可以直接调用 evidence-collector / reverse-analyst / verifier 这三个子代理,主 skill 在合适时机也会自动派发它们。
MIT —— 详见 LICENSE。
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