From task-autoresearch
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.
How this skill is triggered — by the user, by Claude, or both
Slash command
/task-autoresearch:task-autoresearchThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
A lightweight framework for finishing bounded coding or analysis work with evidence — not for running open-ended experiment loops. The goal is to close the task with a clear record of what was confirmed, what was inferred, what changed, and what was verified.
A lightweight framework for finishing bounded coding or analysis work with evidence — not for running open-ended experiment loops. The goal is to close the task with a clear record of what was confirmed, what was inferred, what changed, and what was verified.
This is the orchestrator. The framework also installs:
task-autoresearch-verify (run the narrow verification step), task-autoresearch-report (render the final report).evidence-collector, reverse-analyst, verifier.templates/REPORT.md.You can complete most tasks with this skill alone; reach for the companion skills and subagents when the work benefits from a dedicated context window or a structured handoff.
If both apply, start with reverse analysis until the failure point or contract is clear, then switch to development for the smallest fix.
When verification has more than a handful of steps, delegate to the verifier subagent so the verification context stays separate from the implementation context.
For large captures (multi-MB HAR, sprawling logs, unfamiliar codebases), spawn the evidence-collector subagent first to gather pointers, then reverse-analyst for the failure-point reasoning. Both are read-only by design.
Use this shape in the final answer or in a local REPORT.md if the user asks for an artifact (the template lives at templates/REPORT.md inside this plugin):
## Summary
## Confirmed
## Inferred
## Evidence
## Changes
## Verification
## Remaining Risk
Omit empty sections for small tasks. Keep the report short unless the user asks for a full dossier.
task-autoresearch-verify skill to run the narrow check and capture the result.task-autoresearch-report skill to synthesize the final write-up from the collected evidence.Guides creation, editing, and verification of skills for AI coding agents using test-driven development with subagent scenarios. Use when authoring or debugging skills.
npx claudepluginhub killaragorn/autoresearch --plugin task-autoresearch