How do I install the Uditgoenka Autoresearch Autoresearch skill?

Run npx skillmds@latest add tomevault-io/uditgoenka-autoresearch-autoresearch in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

What does the Uditgoenka Autoresearch Autoresearch skill do?

Autoresearch — Autonomous Goal-directed Iteration It is listed under Coding & Dev Tools on SkillMD.

Is Uditgoenka Autoresearch Autoresearch safe to use?

This skill has not completed SkillMD's automated safety review yet. Independent scanners report: SkillSpector: PASS, Skill Scanner: PASS. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Uditgoenka Autoresearch Autoresearch?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Uditgoenka Autoresearch Autoresearch free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Uditgoenka Autoresearch Autoresearch?

tomevault-io (@tomevault-io) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Uditgoenka Autoresearch Autoresearch by tomevault-io

Name: Uditgoenka Autoresearch Autoresearch
Author: tomevault-io

File contents

Autoresearch — Autonomous Goal-directed Iteration

Safety Invariants (all subcommands)

Never push, publish, or deploy without explicit user approval.
Bounded by default. Override with Iterations: unlimited.
All results logged to autoresearch/{subcommand}-{YYMMDD}-{HHMM}/ directory.
Chain handoff via handoff.json. Evals reads *-results.tsv.

Subcommands

Command	Does	Default Iterations
`$autoresearch`	Iterate against a metric: modify → verify → keep/discard	25
`$autoresearch plan`	Convert a goal into validated Scope, Metric, Verify config	N/A
`$autoresearch debug`	Hunt bugs: hypothesize → test → falsify → repeat	15
`$autoresearch fix`	Crush errors one-by-one until zero remain	20
`$autoresearch security`	STRIDE + OWASP audit with red-team personas	15
`$autoresearch ship`	Ship through 8 phases: checklist → dry-run → deploy → verify	N/A
`$autoresearch scenario`	Generate edge cases across 12 dimensions	20
`$autoresearch predict`	5 expert personas debate before implementation	N/A
`$autoresearch learn`	Scout codebase → generate docs or wiki → validate → fix loop	10
`$autoresearch reason`	Adversarial debate with blind judges until convergence	8
`$autoresearch probe`	8 personas interrogate requirements until saturation	15
`$autoresearch improve`	Research ICP challenges, discover improvements, generate PRDs	15
`$autoresearch evals`	Analyze iteration results: trends, plateaus, regressions	N/A

Universal Flags

Flag	Applies To	Purpose
`Iterations: N`	All looping	Set iteration count
`Iterations: unlimited`	All looping	Opt-in unbounded
`--evals`	All looping	Mid-loop checkpoints + final summary
`--evals-interval N`	All looping	Override checkpoint frequency
`--chain <targets>`	All	Sequential handoff after completion
`--<subcommand>`	All	Shorthand for `--chain <subcommand>`

Source: uditgoenka/autoresearch — distributed by TomeVault.

---name: uditgoenka-autoresearch-autoresearchdescription: Autoresearch — Autonomous Goal-directed Iteration---# Autoresearch — Autonomous Goal-directed Iteration## Safety Invariants (all subcommands)- Never push, publish, or deploy without explicit user approval.- Bounded by default. Override with `Iterations: unlimited`.- All results logged to `autoresearch/{subcommand}-{YYMMDD}-{HHMM}/` directory.- Chain handoff via `handoff.json`. Evals reads `*-results.tsv`.## Subcommands| Command | Does | Default Iterations ||---|---|---|| `$autoresearch` | Iterate against a metric: modify → verify → keep/discard | 25 || `$autoresearch plan` | Convert a goal into validated Scope, Metric, Verify config | N/A || `$autoresearch debug` | Hunt bugs: hypothesize → test → falsify → repeat | 15 || `$autoresearch fix` | Crush errors one-by-one until zero remain | 20 || `$autoresearch security` | STRIDE + OWASP audit with red-team personas | 15 || `$autoresearch ship` | Ship through 8 phases: checklist → dry-run → deploy → verify | N/A || `$autoresearch scenario` | Generate edge cases across 12 dimensions | 20 || `$autoresearch predict` | 5 expert personas debate before implementation | N/A || `$autoresearch learn` | Scout codebase → generate docs or wiki → validate → fix loop | 10 || `$autoresearch reason` | Adversarial debate with blind judges until convergence | 8 || `$autoresearch probe` | 8 personas interrogate requirements until saturation | 15 || `$autoresearch improve` | Research ICP challenges, discover improvements, generate PRDs | 15 || `$autoresearch evals` | Analyze iteration results: trends, plateaus, regressions | N/A |## Universal Flags| Flag | Applies To | Purpose ||---|---|---|| `Iterations: N` | All looping | Set iteration count || `Iterations: unlimited` | All looping | Opt-in unbounded || `--evals` | All looping | Mid-loop checkpoints + final summary || `--evals-interval N` | All looping | Override checkpoint frequency || `--chain <targets>` | All | Sequential handoff after completion || `--<subcommand>` | All | Shorthand for `--chain <subcommand>` |---> Source: [uditgoenka/autoresearch](https://github.com/uditgoenka/autoresearch) — distributed by [TomeVault](https://tomevault.io).

Frequently asked questions

Uditgoenka Autoresearch Autoresearch