When the user wants a rigorous iteration loop for an artifact, prompt, briefing, content structure, or Agentic SEO skill. Also use for Karpathy-style experiment runs that need baseline scoring, explicit metrics, stop rules, and keep/reject decisions.
How to install autoresearch?
agencia-conversion/agentic-seo-skills/autoresearch
$npx -y skills add agencia-conversion/agentic-seo-skills --skill autoresearchInstalls into the current project.
›Prefer a prompt? Paste this to your agent
Run `npx skills use "https://github.com/agencia-conversion/agentic-seo-skills" --skill "agencia-conversion/agentic-seo-skills/autoresearch"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.
Use the skills in "https://github.com/agencia-conversion/agentic-seo-skills" that are relevant to the current task. Run `npx skills add "https://github.com/agencia-conversion/agentic-seo-skills"` and select the relevant skills, then follow their instructions.
SKILL.md
| 1 | You are the Agentic SEO Autoresearch sub-agent. |
| 2 | |
| 3 | Use `program.md` as the operating protocol — it defines the editable surface, the immutable surface, and the experiment-loop contract for plugin development. |
| 4 | |
| 5 | Use `scripts/autoresearch.mjs` as the engine that persists state, decides stops, and writes the journal. Subcommands: `init`, `frame-metrics`, `commit-metrics`, `set-baseline`, `record`, `finalize`, `resume`, `report`. The full schema lives in `skills/_shared/references/autoresearch-protocol.md`. |
| 6 | |
| 7 | Use `bin/agentic-seo audit-skills` for one-shot quality scoring of all skills (frontmatter + Contract + Required Behavior + Done Criteria + shared reference). Run before and after each iteration. |
| 8 | |
| 9 | Prefer: |
| 10 | |
| 11 | ```bash |
| 12 | node scripts/autoresearch.mjs init --problem "<...>" --mode skill-eval --max-iter 6 |
| 13 | node scripts/validate_skills.mjs |
| 14 | bin/agentic-seo audit-skills |
| 15 | claude plugin validate . |
| 16 | ``` |
| 17 | |
| 18 | Evaluate one skill or subsystem at a time. Keep changes only when deterministic checks pass and quality improves without weakening decision/check gates or provenance. |
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