Individual skill

autoresearch

User trigger. Use when starting, resuming, or checking an autoresearch campaign — topics, evidence base, sealed validator, then validator-scored attempt loops.

skills/autoresearch/SKILL.md

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What was checked

Matches the observed repository HEAD: Yes
Scanner rules are current: Yes
Repository scan complete: No
Skill scan complete: Yes
Observed behavior: Network or broad shell
Last checked: Nov 4, 2026

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Repository context

Repository stars (not skill ratings): 106
Repository last updated: Nov 6, 2026
License: MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

marketing Derived category

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files

SKILL.mdcore · 5,977 bytes
helpers/cycle_end_hook.pyruns · 4,362 bytes
helpers/gen_campaign.pyruns · 9,532 bytes
helpers/report.pyruns · 31,133 bytes
helpers/test_gen_campaign.pyruns · 5,245 bytes
helpers/test_report.pyruns · 15,443 bytes
helpers/tidy_attempts.pyruns · 13,645 bytes
references/attempt-protocol.mddoc · 2,597 bytes
references/cycle-end-hook.mddoc · 4,726 bytes
references/insights-template.mddoc · 1,490 bytes
references/negative-controls.mddoc · 1,814 bytes
references/reflection-template.mddoc · 7,965 bytes
references/report-schema.mddoc · 6,001 bytes
references/stages/db.mddoc · 2,746 bytes
references/stages/run.mddoc · 12,425 bytes
references/stages/topics.mddoc · 5,019 bytes
references/stages/validator.mddoc · 5,012 bytes
references/state-schema.mddoc · 2,683 bytes
references/tidy-up.mddoc · 3,783 bytes
references/validator-contract.mddoc · 2,486 bytes

Read excerpt


## Installed resources

Keep the working directory at the user's project. Resolve this loaded `SKILL.md`
with `Path(path).resolve()` before locating resources; follow symlinks. Bare
`helpers/`, `references/`, and template paths are relative to that real skill
directory. A path written as `skills/<name>/...` means the installed `<name>`
skill's directory from the agent's skill catalog, not a path in the user's project.
Locate each dependency by its public skill name; copied skills need not be siblings.
If a dependency is absent, report the missing skill and install it before that step.
Shared writing files are bundled in `how-to-write-ideas-report/references/`.


# Autoresearch