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By flight505
Autonomous experiment loop that optimizes any file by a measurable metric. 5 slash commands, 8 evaluators, configurable loop intervals (10min to monthly).
npx claudepluginhub flight505/claude-skills-jesper --plugin autoresearch-agentAutonomous experiment loop that optimizes any file by a measurable metric. Inspired by Karpathy's autoresearch. The agent edits a target file, runs a fixed evaluation, keeps improvements (git commit), discards failures (git reset), and loops indefinitely. Use when: user wants to optimize code speed, reduce bundle/image size, improve test pass rate, optimize prompts, improve content quality (headlines, copy, CTR), or run any measurable improvement loop. Requires: a target file, an evaluation command that outputs a metric, and a git repo.
Start an autonomous experiment loop with user-selected interval (10min, 1h, daily, weekly, monthly). Uses CronCreate for scheduling.
Resume a paused experiment. Checkout the experiment branch, read results history, continue iterating.
Run a single experiment iteration. Edit the target file, evaluate, keep or discard.
Set up a new autoresearch experiment interactively. Collects domain, target file, eval command, metric, direction, and evaluator.
Uses power tools
Uses Bash, Write, or Edit tools
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Content sources:
upstream/ — vendored copy of alirezarezvani/claude-skills via git subtree (268+ skills, 33 agents, 7 personas, 54 commands)skills/ — first-party additions (21-toolkit survivors and anything I author)Install layer: forge — registered as a marketplace-local source during dev, marketplace-remote once pushed.
.claude-plugin/marketplace.json ← single merged catalog (generated)
skills/ ← first-party skills
upstream/ ← git subtree of alirezarezvani/claude-skills
scripts/
regenerate-marketplace.py ← rebuilds marketplace.json from upstream/ + skills/
sync-upstream.sh ← git subtree pull --squash + regenerate
upstream-changelog.py ← list added/removed/changed since last sync
# Pull latest upstream + regenerate marketplace
./scripts/sync-upstream.sh
# Manually regenerate without pulling
python3 scripts/regenerate-marketplace.py
# Preview what a sync would change
python3 scripts/upstream-changelog.py
forge source add claude-skills-jesper \
--kind marketplace-local \
--path ~/Projects/Dev_projects/Claude_SDK/claude-skills-jesper
forge list --type skill
forge install <name>