191 tagged autoresearch, measured the same way as everything else here.
Browse within: ai-scientist 106auto-research 101autonomous-research 91Autonomous Agents 60agentic-loops 25data-analysis 25agents 23cli 17linter 17LLM 13jax 13knowledge-graph 13llm-agents 13machine-learning 13
leo-lilinxiao/codex-autoresearch
Skill Codex
Run repeated, measured Git experiments toward a numeric target; keep improvements and revert failures. Use for autonomous optimization or managing an autoresearch run, not one-shot edits.
Skill Claude Code
Run the evo optimization loop with parallel subagents until interrupted.
Skill Claude CodeCodex
Refactor cleanly instead of layering sediment. Use for rename requests, stale or misleading names, legacy leftovers, changed scope, or when a change reveals duplicated concepts, local adapters, obsolete owners, redundant inputs or guards, compatibility wrappers, parallel abstractions, an over-large module that has…
Skill Claude Code
Iterative strategy generation and evaluation system. Use when the user wants to evaluate agent output quality, run improvement loops, queue tasks for background evaluation, check run status, inspect runtime artifacts and session branch lineage, or discover available scenarios. Provides LLM-based judging with…
Skill Claude CodeCodex
Write a note to {shareddir}/notes/ that future agents can actually act on. Use after every coral eval, when a heartbeat (reflect / consolidate / pivot) asks for a note, or when you discover a grader / build / runtime issue that future agents will hit. Covers 4 note variants (experiment / infra / focus / synthesis)…
TheGreenCedar/codex-autoresearch
Skill Codex needs its repo
Triage improvement work and run or resume accepted measured loops in a local project. Architecture, documentation, UX, product study, open research, taste, and one-shot fixes stay direct unless the user explicitly requests repeated measurement with a complete experiment contract.
Skill Claude Code
Audit whether a paper's baseline comparisons are COMPLETE, FAIR, and SIGNIFICANT: a required recent SOTA baseline is missing while 'best/SOTA' is claimed (HP-MISSING-BASELINE); a baseline is undertuned / given less compute-tuning-data, run at a mismatched config, or the equal-budget ablation-as-baseline is absent…
Skill Claude Code
A rigorous proof-checking and repair skill for LaTeX mathematics. LaTeX is a text format commonly used to write mathematical documents.
Skill Claude CodeCodex
A research-report workflow that produces market and topic reports across areas such as stocks, industries, technology, medicine, politics, and culture. It reads JSON input, performs additional searches, and fills a specified report-input file.
supratikpm/gemini-autoresearch
Skill Claude CodeCodex
Autonomous goal-directed iteration for Gemini CLI. Inspired by Karpathy's autoresearch. Use when asked to run autoresearch, iterate overnight, or autonomously improve any measurable goal. Loops forever: modify → verify → keep/revert → log → repeat. Never stops until interrupted. Gemini-native: uses Google Search…
Skill Claude CodeCodex
Generalised autonomous optimisation loop — soft RLVR for any artifact a user can measure. Use this skill whenever a user wants to iteratively improve an artifact — code, prompts, documents, configs, designs, content — by running structured experiments, evaluating results against a multi-dimensional rubric, and…
Skill Claude Code
Automate setup, configuration, execution, monitoring, and troubleshooting of AutoResearchClaw — the 23-stage autonomous research pipeline that generates conference-grade papers. Use when the user mentions ResearchClaw, wants to write a research paper autonomously, needs to set up or debug the pipeline, or says…
Skill Claude CodeCodex
Autonome Verbesserung nach dem Autoresearch-Paradigma (Karpathy). Zwei Modi: (1) Skill-Modus — optimiert eine SKILL.md durch iterative Mutation und Evaluation. (2) Generic-Modus — optimiert beliebige Dateien gegen jede mechanische Metrik (Testabdeckung, Bundle-Size, Lighthouse-Score, Docker-Image-Größe, etc.). Zwei…
Muminur/autoresearch-skill-Andrej-Karpathy
Skill Claude CodeCodex
Autonomous Goal-directed Iteration. Apply Karpathy's autoresearch principles to ANY task. Loops autonomously — modify, verify, keep/discard, repeat. Supports optional loop count via Claude Code's /loop command. Invoking /autoresearch builds a real-data benchmark harness, captures a baseline, and iterates with a…
Skill Claude CodeCodex
Autonomous iterative experimentation loop for any programming task. Guides the user through defining goals, measurable metrics, and scope constraints, then runs an autonomous loop of code changes, testing, measuring, and keeping/discarding results. Inspired by Karpathy's autoresearch. USE FOR: autonomous improvement…
Skill Claude CodeCodex
Run a subagent-first structured improve-verify loop in OpenCode. Activate with /autoresearch or specialized modes like /autoresearch:plan, /autoresearch:debug, /autoresearch:fix, /autoresearch:learn, /autoresearch:predict, /autoresearch:scenario, /autoresearch:security, /autoresearch:ship. Supports recursive…
Skill Claude CodeCodex
Use when you want to make something measurably better and let the agent do the trial-and-error for you — for example "make this faster", "how can I improve this?", "reduce cost/memory", "increase test coverage", or "make this search return better results" (also tuning an LLM training run). You don't need to know the…
JasonCodeMaker/Agentic-Research-Control-Panel
Skill Claude CodeCodex
Use when building, serving, repairing, or validating the read-only .research/interface projection.
Skill Codex
CostMarshal v5.1 internal policy/runtime for the Codex plugin: two-level native Codex attempt teams plus scheduler-first, cost-aware low/medium/high API routing. It governs repository-bound Workstreams, report-only proposals and multimodal inputs, Provider drift, mTLS gateway leases, hard budgets, production…
frankaging/lite-research-agents
Skill Claude CodeCodex
Multi-agent research war room. Personas debate in sequential turns through two phases — ideation and proposal writing. Persona persistence and drift detection are enforced every turn via the persistent-persona skill.
Skill Claude CodeCodex
Guides the user in discovering a better model structure (e.g. from feature transformations in logistic regression to equation terms within PDEs to neural network layer compositions) out of data. Use when the user asks to create or improve an existing model. Uses an iterative meta/inner agent loop to explore structural…
Exponential-View-co/autoresearch-skill
Skill Claude CodeCodex
Autonomous iterative improvement loop for any writing or thinking task — thesis frames, book titles, essay angles, product positioning, strategy arguments. Give a problem statement, the agent auto-designs the oracle (scoring dimensions + judge panel), shows it for approval, then iterates one change at a time until…
Skill Claude CodeCodex
Evolve Skill: measurement-first skill optimizer. Evaluates SKILL.md files against an anchored 9-dimension rubric, validates that the rubric itself is stable (test-retest), optimizes with a hill-climbing loop that only accepts improvements larger than measurement noise, protects against overfitting with train/holdout…
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: