Results for “autoresearch”
20 skills
lovits autoresearch
Stateful validator-gated research loop with native-hook persistence
0
eryajf autoresearch
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, iterative optimization, experiment loop, auto research, performance tuning, automated experimentation, hill climbing, try things automatically, optimize code, run experiments, autonomous coding loop. DO NOT USE FOR: one-shot tasks, simple bug fixes, code review, or tasks without a measurable metric.
0
More results
github autoresearch
Guides users through defining goals, metrics, and scope, then runs an autonomous loop of code changes, testing, measuring, and keeping or discarding results for any programming task with a measurable outcome.
36.2k
bankrbot aeon-autoresearch
Generates four improved variations of any installed skill, scores them against a weighted rubric, and applies the winning version while preserving the original.
1.2k · bundle
orchestra-research autoresearch
Orchestrates end-to-end autonomous AI research projects using a two-loop architecture for rapid experimentation and synthesis, producing papers and presentations.
10.4k · bundle
timlai666 academic-deep-research
Transparent, rigorous research with full methodology — not a black-box API wrapper. Conducts exhaustive investigation through mandated 2-cycle research per theme, APA 7th citations, evidence hierarchy, and 3 user checkpoints. Self-contained using native OpenClaw tools (web_search, web_fetch, sessions_spawn). Use for literature reviews, competitive intelligence, or any research requiring academic rigor and reproducibility.
1 · bundle
pantyuhov9-web repo-system-research
Research the open web for enhancement opportunities (Layer 3 — Opus subagent with WebSearch + WebFetch). Topic-driven. Returns structured findings with hype tags + source URLs. Does NOT auto-implement.
0
brycewang-stanford literature-review
帮助用户撰写高质量的文献综述类论文。提供从选题、文献检索、评估筛选、结构规划到最终写作的全流程指导。适用于需要撰写独立文献综述论文或学术论文中文献综述部分的用户。
1k · bundle
k-dense-ai paper-lookup
Search 10 academic literature APIs for papers, preprints, citations, and open-access full text with reproducible provenance.
30.2k · bundle
affaan-m search-first
Research existing tools, libraries, and patterns before writing custom code by invoking a researcher agent.
226k
zhouziyue233 literature-review
Search, summarize, and synthesize economics literature. find research gaps, position your contribution.
7
seb1n literature-review
Conduct a structured literature review on a given topic by defining a search strategy, applying inclusion and exclusion criteria, extracting key findings, and synthesizing results into a coherent academic review. Use when the user requests literature review or provides relevant inputs for this workflow.
159
k-dense-ai literature-review
Conduct systematic literature reviews by searching multiple academic databases, synthesizing findings, and generating professionally formatted documents with verified citations.
30.2k · bundle
seb1n context-retrieval
Retrieve relevant information from a knowledge base using semantic, keyword, or hybrid search to ground a query. Use when the task starts with a corpus or index that must be searched; use context-ranking when candidate chunks already exist and only need ordering.
159
mhassan0000 search-first
Guides the agent to research existing tools, libraries, and patterns before writing custom code, using parallel searches across package registries, MCP servers, skills, and GitHub, then evaluating and deciding to adopt, extend, or build.
1
sakamoto-family-smile search-first
Guides a research-before-coding workflow, searching existing tools, libraries, and patterns before writing custom code, with decision matrices and integration with agent workflows.
0
agricidaniel ads-research
Refreshes paid media research by auditing platform claims, API policies, and evidence against primary sources, demoting stale or unsupported assertions.
promisingcoder keyword-research
Finding and expanding keyword opportunities for free — mining Search Console queries for high-impression/low-position pages, expanding via Google Autocomplete, and snapshotting SERPs with web search; optional paid DataForSEO volume/difficulty data.
0
shenxingy research
Research external tools/competitors for a topic and write findings to BRAINSTORM.md (project topics) or ~/.clade/research/ (personal topics). Use when user says "/research [topic]".
8
infinition deep-research-synthesis
Conduct multi-pass web and academic research, cross-check claims, and produce a cited report saved to file and memory.
2