SigmanticAI / apex-inference-chip
An inference chip design that runs a real LLM (Qwen2.5-0.5B) on FPGA — one transformer decoder layer in RTL, every silicon value bit-exact against a golden model. 0.56 tok/s measured, a 140× climb, full evidence trail.
damonwan1 / AutoScholarLoop
A multi-agent AUTO Research loop for idea discovery, experiment execution, evidence-grounded paper writing, quality audit, and live Web observation from AI group, CNIC, CAS.
jagmarques / asqav-sdk
Python and TypeScript SDKs for verifiable evidence of AI agent actions. Signed receipts, policy enforcement, audit trails. Works with LangChain, CrewAI, MCP.
athemeroy / awesome-claude-5-5-videos
Source-linked Claude 5.5 video workflows: Opus and Sonnet demos, separately labeled next-Fable testing reports, prompts, tools and production evidence.
Loopera-ai / loopera
面向基本面因子研究的智能体-A hypothesis-driven AI agent for fundamental factor research, with evidence-gated validation and research memory.
bcoles / kasld
KASLD defeats Linux kernel KASLR from a local process — recovering the virtual and physical memory layout where a leak or side channel allows, and narrowing it to the smallest set of placements the evidence supports otherwise.
OpSafari / hypoarena
Scientific hypothesis-discovery workbench: grounded hypothesis-evidence graphs, synthetic literature with planted causal chains, generate-debate-evolve loops over pluggable offline adapters, Elo tournaments recovering planted skill order, paraphrase dedup, Bayesian evidence accumulation, reproducible reports. NumPy core, CPU-only torch extra.
Cranot / roam-code
Local codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 languages, 287 commands, 246 MCP tools, change-safety gates, audit evidence, zero API keys.
WILLOSCAR / research-units-pipeline-skills
Research pipelines as semantic execution units: each skill declares inputs/outputs, acceptance criteria, and guardrails. Evidence-first methodology prevents hollow writing through structured intermediate artifacts.
cordum-io / cordum
The action firewall for AI agents. Enforce policy and human approval before risky tool calls, shell commands, workflows, and production changes, with auditable evidence.
oxbshw / watch-skill
Give AI agents eyes, ears, and verifiable results. Watch Skill turns video, audio and screen activity into searchable, timestamped evidence and proves work with deterministic contracts, not model opinion. DeepWatch is the agent workspace built on DeepSeek Harness. Python + npm, MCP, CLI, REST, Web.
XiNian-dada / Fuck_My_Shit_Mountain
An evidence-based AI code audit skill. Professional output. Zero emotional bullshit.
OnlyTerp / opengrok
Run any model in Grok Bot — one-command setup, model picker UI, evidence-based provider wire maps, and an update-proof doctor. Not farming you, arming you.
Prysai / Prysai-LLM-Playbook
An evidence-led, eight-locale LLM playbook: a transferable core, the Codex flagship track, and adapters for ChatGPT, Claude Code, Gemini, DeepSeek, and Grok.
wh000wh000 / awesome-jev-live
Awesome Jev — evidence-graded index of TypeSafe System One: SDKs, MCP tools, agents, apps and open models. 20 languages, rebuilt every 2 hours.
aaron-for-value / VeriRun
Evidence-first infrastructure for reproducible, isolated executable evaluation and online rewards.
kropdx / reflection-engine
A downloadable prompt that turns your AI assistant's memory of you into a candid, evidence-grounded portrait.
nutllwhy / seedance-tvc-director
A Seedance 2.5 TVC director Skill for 15s, 30s and custom commercial video prompts, storyboards, voiceover routing and evidence-driven retakes.
wp1461772181-glitch / market-evidence-agent
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ktwu01 / benchmark-radar
Track 33,707+ AI benchmark, eval, dataset, and data-quality records from 40 public sources, with linked evidence and daily updates.
XiantingWu / PQCensus
Evidence-grounded cryptographic inventory and post-quantum migration planning for software repositories. Local static analysis, zero mandatory runtime dependencies, SARIF and CycloneDX output.
mikamikasuki / forest
FOREST is a research agent for long-horizon science, where evidence gets lost, errors compound, and goals drift. It explores ideas, reads literature, forms hypotheses, runs real experiments, analyzes results, revises paths, and builds a full paper—all in an editable graph you can inspect, branch, redirect, with claims and figures linked to evidence
dengyier / OpenWorkProof
Open protocol for AI agent work contracts and verifiable execution — authorization, evidence, and acceptance for multi-agent systems
lotchuazzz-crypto / papergraph-mcp
PaperGraph MCP turns math papers into evidence-grounded reading maps for AI agents: extract results, trace proof evidence, plan reading order, and review external dependencies without guessing.
Thworry / reposcope
README-first, evidence-backed analysis for understanding public GitHub repositories before adoption.
udaysharmadev / Gravitas
Make Gemini code like Claude Models. Forces it to inspect files before editing, plan changes, test its work, and back up every “done” with actual evidence.
Sheltercosmo / jev4pg
Established strong JEV based natural language to SQL performance and well-covered semantic operators for PostgreSQL(PG) with optimized cost and latency. Reusable evidence, with native execution, parallel plans and explainable embeddings in development preview.
lensback940701 / Evidence-Bound-Press-Conference-Revision-Skill
An evidence-bound academic revision skill for social science research. It reduces defensive prose without weakening scholarly caution, foregrounds core contributions, compresses repetitive qualifications and process narration, and preserves claim ceilings, evidence status, scope, boundaries, and rival explanations for auditable, traceable revision.
zgcagi / Harness-RSI
Harness self-evolution: update targets, theory, evaluation, and reported evidence. Bilingual reading list and project website.
cpt13-g / clarify-research-idea
Turn vague research directions into falsifiable, evidence-grounded Research Idea Briefs with a six-stage Codex workflow.
sybil-solutions / local-ai-registry
Local AI registry: one validated recipe per machine, with the evidence attached
dagoSte / squadra
Coordinate Claude, Codex and Cursor windows with shared tasks, acknowledgements, prechecks, parallel tests, source-bound proofs and independent review. Built-in skills recall lessons, simplify code and forecast work. Track progress, decisions and evidence in a bilingual local dashboard, with MCP plugins. Browse skills and verified security audits.
Hoylon / peerbridge-mcp
Local-first, auditable multi-agent control room for coding, review, evidence, and private remote work.
RockxyApp / Tracexy
Native, local-first network intelligence for macOS—capture live traffic, inspect PCAP/PCAPNG files, and investigate sessions, protocols, processes, flows, and packet evidence.
morluto / flameox
Runtime evidence that helps agents trace, profile, and burn down hotspots in application and native code, GPU kernels, and inference stacks.
PerryLink / dsh-research-report
Verifiable research-report engine for DeepSeek Harness: content-addressed evidence ledger (claim-snapshot binding, tamper-evident) plus versioned sealed reports with per-claim verification verdicts and a manifest-sealed directory.
jsdhwfmax / EvalForge
Evaluator-neutral AI evaluation evidence, baseline regression gates, and JSON, JUnit, and SARIF reports for CI.
Quchaosheng / workbench-mobile-home-robot
Evidence-first runtime for a wheeled mobile household robot with bounded actions, replayable events, and fail-closed verification.
dltsum / research-guard
Fail-closed cross-disciplinary research design, novelty, evidence, writing, and audit plugin for Codex-compatible agents.
Yevanchen / reclaim-code-entropy
An evidence-first Agent Skill for safely simplifying any codebase.
ValerianXXX / JobFlow
Local-first, AI-centered, evidence-gated job application workflow
XiantingWu / VeriRepro
VeriRepro: Evidence-grounded reproduction for computational papers.
yizhiyanhua-ai / fireworks-open-eli5
Evidence-aware interactive visual explainers for Codex and Claude Code.
Elowwwen / resume-evidence-workflow
一套以经历为基础的 AI 简历工作流，用于经历深挖、JD 匹配、简历改写，并覆盖可辅助面试的经历过程。
mylc2010 / sci-translation-skill
An evidence-preserving Chinese-to-English manuscript translation and review workflow for computing, medicine and other STEM disciplines.
TheJustinSunPrize / awards
Canonical, machine-checkable record of the Justin Sun Prize: rules, awards, candidates, and verification evidence.
tetrionlabs / mathema
Claim-Driven Development: turn software intent into verifiable evidence.
wilbert-MD-PhD / medical-illustration
面向 Codex、Claude Code 等 AI Agent 的医学绘图 Skill，基于可信证据制作医学插画、科普漫画与科研示意图，提供可编辑成果与审核记录。 · Evidence-backed medical illustration, comics and research figures for Codex, Claude Code and other AI agents, with editable output and review records.
Lucasuiii / modeling-workbench
Contest-native, evidence-focused math modeling workflow for Codex and Claude Code
socai-io / jev-social
Open-source, local-first social media research agent for Instagram, TikTok, and LinkedIn. Jev routes read-only steps; socai CLI captures cited browser evidence.
yaojingang / GEOHub
GEOHub: open, evidence-bounded GEO and SEO agent skills for AI Search, with research-grounded discovery, diagnosis, content, measurement, and one-line SEO planning.
mikeparcewski / wicked-studio
Where you direct your coding agents: start a job with a chat, watch them work in sandboxes, and approve what matters with the evidence.
HuiTurn / HowToLiveBetter
人生指南库 · 高性价比人生指南小程序版；收录《高性价比人生指南》765 条循证建议，支持全文搜索、收藏、离线阅读、每日一读
heise3 / academic-deai
Model-agnostic Chinese and English academic editing for the latest models across Agent platforms. Reduce formulaic prose while preserving evidence and author voice.
1838904818 / audit-repo
A practical Codex skill for evidence-backed repository health audits
THUROI0787 / absent-author
Research and writing can be automated. Authorship cannot. Evidence list + agent skills for spotting AI-produced papers no human stood behind.
OSINT-Experts-Society / Consensus-OSINT
🔎 Username, email & phone OSINT — 9,700+ lookup checks from 19 projects, with profile enrichment, bulk searches, evidence graphs and expert-reviewed updates.
cth9191 / site-clone
Point Claude Code at a URL, get a teardown + a verified near pixel-identical rebuild. Runtime probes, evidence-tagged TEARDOWN.md, Playwright pixel-diff QA.
apromisedland / Tame_3D
Tame3D research framework: evidence-grounded multi-agent 3D reasoning with scene-level conformal uncertainty alignment
rednote-machine-learning / Inference-autopilot
Evidence-driven SGLang inference deployment optimization.