Integrate Loop Engine with OpenClaw to enforce human approval, AI confidence checks, evidence capture, and immutable audit trails on workflow steps.
Generate a comprehensive DPDP Act implementation checklist with evidence tracker and roadmap. Use when planning DPDP compliance implementation, building a pr...
Monitor Polymarket prediction markets, spot mispricings between crowd probabilities and real-world evidence, track whale positioning from the top-50 leaderbo...
Hard-core logic verification and evidence tracing tool based on the "Golden Triangle" knowledge mining framework
search and analyze llm benchmark results within a fixed benchmark universe, then produce evidence-based model strength and weakness reports or domain-leader...
Produces well-structured, evidence-based articles with clear theses, diverse support, consistent style, and optimized topic coverage for target audiences.
Turn existing project assets into a submission-ready academic paper. Use when the task involves CFP alignment, evidence scoping, abstract selection, outline...
Review code with secure-by-default standards, prioritize exploitable risks, and deliver minimal-diff fixes with evidence and regression checks.
Enforce task completion with explicit Goal/Progress/Next state. Prevent mid-task stalls and ensure evidence-based completion.
Review Apollo ecosystem issues with a classify-first workflow (reproduce for behavior issues, evidence-check for consultative asks) and draft maintainer-grad...
Bounded evidence-first research workflow for software agents. Use when an agent should reduce uncertainty, localize issues, validate outputs, or summarize ev...
Your agent says 'done' — but did it check? Superpowers turns any OpenClaw agent into a disciplined engineer. Verification iron law (evidence before claims),...
Multi-agent adversarial debate system with 4 roles (Pro, Con, Judge, Orchestrator), per-round evidence refresh, 5-element reasoning chains, and structured bi...
Analyze uploaded CVPR paper PDFs with a strict two-pass workflow. First pass extracts verifiable facts with page/section/figure/table evidence only. Second p...
Research any topic thoroughly by running three sub-agents with distinct analytical lenses (breadth, critique, evidence), then giving their outputs to a final...
Security audit and threat model for OpenClaw gateway hosts. Use to verify OpenClaw configuration, exposure, skills/plugins, filesystem hygiene, and to produce an OK/VULNERABLE report with evidence and
Professional anti-giveup debugging protocol for coding tasks where the agent starts looping, deflecting to users, or trying to end early without evidence. Us...
A research-first content pipeline that turns a topic, notes, article, URL, or transcript into a sourced article with an evidence ledger, routed structure, po...
Full-cycle dissertation writing support for Ryan Tang’s PhD, managing evidence, theory alignment, editing, translation, and quality control across all chapte...
Doctor-grade clinical assistant for evidence-based guideline lookup, complex case discussion, teaching materials, and research outputs tailored to clinician...
CNIPA撤三（连续三年不使用）双轨证据引擎：答辩证据链构建 + 质证审计（SJ-6 + IRAC + 风险A–E）。
Implements cryptographic governance for AI agents by verifying actions against policies and recording signed, tamper-evident audit trails.
Tailor resumes and project bullets to a target role, quantify gaps, and prepare an interview-ready evidence map.