omk-research-verify
Web research and source verification workflow for current technical facts, libraries, APIs, pricing, policies, and documentation.
git clone --depth 1 https://github.com/dmae97/open-multi-agent-kit /tmp/omk-research-verify && cp -r /tmp/omk-research-verify/templates/skills/kimi/omk-research-verify ~/.claude/skills/omk-research-verifySKILL.md
## Research Policy Use this when facts may be current, niche, version-sensitive, or external. ## Steps 1. Prefer official documentation. 2. Check dates and versions. 3. Compare at least two reliable sources when possible. 4. Separate confirmed facts from inference. 5. Cite sources in the final answer. 6. Do not use stale memory for version-sensitive facts. ## Kimi Runtime Note For API-level web search on Kimi K2.6, prefer a no-thinking research profile when builtin web search is required. ## Output ```txt Confirmed: Uncertain: Sources: Recommended action: ```
Persistent memory, recall, session replay, and memory-governance workflow adapted from rohitg00/agentmemory for OMK. Use when setting up agent memory, deciding what to remember, importing/replaying sessions, reducing repeated context, or auditing memory safety.
Minimal, goal-driven, surgical coding workflow adapted from forrestchang/andrej-karpathy-skills for OMK. Use for coding, refactoring, debugging, and review tasks where assumptions, overengineering, or broad edits could cause regressions.
Legal workflow drafting, triage, review, research planning, legal operations, law-student or clinic support, and legal AI governance adapted from Anthropic claude-for-legal. Use for commercial, privacy, product, corporate, employment, regulatory, AI governance, IP, litigation, legal-clinic, and law-student tasks. Draft-only; attorney review and current source verification required.
Real-engineering alignment, shared-language, TDD, diagnosis, and architecture-review workflow adapted from mattpocock/skills for OMK. Use before non-trivial implementation, ambiguous product work, debugging loops, test-first changes, or codebase architecture cleanup.
Managed-agent teamwork, issue assignment, progress tracking, reusable-skill compounding, and handoff workflow adapted from multica-ai/multica for OMK. Use when coordinating multiple agents, converting work into agent-ready tasks, tracking blockers, or turning repeated solutions into skills.
Review AdaptOrch, OMK, and similar DAG multi-agent orchestration frameworks. Use when assessing DAG node responsibility, dependency edges, worker write authority, fallback/retry/timeout/evidence gates, review/merge boundaries, or reproducible decision traces.
Optional read-only OMK web/social/video research workflow inspired by Panniantong/Agent-Reach. Use for web search, current social evidence, YouTube/Bilibili/Reddit/Twitter/X/RSS/GitHub public research, and Agent Reach availability checks without auto-installing or collecting credentials.
Backend API review for NestJS, Express, FastAPI, database access, validation, auth, error handling, and API contracts.