semantic-scholar-deep
Semantic Scholar — Deep Research
Purpose: fill the gaps that semantic-scholar-lookup (allenai) leaves — references, recommendations, batch, and multi-hop citation-graph traversal.
Contents
- Dispatch Rule — inline vs delegate; model selection
- When to Use — trigger scenarios
- Scripts —
ss_client.py+citation_graph.py - Authentication & Rate Limits
- Progressive Disclosure — deeper references
- Output Hygiene
- Integration — typical pipeline with the subagent
Dispatch Rule (read first)
Two execution modes:
Inline (run the Bash scripts yourself)
More from codealive-ai/ai-driven-development
fpf-problem-solving
First Principles Framework (FPF) — thinking amplifier. Use when user wants to think through a complex problem, architect a system, evaluate alternatives, decompose complexity, classify problems, define quality attributes, or plan rigorously. Also triggers on: FPF, bounded contexts, SoTA packs, assurance calculus, FPF Parts A-K. Not for simple task planning, general philosophy, or Agile unrelated to FPF.
5settings-management
View and configure settings for coding agents (Claude Code, Codex CLI, OpenCode, and others). Covers JSON settings for Claude Code, TOML for Codex CLI, and JSON/JSONC for OpenCode, including permissions, sandbox, model selection, profiles, feature flags, providers, hooks, subagents, and skills.
4repo-explorer
>
3agents-consilium
Query external AI agents (Codex, Gemini, OpenCode, Claude Code headless) in parallel for independent second opinions, code review, bug investigation, and consensus on high-stakes decisions. Agents and models are configurable in config.json. Use for architecture choices, security review, or ambiguous problems where independent perspectives matter. Not for simple questions answerable from docs or the codebase — use web search or repo exploration instead.
2ubiquitous-language
|
2optimizing-claude-code
Audits repositories for Claude Code readiness and suggests improvements. Use when asked to check CLAUDE.md quality, review settings, audit project organization, or optimize for agentic work.
2