paper-assembly
Orchestrates literature research, planning, code, experiments, figures, tables, writing, and review. Maintains state between phases and supports checkpointing and resuming work to assemble a complete paper.
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Find your next superpower If you are an agent, refer to our llms.txt for full access.Orchestrates literature research, planning, code, experiments, figures, tables, writing, and review. Maintains state between phases and supports checkpointing and resuming work to assemble a complete paper.
Reproduces paper methods using a three-stage Paper2Code pipeline. Plans UML and dependency graphs, analyzes logic for each file, and generates code in dependency order.
Applies the outcome-to-judgment charter when the caller explicitly selects RPI.
Covers native Android development using MVVM and Jetpack. Includes Compose interfaces, Retrofit API calls, Room local storage, and navigation architecture.
Operates InstaCloud through its CLI, remote MCP server, or self-hosted runtime. Covers projects, Postgres, storage, compute, deployments, isolated branch environments, recurring HTTP calls, credentials, secrets, approvals, monitoring, migrations, and branch promotion.
Synthesizes speech from text with Qwen TTS models for voiceovers, narration, reading aloud, and TTS applications. Covers audio generation rather than speech recognition.
Creates, reviews, moves, splits, or updates repository AGENTS.md files. Produces guidance scoped to the relevant parts of a repository.
Designs and builds autonomous AI agents. Covers tool use, memory systems, planning strategies, and coordination across multiple agents.
Validates full Google Mobile Ads integrations before launch or checks individual integration details. Covers ad unit IDs, ad formats, SKAdNetwork IDs, mediation adapter compatibility, and ad preloading.
Searches Knowledge Catalog entries and retrieves specific metadata. Explores aspect types to help understand assets in a data platform.
Supports writing and substantive editing of documentation, READMEs, and marketing copy. Audits, scores, and revises negative parallelism such as “it's not just X, it's Y,” excluding ordinary factual negation.
Covers Paperclip, an open-source orchestration platform for autonomous AI-agent companies. It supports organization charts, budgets, governance, and heartbeats.
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