🔔 Researcher — Continuous Literature Monitoring for PUMA
Tool: Researcher (https://discovery.researcher.life) Phase: Phase 1 — Research Step: 03 — Structured Extraction Methodology: Continuous SLR update / weekly screening
Prompt A — Topic Feed Setup
Create a personalized monitoring feed for the following PUMA research topics. Alert me when new papers are published (2023–2026) on: AI agents in project management, LLM-based issue triage, effort estimation with language models, multi-agent orchestration for software engineering, reproducible benchmarks for AI agents, human-in-the-loop governance for PM agents, and sustainability metrics for AI inference (CodeCarbon, energy efficiency).
Prompt B — Weekly Screening Protocol
From this week's new papers in the AI agents and software engineering domains, classify each as: (1) Must Read — directly relevant to PUMA's H1 or H2 hypotheses, (2) Maybe Read — tangentially related, useful for background, (3) Archive — interesting but not relevant now, (4) Irrelevant — does not match PUMA scope. For Must Read papers, provide a 2-sentence justification. Return as a prioritized reading list.
Prompt C — Relevance Filter Configuration
Configure alerts to only notify me of papers that meet ALL of these criteria: (1) published 2023–2026, (2) contains at least one of: "issue triage", "effort estimation", "story point", "LLM agent", "multi-agent", "project management automation", (3) is an empirical study, benchmark paper, or survey — NOT an opinion piece, (4) has an abstract available. Exclude papers from venues without peer review.
Prompt D — Emerging Terminology Scanner
Scan the recent literature for new terminology being used for concepts related to PUMA. Specifically look for: new names for "agentic project management", new benchmarks for LLM evaluation in SE contexts, new datasets for Jira/GitHub mining, new evaluation frameworks for AI agents in enterprise settings. Alert me when a new term appears in 3+ papers within a 60-day window.
PUMA Relevance
Researcher.life ensures PUMA’s SLR remains current throughout the project development period (Milestone 1 through Milestone 5). New papers published after the initial literature review can be incorporated into the project if they appear before the Milestone 4 submission deadline (2026-06-07).