A living collection of paper-conditioned research reports. Paper Scout is an agent-native workflow that scouts recent papers (default source: Hugging Face), filters hard, investigates the most promising or interesting ones deeply, and delivers a fresh Feishu report for each run. The record accumulates here as runs happen.
There is no code to build and nothing to install. The repository is the instance. What it ships is prompts — instruction files and skills that are easy to read and tune.
scout.sh starts the reading agent from workspace/ with a date-stamped prompt.txt.workspace/AGENTS.md (its contract) and loads skills from workspace/.agents/skills/ as needed: scout the recent pool, filter aggressively, deep-dive a small handful, compose the report, deliver a fresh Feishu doc.workspace/runs/<run-id>/, and the run is logged to workspace/runs/INDEX.md.prompt.txt — the run triggerscout.sh — launches a runworkspace/AGENTS.md — the reading agent's contract (your interests, cadence, Feishu destination)workspace/.agents/skills/ — the scouting, deep-dive, and Feishu-doc skillsworkspace/code/ — ignored lab bench for cloned repos, probes, patches, and temporary environmentsworkspace/runs/ — delivered reports, preserved evidence packets, and INDEX.mdPREREQUISITES.md — external tools a run touches, and what degrades when one is missingAGENTS.md — contract for coding agents maintaining this repoworkspace/papers/ is the tracked paper-text cache. workspace/runs/ holds durable run packets. workspace/code/ and workspace/drafts/ hold scratch run data and are gitignored except for their README markers.
Want your own tracker? Clone this, then tell your agent something like: "read this repo and configure a paper tracker for me in the same spirit, tailored to my interests." The agent edits workspace/AGENTS.md (interests, exclusions, cadence, Feishu destination) and tunes the skills as needed. No setup script required — it's all prompts. Check PREREQUISITES.md for the external tools a run touches and what degrades gracefully when one is missing.
A living collection of paper-conditioned research reports. Paper Scout is an agent-native workflow that scouts recent papers (default source: Hugging Face), filters hard, investigates the most promising or interesting ones deeply, and delivers a fresh Feishu report for each run. The record accumulates here as runs happen.
There is no code to build and nothing to install. The repository is the instance. What it ships is prompts — instruction files and skills that are easy to read and tune.
scout.sh starts the reading agent from workspace/ with a date-stamped prompt.txt.workspace/AGENTS.md (its contract) and loads skills from workspace/.agents/skills/ as needed: scout the recent pool, filter aggressively, deep-dive a small handful, compose the report, deliver a fresh Feishu doc.workspace/runs/<run-id>/, and the run is logged to workspace/runs/INDEX.md.prompt.txt — the run triggerscout.sh — launches a runworkspace/AGENTS.md — the reading agent's contract (your interests, cadence, Feishu destination)workspace/.agents/skills/ — the scouting, deep-dive, and Feishu-doc skillsworkspace/code/ — ignored lab bench for cloned repos, probes, patches, and temporary environmentsworkspace/runs/ — delivered reports, preserved evidence packets, and INDEX.mdPREREQUISITES.md — external tools a run touches, and what degrades when one is missingAGENTS.md — contract for coding agents maintaining this repoworkspace/papers/ is the tracked paper-text cache. workspace/runs/ holds durable run packets. workspace/code/ and workspace/drafts/ hold scratch run data and are gitignored except for their README markers.
Want your own tracker? Clone this, then tell your agent something like: "read this repo and configure a paper tracker for me in the same spirit, tailored to my interests." The agent edits workspace/AGENTS.md (interests, exclusions, cadence, Feishu destination) and tunes the skills as needed. No setup script required — it's all prompts. Check PREREQUISITES.md for the external tools a run touches and what degrades gracefully when one is missing.