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Research

Background research behind MISSION.md and vision.md. Two rounds, each run through two deep-research tools, plus hand verification. New to Python packaging? Start with the primer.

File What it is Trust
round-1-landscape-compass.md Snapshot of Python packaging today, comparison with other ecosystems, ranked gaps High. Primary reference for round 1
round-1-landscape-gemini.md Same brief, different tool Low. Agrees on headlines; recommendations and several facts are wrong (see notes)
round-2-evolution-compass.md How tools replaced each other in JS and Python; what other ecosystems do best High. Primary reference for round 2
round-2-evolution-gemini.md Same brief, different tool Low. Largely restates round-1-compass, which it cites as source [4]
round-1b-landscape-compass.md A second, independent run of the round 1 brief (Oct 2026). Intended as round 3, but the round 1 brief was used High
round-1b-landscape-gemini.md Same, from Gemini Low (see notes)
round-1b-synthesis.md What round 1b confirmed, what's new, where it disagrees with us —
round-2b-evolution-compass-unanchored.md The round 2 brief re-run without round 1 attached, to check for anchoring High
round-3-agents-compass.md Round 3: is an agent-specific angle authentic? Distribution formats, sandbox environments, evidence of pain High
round-3-agents-gemini.md Same brief, from Gemini. Truncated after the verdict Low (incomplete)
round-3-and-2b-synthesis.md What round 3 and 2b mean for bundleup —
round-4-use-cases-compass.md Round 4: who needs self-contained Python, what each platform requires, which output formats to offer High
round-4-use-cases-gemini.md Same brief, from Gemini Low (stale platform facts, over-rated fits)
round-4-synthesis.md Use-case lists, platform needs, output strategy —
round-5-cli-compass.md Round 5: CLI and library API style guide (attachments didn't arrive; bundleup specifics assumed) High
round-5-cli-gemini.md Same brief, from Gemini Medium (agrees on rules; startup numbers not credible)
round-5-synthesis.md Points to the resulting CLI style guide —
round-6-next-tool-compass.md Round 6: the next tool for shipping Python, through the JS ecosystem's history; gaps and complaints (run without attachments) High on structure and primary sources; reaction counts unavailable, Reddit/X not searched
round-6b-next-tool-compass.md Same brief, a second Compass run Same; agrees with round 6
round-7-agents-compass.md Round 7: Python when agents write, run and consume the code (the sceptical run) Medium-high; many 2026 arXiv preprints, unchecked
round-7b-agents-compass.md Same brief, a second Compass run Same; agrees with round 7
round-6-and-7-synthesis.md What rounds 6 and 7 mean for bundleup —
verification-notes.md Claims checked by hand, and known errors in each report —
prompts.md Index of the research briefs, one file per round in prompts/ —