What this is
You are looking at the public face of a research project about open-source GitHub repositories. We ran 81 recorded search campaigns, one task at a time — interviewing customers, launching a website, auditing a financial model, keeping agents on a leash. Each modern campaign froze its question, screened what it found, and kept a ledger; twelve early campaigns predate that standard and say so with flags instead of counts.
Entries are repositories — libraries, benchmarks, specifications, whatever a ledger admitted as evidence. Some of it is polished; most of it is parts.
The entries here are what those ledgers admitted: 86 entries, contributed by 9 of the campaigns placed on this hub. 10 of the 54 campaigns placed here are marked ingested, and one of them admitted no repositories at all. Ingested means the campaign's ledger was extracted for this site; it does not promise the ledger admitted anything.
Every claim on an entry page comes from its campaign, word for word, with a date. We do not rank anything. We describe repositories in our own words rather than repeating theirs. Numbers carry dates, and absences are labeled.
The survey behind the registry
Where the searching ended up, dated 2026-08-10.
Six numbers. Five of them are paperwork; the last one is what you can open.
Method: sealed campaign ledgers; dated, hashed API snapshot. What these numbers do and do not mean →
The categories
Eleven departments, empty ones included.
Start from the job in front of you and pick the department it belongs to.
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F1
Customer & market discovery
Customer interviews, market and competitor intelligence, industry classification — the tooling that makes early guessing cheaper.
1 of 3 campaigns have entries ingested here 2 of 86 entries 6 tasks
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F2 Planned
Product & MVP engineering
Nothing has landed here yet. Campaigns for MVP building and test plans are on the slate; none has run.
Planned — no campaign has run in this category yet 0 of 86 entries 2 tasks
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F3
Fundraising & pitch
The story you tell investors, and the artifacts that carry it: narrative tooling and demo video pipelines. Campaign rows here are listed; their entries are not yet ingested.
0 of 2 campaigns have entries ingested here 0 of 86 entries 3 tasks
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F4
Finance & unit economics
One deep campaign on building and checking the spreadsheets a runway decision rests on — much of it developer tooling rather than founder-ready apps.
1 of 1 campaigns have entries ingested here 15 of 86 entries 3 tasks
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F5
Marketing, growth & distribution
Website launch and validation, CRM and sales stack, newsletters. The website launch sits here by ruling — it is the venture's first marketing artifact.
1 of 5 campaigns have entries ingested here 2 of 86 entries 4 tasks
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F6
Decision & market analytics
Analytics tooling, plus longitudinal tracking of open-source platform ecosystems — measurement instruments rather than dashboards.
1 of 2 campaigns have entries ingested here 13 of 86 entries 3 tasks
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F9
Trust & compliance
The unglamorous shelf that keeps you in business: privacy and data governance, disclosure and provenance.
1 of 2 campaigns have entries ingested here 7 of 86 entries 4 tasks
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S1 Shared lane
Human-agent operations
Human-agent operations: orchestration, runtime boundaries, memory, evaluation, security, and cost accounting. Token economics is a named sub-category.
1 of 20 campaigns have entries ingested here 10 of 86 entries 15 tasks
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S2 Shared lane
Tools & document processing
Documents in, structure out: parsing tooling measured under real workloads, with benchmarks kept distinct from parsers.
1 of 2 campaigns have entries ingested here 12 of 86 entries 2 tasks
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S3 Shared lane
Writing & editing
Words are cheap to generate now, and it shows. Tooling that checks prose against its sources — editing, cleanup, translation.
1 of 10 campaigns have entries ingested here 11 of 86 entries 6 tasks
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S4 Shared lane
Presentation & visuals
Slides, figures, infographics — the tooling that turns work into something an audience can follow, with editability and attestation treated as evidence.
1 of 7 campaigns have entries ingested here 14 of 86 entries 4 tasks
9 of 52 tasks carry an entry today; the rest show their campaigns and say what is missing. All categories, absences included →
The standard
The standard they work to.
The full standard — what an entry must show and may never show — is published.
9 of 54 campaigns placed on this hub admitted at least one repository; 10 of 54 are marked ingested. The rest are listed with their state shown.