Back to libkungfu.devpublic dogfood / embedded observation
Kungfu is built through the same public evidence loop it exposes.
Not a demo dataset. These are public work items, repository-retained Project Cuts, independent reviews, continuations, and production releases from the system’s own construction.
rolling P30D
2026-06-27T06:46:33.890Z
2026-07-27T06:46:33.890Z
3,711
merged public PRs across 14 repositories
Append-only observation history
Review any retained snapshot and its adjacent change.
Each delta is a change between observation points over overlapping rolling P30D windows. It is not a count of work newly created in one week.
Loading the append-only observation chain…
Adjacent observation comparison
| Metric | Previous | Selected | Delta |
|---|---|---|---|
| History | Available when live evidence loads. | ||
One public loop
Work becomes a claim only after it survives evidence boundaries.
The GitHub activity count supplies scale. Project Cut and retained qualification supply meaning.
- 01 · WorkPublic PR changes source, docs, CI, or release state.Merge is a work event, not a feature claim.
- 02 · BindExact source, Atlas, policy, and accepted scope are rooted.Changing an input creates a different claim.
- 03 · SettleProject Cut records Episode delta, omissions, and receipt.An empty Episode delta is explicit, never invented.
- 04 · ReviewA different actor checks the exact claim and roots.Reviewer search alone is not enough.
- 05 · ContinueClose, reopen, or produce a successor Cut and release.The next action keeps lineage instead of rewriting history.
Snapshot
Scale, with the caveats attached.
Merged public PRs by repository
Where the work landed
- buildchain 1,546
- kungfu 1,091
- build-images 256
- kfd 220
- site-libkungfu-dev 138
- site-kungfu-tech 114
- libnode 87
- paper-kungfu-product-white-paper 64
- paper-observer-declared-timelines 64
- paper-kfd-foundation-real-world-agent-work 59
- agent-hub-demo 50
- homebrew-tap 10
- paper-episodes-to-primitives 9
- runtime-images 3
Auditable cases
Two loops you can open all the way down.
The first proves independent continuation. The second proves the architecture pages you just read were themselves delivered through Project Cut and release review.
retained-qualification · qualified
Three actors continued one exact Project Cut without a human relay
Actor A settled and exported exact roots. Actor B independently imported, reviewed fit, and rejected six fault classes. Actor C bound the review and continuation plan into a successor Go, Episode, Atlas, Cut, and published commit.
- actorAProjectCut
sha256:885f6db7adba465aea533517fcdeffece85a7a1f339dc5aeef708155e3c55c90- actorBReview
sha256:b40e6aa8be9ca69e2f5764d64efd6b9e73a58dcc0bdafa1baf0c60e058d21ac9- actorBContinuationPlan
sha256:d9ce88f66b45b5ada845f744b2bf2f2f9ca13bff3ac19c8da098849ecc889b71- actorCSuccessorEpisode
sha256:2c4d1d984e7c9f3dfb441380fa551da676841f56fbcea8ab2dec27f1a4881f3b- actorCSuccessorAtlas
sha256:be853f4db1d8171bef3e29e52fb0c96bed559e0e8b29171f1cd622ad2a7d9a1e- actorCSuccessorProjectCut
sha256:bd41466469738ac0b1e0a0247fadb6f6358caab367a298f97651992d2bd0feb4
cross-repository-delivery · production
The Hub architecture explanation was built, reviewed, settled, and released through the same loop
Two site implementations were independently reviewed and promoted to production. Kungfu then retained a public Project Cut binding the exact source projection and Xinfa Atlas, with an explicit empty Episode delta because the delivery changed documentation surfaces rather than runtime behavior.
- projectCut
sha256:f58f9be5bb76bfa00e6c214063118df0766c58b6ff5112e02ab5bc20dca3d559- projectCutReceipt
sha256:c96c7bbaa851fe4a82d5703aa51a62a9e8cbf1cbd659034e03756e06ce3266a9- inputAtlas
sha256:8c8ea84f6809b2cfd8e0c16f37beedb0aa2f307a4261afd94c2f702022b1c596- sourceProjection
sha256:f26346f1403f236e4b7c3f42eb675f10b2bc3f15891fb2891c33bf872e9ec106
Counting and attribution boundaries
What these numbers do not say
This snapshot proves public repository activity and exact retained evidence objects. It does not equate pull requests with features, GitHub accounts with Agent actors, or review-search matches with approvals.
- pull-request-not-feature
A merged pull request is a work item, not a feature count. - author-account-not-agent-actor
A GitHub author account is not an Agent actor identity. Agent claims require public actor, Episode, receipt, or qualification evidence. - review-search-not-approval
A reviewed-by search match is not automatically an approval or an exact-root independent review. - snapshot-not-live-analytics
The values are a versioned observation at one exact time, not a live analytics service. - public-only
Only public GitHub results and repository evidence marked public are included.
Reproduce
The snapshot ships its query contract.
Run the public GitHub searches, inspect the exact Kungfu commit, or use the site checker. Historical visibility changes can affect a later API replay, so the immutable published JSON remains the admitted observation snapshot.