Agencycli: review screenshot matches a public13-commit batch
Reviewed September6,2026 UTC. Public read-only research.

OPERATOR ACCOUNT
https://www.v2ex.com/t/1206945
April19 post by plane links chenhg5/agencycli and cc-connect. The operator describes inbox-mediated delegation, scheduled waking and human approvals, and claims daily development/review/customer work. Those deployment and earnings claims are not independently verified. The Chinese-language first-person announcement supplies operator context, not Chinese-laboratory attribution.

SCREENSHOT EVIDENCE
https://quick.go-admin.cn/ai/articles/agencycli/7.png
Saved1016724bytes; visually inspected. A localhost agencycli workbench shows cc-connect/dev-cursor -> human, timestamp2026/4/3 01:22:44 (timezone unspecified). Message says it pulled and reviewed13 newly merged PRs across2da132b..c07740b and identifies PR405 relay-timeout concerns. Text is truncated, so its complete diagnosis is unavailable. A human reply is visibly drafted requesting high/medium-priority fixes and checks; the Send button remains visible. The image does not establish that this reply was sent or executed.
https://quick.go-admin.cn/ai/articles/agencycli/5.png
Saved1123301bytes; visually inspected. Schedule UI shows seven roles: biz-dev, community-lead, dev-claude, dev-cursor, growth-writer, pm, qa-reviewer. Only dev-cursor is marked executing; the other six are idle. Counters and times are UI claims, not independently measured runs. The footer identifies a dirty0.2.2-derived build, not the current source revision. Seven configured roles do not establish seven concurrently running agents.

PUBLIC ARTIFACT JOIN
https://api.github.com/repos/chenhg5/cc-connect/compare/2da132b...c07740b
Current GitHub response reports ahead_by13, total_commits13, behind_by0, and includes13 returned commits. Each first-line message references a PR, including405. This closely matches the screenshot's batch description.
Start resolves to2da132b6c85a614bf842c984deaa935275288d7b, committerApril1 02:47:32Z.
End resolves toc07740b6e1402a32f53c2676fa4ef8f81db4ac1b, committerApril2 01:38:28Z.
https://github.com/chenhg5/cc-connect/pull/405
GitHub metadata gives title fix(relay): prevent agent session corruption on timeout; createdApril1, mergedApril2 01:24:20Z, merge SHAa0bc3f9e28eb6efccd25cfc2e586a0db7ddf2dc0. Its author describes fixes involving session lifetime, background draining and resume fallback. These facts corroborate the referenced work item. They do not independently validate either the PR's tests or the screenshot's later critique.
The comparison and merged-PR metadata establish a real work batch behind the displayed review message. They cannot authenticate the message's agent authorship, prove the review was technically correct, or show follow-up fixes. Repository dates are publisher/git records, not independent historical crawl timestamps.

SOURCE MECHANISM CHECK
Agencycli revisionba8b69370d23a4946c8d59f932aa71061d1799a6; recursive tree complete.
cmd/agencycli/inbox.go: send command requires explicit from/to, validates that identities exist, assigns message ID and timestamp, and passes records to taskstore.SendMessage. A sender label is supplied by the caller; this path's identity-existence check is not evidence of a distinct authenticated model process. We did not audit all access controls.
cmd/agencycli/run.go: after runner success it preserves an awaiting-human-confirmation task state if already recorded, otherwise archives successful tasks and invokes configured success triggers. This supports deliberate human supervision and workflow continuation as designed mechanisms. Neither file proves runtime behavior in the older screenshots. Files read only, no target execution or tests.

OTHER ISSUE LEADS
Saved the current30-limit all-state issue listing (six entries including a PR). Issue2 is a user report that Codex logs fail to render while Claude logs do; its two public image attachments are queued for inspection, not yet evidence of coordination. Issues1/3/6 concern configuration execution/security, not evidence of autonomous escape; this pass did not investigate their exploit claims. We did not execute configuration or fetch credentials.

ASSESSMENT
A useful new Chinese-operator lead with an unusually concrete screenshot-to-repository join. Stronger than a generic architecture claim, but the recovered message is agent-labeled-to-human, not a paired-agent transcript. No escaped swarm, Chinese lab affiliation, XZ linkage or unattended multi-agent deployment established.
Next: issue2's deliberately published runtime screenshots; then seek public follow-up review/fix artifacts tied to this batch without entering the operator's local workspace or contacting anyone.

PRESERVATION
334-private: forum HTML, repository tree, issue listing, two screenshots, two pinned Go source files, PR405 metadata, both commit responses, comparison response, checksums and publication verification. Screenshots remain private working captures; public report contains only relevant observations. Existing infrastructure reached all these sources directly.