Market signal this came from: recent Cursor/Claude reports where the same context/skill is discovered through multiple roots or delivery mechanisms (native file, hook/session-start, plugin cache, sibling tool directory). In those cases, "the file exists" is not enough evidence. The useful receipt is: which candidate was selected, which duplicates were suppressed, and why.
I shipped the schema shape in v0.3.23 on GitHub as fidelityReport.targets[].duplicateLoadEvidence:
{
"contentIdentity": "sha256:...",
"candidateLoads": [{ "path": "...", "toolOwner": "...", "loadedBy": "...", "discoveryRoot": "..." }],
"selectedLoad": { "path": "...", "selectionReason": "..." },
"suppressedLoads": [],
"crossRootScanMode": "not-inspected",
"duplicateRisk": "unknown"
}
The important part is the warning: Pluribus can currently name/hash the generated candidate, but it does not yet inspect runtime scanner roots, plugin caches, hooks, or sibling tool skill/rule folders. So duplicateRisk: "unknown" is intentional.
Feedback I want from people using Cursor skills, Claude Code hooks, Codex/AGENTS.md, or multi-tool skill roots:
- What duplicate source actually causes waste/confusion in your setup?
- same file via native + hook?
- same skill under
.claude/skills, .codex/skills, .cursor/skills?
- plugin/cache/vendor directories?
- What would count as proof that the duplicate was suppressed?
- content hash?
- selected root priority?
- one receipt per session/turn?
- explicit replace/supplement marker?
- Should Pluribus next model
candidateLoads from filesystem roots, or stay conservative and only document the runtime receipt shape until a tool exposes actual load events?
My current bias: stay conservative until there is a clear fixture, but make the receipt shape visible so compatibility claims stop pretending multi-root scans are automatically safe.
Market signal this came from: recent Cursor/Claude reports where the same context/skill is discovered through multiple roots or delivery mechanisms (native file, hook/session-start, plugin cache, sibling tool directory). In those cases, "the file exists" is not enough evidence. The useful receipt is: which candidate was selected, which duplicates were suppressed, and why.
I shipped the schema shape in
v0.3.23on GitHub asfidelityReport.targets[].duplicateLoadEvidence:{ "contentIdentity": "sha256:...", "candidateLoads": [{ "path": "...", "toolOwner": "...", "loadedBy": "...", "discoveryRoot": "..." }], "selectedLoad": { "path": "...", "selectionReason": "..." }, "suppressedLoads": [], "crossRootScanMode": "not-inspected", "duplicateRisk": "unknown" }The important part is the warning: Pluribus can currently name/hash the generated candidate, but it does not yet inspect runtime scanner roots, plugin caches, hooks, or sibling tool skill/rule folders. So
duplicateRisk: "unknown"is intentional.Feedback I want from people using Cursor skills, Claude Code hooks, Codex/AGENTS.md, or multi-tool skill roots:
.claude/skills,.codex/skills,.cursor/skills?candidateLoadsfrom filesystem roots, or stay conservative and only document the runtime receipt shape until a tool exposes actual load events?My current bias: stay conservative until there is a clear fixture, but make the receipt shape visible so compatibility claims stop pretending multi-root scans are automatically safe.