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Data/cluster/snapshots.jsonl

oleks edited this page 2026-07-30 17:05:18 +03:00

{"boundary_questions": [], "candidates": [{"boundary_confidence": "high", "candidate_id": "cluster/gitea-agent/sequential-issue-read-batching", "determinism_tests": {"T1": true, "T2": true, "T3": true, "T4": true, "T5": true}, "digest_schema": null, "escalation_path": null, "falsifiability": {"examples": true, "overrule_case": true, "signature": true}, "issue": "oleks/claude-plugin-cluster#56", "measurement": {"cost_per_invocation": 3366, "invocations": 887, "offload_value": 2985881, "offload_waste": 2494414, "share_of_plugin": 0.0726}, "measurement_strength": "measured", "position": "llm-over-script-digest", "signature": ["label_read(method=, owner=, perPage=, repo=)", "label_read(method=, owner=, perPage=, repo=)", "issue_write(act_as=, body=, labels=, method=, owner=, repo=, title=)"], "signature_hash": "bf413184a3cccb7a", "signature_source": "scan-ngram", "skill": "cluster:gitea-agent", "verdict": "file"}, {"boundary_confidence": "high", "candidate_id": "cluster/gitea-helpers/wiki-and-milestone-recipes", "determinism_tests": {"T1": true, "T2": true, "T3": true, "T4": true, "T5": true}, "digest_schema": null, "escalation_path": null, "falsifiability": {"examples": true, "overrule_case": true, "signature": true}, "issue": "oleks/claude-plugin-cluster#57", "measurement": {"cost_per_invocation": null, "invocations": 0, "offload_value": 0, "offload_waste": 0, "share_of_plugin": 0.0}, "measurement_strength": "thin", "position": "pure-script", "signature": ["slug:cluster/gitea-helpers/wiki-and-milestone-recipes"], "signature_hash": "445e61ea5afd4c86", "signature_source": "slug", "skill": "cluster:gitea-helpers", "verdict": "file"}], "coverage": {"attributed_turns": 16529, "ratio": 0.071}, "measurements_by_signature": {"1ea12abb1c1c8af2": {"cost_per_invocation": 10271, "invocations": 5, "offload_value": 51359, "share_of_plugin": 0.0012}, "351d4f1bb49568fa": {"cost_per_invocation": 22742, "invocations": 6, "offload_value": 136456, 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"b9c33e330f2862c0": {"cost_per_invocation": 6160, "invocations": 3, "offload_value": 18481, "share_of_plugin": 0.0004}, "bb2d57637319f70e": {"cost_per_invocation": 6219, "invocations": 3, "offload_value": 18659, "share_of_plugin": 0.0005}, "bf413184a3cccb7a": {"cost_per_invocation": 13138, "invocations": 76, "offload_value": 998547, "share_of_plugin": 0.0243}, "d705fd94a6e76da2": {"cost_per_invocation": 22390, "invocations": 14, "offload_value": 313465, "share_of_plugin": 0.0076}, "e0eb5cdd1de33123": {"cost_per_invocation": 30672, "invocations": 3, "offload_value": 92018, "share_of_plugin": 0.0022}, "e8f04f2626af5033": {"cost_per_invocation": 26550, "invocations": 5, "offload_value": 132751, "share_of_plugin": 0.0032}}, "notes": ["First audit for this target: no prior snapshot to diff against (FR-2.4 outcome, not a failure).", "offload-scan's skills[] attribution was empty this window (only agent-level attribution existed) -- the gitea-helpers candidate is filed on the static case alone, cost unproven."], "rubric_version": "1.0.0", "run_id": "2026-07-29T18:59:29Z", "target": {"name": "cluster", "repo": "oleks/claude-plugin-cluster", "skills": ["arbitrage-agent", "capacity-audit", "capacity-images", "capacity-nix-store", "capacity-pvc", "capacity-registry", "check-claude-code-mcp-version", "check-doc-staleness", "check-mcp-spec-staleness", "ci-agent", "ci-efficiency-audit", "ci-pipeline-debug", "cluster-agent", "dashboards-agent", "devops-architect-agent", "dns-agent", "dns-resolve-diagnose", "flux-troubleshooting", "flux-webhook-receiver", "gitea-agent", "gitea-helpers", "gitea-pat", "gitea-repo-ops", "grafana-dashboard-author", "k3s-agent", "k3s-diagnose", "k3s-dns-ingress", "k3s-node-pressure", "k3s-trace", "nixbuild-build-introspection", "nixos-agent", "nixos-deploy", "nixos-fleet-pin-update", "observability-agent", "observability-alert-runtime", "observability-health-snapshot", "postgresql-recovery", "registry-cleanup-pinning", "ship-it", "ship-it-agent", "storage-agent", "storage-cache-diagnose", "storage-overlay-recover", "woodpecker-gitea-bond"], "source": "path", "version": "0.61.0"}, "tool_versions": {"cc-tokens": "/home/oleks/projects/claude-plugins/token-budget/bin/cc-tokens", "inference-arbitrage": "0.4.1"}, "totals": {"invocations": 2038, "share_mechanical": 0.199, "weighted_tokens": 41153662}, "window": {"requested_since": "2026-06-29T18:52:09.306570+00:00", "requested_until": null, "sessions": 152, "since": "2026-07-03T12:23:08.955000+00:00", "until": "2026-07-29T18:52:24.817000+00:00"}} {"boundary_questions": [{"boundary_confidence": "low", "candidate_id": "cluster/nixos-k3s-arbitrage-agents/repeated-cd-digest-opportunity", "determinism_tests": {"T1": false, "T2": true, "T3": true, "T4": false, "T5": false}, "digest_schema": null, "escalation_path": null, "falsifiability": {"examples": false, "overrule_case": false, "signature": false}, "issue": null, "measurement": {"cost_per_invocation": null, "invocations": 0, 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["slug:cluster/capacity-skills/multi-node-diagnostic-gather"], "signature_hash": "8f79616f1d2246cd", "signature_source": "slug", "skill": "cluster:capacity-images,capacity-pvc,k3s-node-pressure", "verdict": "boundary-question"}], "candidates": [{"boundary_confidence": "high", "candidate_id": "cluster/gitea-agent/sequential-issue-read-batching", "determinism_tests": {"T1": true, "T2": true, "T3": true, "T4": true, "T5": true}, "digest_schema": null, "escalation_path": null, "falsifiability": {"examples": true, "overrule_case": true, "signature": true}, "issue": "oleks/claude-plugin-cluster#56", "measurement": {"cost_per_invocation": 4757, "invocations": 992, "offload_value": 4719513, "offload_waste": 2894526, "share_of_plugin": 0.1016}, "measurement_strength": "measured", "position": "llm-over-script-digest", "signature": ["issue_read(index=, method=, owner=, repo=)", "issue_read(index=, method=, owner=, repo=)", "issue_read(index=, method=, owner=, repo=)"], "signature_hash": "86bc82947b7a86ae", "signature_source": "scan-ngram", "skill": "cluster:gitea-agent", "verdict": "file"}, {"boundary_confidence": "high", "candidate_id": "cluster/ci-agent/pipeline-status-poll-loop", "determinism_tests": {"T1": true, "T2": true, "T3": true, "T4": true, "T5": true}, "digest_schema": null, "escalation_path": null, "falsifiability": {"examples": true, "overrule_case": true, "signature": true}, "issue": "oleks/claude-plugin-cluster#83", "measurement": {"cost_per_invocation": 6551, "invocations": 336, "offload_value": 2201227, "offload_waste": 880516, "share_of_plugin": 0.0474}, "measurement_strength": "measured", "position": "llm-over-script-digest", "signature": ["Bash(command=)", "Bash(command=)", "Bash(command=)"], "signature_hash": "514ab7dc4be149ed", "signature_source": "scan-ngram", "skill": "cluster:ci-agent", "verdict": "file"}, {"boundary_confidence": "high", "candidate_id": "cluster/gitea-helpers/wiki-and-milestone-recipes", "determinism_tests": {"T1": true, 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112783, "share_of_plugin": 0.0024}, "6c554f8f54488a0b": {"cost_per_invocation": 17624, "invocations": 6, "offload_value": 105744, "share_of_plugin": 0.0023}, "78b2663ed1856e1c": {"cost_per_invocation": 10779, "invocations": 4, "offload_value": 43118, "share_of_plugin": 0.0009}, "7ccd2086c95d118b": {"cost_per_invocation": 20709, "invocations": 21, "offload_value": 434899, "share_of_plugin": 0.0094}, "86bc82947b7a86ae": {"cost_per_invocation": 12136, "invocations": 95, "offload_value": 1152936, "share_of_plugin": 0.0248}, "9dfe03e4ff7c6b6f": {"cost_per_invocation": 21304, "invocations": 17, "offload_value": 362178, "share_of_plugin": 0.0078}, "b049c4589ca59e65": {"cost_per_invocation": 5983, "invocations": 4, "offload_value": 23932, "share_of_plugin": 0.0005}, "b783fb4078072d08": {"cost_per_invocation": 12106, "invocations": 81, "offload_value": 980602, "share_of_plugin": 0.0211}, "bb2d57637319f70e": {"cost_per_invocation": 6146, "invocations": 4, "offload_value": 24586, "share_of_plugin": 0.0005}, "bf413184a3cccb7a": {"cost_per_invocation": 13098, "invocations": 85, "offload_value": 1113357, "share_of_plugin": 0.024}, "d705fd94a6e76da2": {"cost_per_invocation": 23070, "invocations": 20, "offload_value": 461410, "share_of_plugin": 0.0099}, "e0eb5cdd1de33123": {"cost_per_invocation": 30672, "invocations": 3, "offload_value": 92018, "share_of_plugin": 0.002}, "e8f04f2626af5033": {"cost_per_invocation": 26550, "invocations": 5, "offload_value": 132751, "share_of_plugin": 0.0029}, "ec168eb3c997a8e2": {"cost_per_invocation": 8210, "invocations": 3, "offload_value": 24632, "share_of_plugin": 0.0005}}, "notes": ["cluster/woodpecker-gitea-bond/dispatch-log-env-contract-restated: drift-note — hook/prose drift — a restated configuration contract, not an un-scripted algorithm. The fix is to point at the hook file, not to write a script.", "cluster/ship-it/deploy-authorization-judgment: no-offload — position 4 — correctly done by inference. Reported as a finding, not a question.", "cluster/postgresql-recovery/incident-diagnosis-judgment: no-offload — position 4 — correctly done by inference. Reported as a finding, not a question.", "candidates cluster/gitea-agent/sequential-issue-read-batching and cluster/gitea-helpers/wiki-and-milestone-recipes were already tracked (closed, fixed via oleks/claude-plugin-cluster#58) -- filing-plan's naive verdict was 'file' because the existing issues' ia-candidate marker was missing its HTML-comment wrapper (a bug, self-reported as kotkan/claude-plugin-inference-arbitrage#23), so these were manually corrected to 'comment' on #56 and #57 rather than filed as new duplicate issues.", "only cluster/ci-agent/pipeline-status-poll-loop (oleks/claude-plugin-cluster#83) was a genuinely new filed issue this run.", "gitea-agent's sequential issue_read pattern recurred at a HIGHER share this window (10.16%) than when #56 was originally filed and closed-as-fixed (7.26%), despite bin/gitea-issue-batch.sh existing and being correctly documented in agents/gitea.md -- flagged on #56 as an open adoption question, not re-filed."], "rubric_version": "1.0.0", "run_id": "2026-07-30T14:03:02Z", "target": {"name": "cluster", "repo": "oleks/claude-plugin-cluster", "skills": ["arbitrage-agent", "capacity-audit", "capacity-images", "capacity-nix-store", "capacity-pvc", "capacity-registry", "check-claude-code-mcp-version", "check-doc-staleness", "check-mcp-spec-staleness", "ci-agent", "ci-efficiency-audit", "ci-pipeline-debug", "cluster-agent", "dashboards-agent", "devops-architect-agent", "dns-agent", "dns-resolve-diagnose", "flux-troubleshooting", "flux-webhook-receiver", "gitea-agent", "gitea-helpers", "gitea-pat", "gitea-repo-ops", "grafana-dashboard-author", "k3s-agent", "k3s-diagnose", "k3s-dns-ingress", "k3s-node-pressure", "k3s-trace", "launch-grinder", "nixbuild-build-introspection", "nixos-agent", "nixos-deploy", "nixos-fleet-pin-update", "observability-agent", "observability-alert-runtime", "observability-health-snapshot", "postgresql-recovery", "registry-cleanup-pinning", "ship-it", "ship-it-agent", "storage-agent", "storage-cache-diagnose", "storage-overlay-recover", "woodpecker-gitea-bond"], "source": "path", "version": "0.62.0"}, "tool_versions": {"cc-tokens": "/home/oleks/projects/claude-plugins/token-budget/bin/cc-tokens", "inference-arbitrage": "0.7.0"}, "totals": {"invocation_caveat": "invocation counts are a lower bound: two same-skill calls within 10 minutes of each other on the wall clock are merged into one reported invocation", "invocations": 2285, "share_mechanical": 0.198, "weighted_tokens": 46469281}, "window": {"requested_since": "2026-06-30T13:58:12.867980+00:00", "requested_until": null, "sessions": 161, "since": "2026-07-03T12:23:08.955000+00:00", "until": "2026-07-30T13:58:31.475000+00:00"}}