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Saturation tracking: layers due for a landscape sweep #173
Description
Saturation tracking
Policy: a layer is a saturation candidate after 3 consecutive clean completed sweeps at least 7 days apart. A candidate is only an input to closure; closing a layer goes through catalogs/landscape/research-state.json closure_refs (landscape owners).
Ledger: 6 sweep record(s), 4 completed; last completed: landscape-sweep-20261009-pine (2026-10-09).
Inputs: receipt staleness read; catalog-freshness manifest partial. Receipt-flag and catalog-freshness triggers hold a layer at 0 only while they stand; the next sweep records them as reopen entries.
Due layers: 45 · saturation candidates: 0 · layers with current reopen triggers: 32
A sweep is started by a person in an agent-lab coordinator session (recipes/saturation-sweep.md); this report makes no model calls.
| Layer | Research status | Clean count | Candidate | Last sweep | Reset / reopen |
|---|---|---|---|---|---|
| foundation/native-clients | on_requirement_change | 0 | no | landscape-sweep-20260929 | pin_moved (receipt_staleness:linux-wsl2-x86_64/ai-memory); pin_moved (receipt_staleness:linux-wsl2-x86_64/codex); pin_moved (receipt_staleness:macos-arm64/ai-memory); pin_moved (receipt_staleness:macos-arm64/claude-code); +15 more |
| foundation/instructions-skills | on_requirement_change | 0 | no | landscape-sweep-20260929 | pin_moved (receipt_staleness:linux-wsl2-x86_64/ai-memory); pin_moved (receipt_staleness:linux-wsl2-x86_64/codex); pin_moved (receipt_staleness:macos-arm64/ai-memory); pin_moved (receipt_staleness:macos-arm64/claude-code); +17 more |
| foundation/workers | comparison_required | 0 | no | landscape-sweep-20260929 | pin_moved (receipt_staleness:linux-wsl2-x86_64/codex); pin_moved (receipt_staleness:macos-arm64/claude-code); pin_moved (receipt_staleness:macos-arm64/codex); survivor (landscape-sweep-20260929:https://github.com/openai/codex); +9 more |
| foundation/isolation | on_requirement_change | 0 | no | landscape-sweep-20260929 | survivor (landscape-sweep-20260929:https://github.com/boxlite-ai/boxlite); survivor (landscape-sweep-20260929:https://github.com/superradcompany/microsandbox); platform_profile_changed (adoption/manifest.json#/platform_profiles); stale_receipt (receipt_staleness:linux-wsl2-x86_64/sandbox-runtime); +2 more |
| foundation/code-navigation | on_requirement_change | 0 | no | landscape-sweep-20260929 | survivor (landscape-sweep-20260929:https://github.com/abhigyanpatwari/gitnexus); survivor (landscape-sweep-20260929:https://github.com/anthropics/claude-plugins-official); survivor (landscape-sweep-20260929:https://github.com/mibayy/token-savior); platform_profile_changed (adoption/manifest.json#/platform_profiles); +12 more |
| foundation/document-retrieval | comparison_required | 0 | no | landscape-sweep-20260929 | retained_failure (evidence/artifacts/landscape-sweep-20260929/returns.json#/failures/document-retrieval); survivor (landscape-sweep-20260929:https://github.com/opendatalab/mineru); survivor (landscape-sweep-20260929:https://github.com/docling-project/docling); survivor (landscape-sweep-20260929:https://github.com/arabold/docs-mcp-server); +7 more |
| foundation/semantic-rag | on_requirement_change | 0 | no | landscape-sweep-20260929 | pin_moved (receipt_staleness:linux-wsl2-x86_64/ai-memory); pin_moved (receipt_staleness:linux-wsl2-x86_64/vllm); pin_moved (receipt_staleness:macos-arm64/ai-memory); survivor (landscape-sweep-20260929:https://github.com/minishlab/semble); +14 more |
| foundation/durable-memory | comparison_required | 0 | no | landscape-sweep-20260929 | pin_moved (receipt_staleness:linux-wsl2-x86_64/ai-memory); pin_moved (receipt_staleness:linux-wsl2-x86_64/codex); pin_moved (receipt_staleness:macos-arm64/ai-memory); pin_moved (receipt_staleness:macos-arm64/claude-code); +19 more |
| foundation/web-research | on_requirement_change | 0 | no | landscape-sweep-20260929 | retained_failure (evidence/artifacts/landscape-sweep-20260929/returns.json#/failures/web-research); survivor (landscape-sweep-20260929:https://github.com/adbar/trafilatura); platform_profile_changed (adoption/manifest.json#/platform_profiles); pin_moved (receipt_staleness:macos-arm64/playwright-cli) |
| foundation/token-efficiency | comparison_required | 0 | no | landscape-sweep-20260929 | retained_failure (evidence/artifacts/landscape-sweep-20260929/returns.json#/failures/token-efficiency); survivor (landscape-sweep-20260929:https://github.com/ojuschugh1/sqz); survivor (landscape-sweep-20260929:https://github.com/paritok-official/paritok-4b-v1); survivor (landscape-sweep-20260929:https://github.com/lockedinlabs-ai/agent-console); +11 more |
| foundation/quality-evaluation | comparison_required | 0 | no | landscape-sweep-20260929 | survivor (landscape-sweep-20260929:https://github.com/ukgovernmentbeis/inspect_ai); platform_profile_changed (adoption/manifest.json#/platform_profiles); stale_receipt (receipt_staleness:linux-wsl2-x86_64/difftastic); stale_receipt (receipt_staleness:linux-wsl2-x86_64/fastapi); +11 more |
| foundation/ci-supply-chain | on_requirement_change | 0 | no | landscape-sweep-20260929 | retained_failure (evidence/artifacts/landscape-sweep-20260929/returns.json#/failures/ci-supply-chain); survivor (landscape-sweep-20260929:https://github.com/boostsecurityio/poutine); survivor (landscape-sweep-20260929:https://github.com/kjanat/actionlint); survivor (landscape-sweep-20260929:https://github.com/rhysd/actionlint); +11 more |
| foundation/scheduling-supervision | on_requirement_change | 0 | no | landscape-sweep-20260929 | pin_moved (receipt_staleness:linux-wsl2-x86_64/codex); pin_moved (receipt_staleness:macos-arm64/claude-code); pin_moved (receipt_staleness:macos-arm64/codex); survivor (landscape-sweep-20260929:https://github.com/dagucloud/dagu); +11 more |
| foundation/hosting-services | on_requirement_change | 0 | no | landscape-sweep-20260929 | retained_failure (evidence/artifacts/landscape-sweep-20260926/returns.json#/failures/hosting-services); selection_changed (catalog-freshness:mcp-inspector (license None -> NOASSERTION)); platform_profile_changed (adoption/manifest.json#/platform_profiles); stale_receipt (receipt_staleness:linux-wsl2-x86_64/fastapi); +7 more |
| foundation/recovery-portability | new_host_required | 0 | no | landscape-sweep-20260929 | retained_failure (evidence/artifacts/landscape-sweep-20260929/returns.json#/failures/recovery-portability); pin_moved (receipt_staleness:linux-wsl2-x86_64/ai-memory); pin_moved (receipt_staleness:linux-wsl2-x86_64/codex); pin_moved (receipt_staleness:macos-arm64/ai-memory); +17 more |
| foundation/observation-inference | on_requirement_change | 0 | no | landscape-sweep-20260929 | retained_failure (evidence/artifacts/landscape-sweep-20260929/returns.json#/failures/observation-inference); pin_moved (receipt_staleness:linux-wsl2-x86_64/llama-cpp); pin_moved (receipt_staleness:linux-wsl2-x86_64/vllm); pin_moved (receipt_staleness:macos-arm64/claude-code); +13 more |
| us-equities/market-data-reference | comparison_required | 0 | no | landscape-sweep-20260926 | retained_failure (evidence/artifacts/landscape-sweep-20260926/returns.json#/failures/market-data-reference); survivor (landscape-sweep-20260926:https://github.com/databento/databento-python); survivor (landscape-sweep-20260926:https://github.com/massive-com/client-python); survivor (landscape-sweep-20260926:https://github.com/man-group/arcticdb); +5 more |
| us-equities/identity-provenance | comparison_required | 0 | no | landscape-sweep-20260926 | retained_failure (evidence/artifacts/landscape-sweep-20260926/returns.json#/failures/identity-provenance); survivor (landscape-sweep-20260926:https://github.com/oxen-ai/oxen); survivor (landscape-sweep-20260926:https://github.com/dfahrn/securities-master); platform_profile_changed (adoption/manifest.json#/platform_profiles) |
| us-equities/storage-compute | comparison_required | 0 | no | landscape-sweep-20260926 | retained_failure (evidence/artifacts/landscape-sweep-20260926/returns.json#/failures/storage-compute); survivor (landscape-sweep-20260926:https://github.com/chdb-io/chdb); platform_profile_changed (adoption/manifest.json#/platform_profiles); stale_receipt (receipt_staleness:linux-wsl2-x86_64/data-duckdb); +1 more |
| us-equities/data-quality-orchestration | on_requirement_change | 0 | no | landscape-sweep-20260926 | retained_failure (evidence/artifacts/landscape-sweep-20260926/returns.json#/failures/data-quality-orchestration); survivor (landscape-sweep-20260926:https://github.com/flyteorg/flyte); platform_profile_changed (adoption/manifest.json#/platform_profiles); stale_receipt (receipt_staleness:linux-wsl2-x86_64/dagu); +1 more |
| us-equities/research-factors-ml | comparison_required | 0 | no | landscape-sweep-20260926 | retained_failure (evidence/artifacts/landscape-sweep-20260926/returns.json#/failures/research-factors-ml); pin_moved (receipt_staleness:linux-wsl2-x86_64/vllm); survivor (landscape-sweep-20260926:https://github.com/bashtage/linearmodels); survivor (landscape-sweep-20260926:https://github.com/shiyu-coder/kronos); +7 more |
| us-equities/backtesting-engine | comparison_required | 0 | no | landscape-sweep-20261009-pine | survivor (landscape-sweep-20261009-pine:https://github.com/luxalgo/pinets); survivor (landscape-sweep-20261009-pine:https://github.com/pineforge-4pass/pineforge-codegen-oss); survivor (landscape-sweep-20261009-pine:https://github.com/pynesys/pynecore); survivor (landscape-sweep-20261009-pine:https://github.com/elbakramer/pynescript); +7 more |
| us-equities/execution-broker | comparison_required | 0 | no | landscape-sweep-20260926 | retained_failure (evidence/artifacts/landscape-sweep-20260926/returns.json#/failures/execution-broker); survivor (landscape-sweep-20260926:https://github.com/ib-api-reloaded/ib_async); survivor (landscape-sweep-20260926:https://github.com/csingley/ibflex); survivor (landscape-sweep-20260926:https://github.com/wboayue/rust-ibapi); +9 more |
| us-equities/portfolio-risk | comparison_required | 0 | no | landscape-sweep-20260926 | retained_failure (evidence/artifacts/landscape-sweep-20260926/returns.json#/failures/portfolio-risk); survivor (landscape-sweep-20260926:https://github.com/csingley/ibflex); platform_profile_changed (adoption/manifest.json#/platform_profiles); stale_receipt (receipt_staleness:linux-wsl2-x86_64/skfolio) |
| us-equities/evaluation-experiments | on_requirement_change | 0 | no | landscape-sweep-20260926 | retained_failure (evidence/artifacts/landscape-sweep-20260926/returns.json#/failures/evaluation-experiments); platform_profile_changed (adoption/manifest.json#/platform_profiles); stale_receipt (receipt_staleness:linux-wsl2-x86_64/inspect-ai) |
| us-equities/agents-models-workers | comparison_required | 0 | no | landscape-sweep-20260926 | retained_failure (evidence/artifacts/landscape-sweep-20260926/returns.json#/failures/agents-models-workers); pin_moved (receipt_staleness:linux-wsl2-x86_64/vllm); survivor (landscape-sweep-20260926:https://huggingface.co/XingChen-AGI/Xing4.0-29B-A4B); platform_profile_changed (adoption/manifest.json#/platform_profiles); +3 more |
| us-equities/observability-hosting | on_requirement_change | 0 | no | landscape-sweep-20260926 | retained_failure (evidence/artifacts/landscape-sweep-20260926/returns.json#/failures/observability-hosting); survivor (landscape-sweep-20260926:https://github.com/restic/rest-server); platform_profile_changed (adoption/manifest.json#/platform_profiles); stale_receipt (receipt_staleness:linux-wsl2-x86_64/loki); +5 more |
| us-equities/security-supply-chain | on_requirement_change | 0 | no | landscape-sweep-20260926 | retained_failure (evidence/artifacts/landscape-sweep-20260926/returns.json#/failures/security-supply-chain); survivor (landscape-sweep-20260926:https://github.com/betterleaks/betterleaks); survivor (landscape-sweep-20260926:https://github.com/pypi/pypi-attestations); survivor (landscape-sweep-20260926:https://github.com/cli/cli); +8 more |
| foundation/agent-sdks | on_requirement_change | 0 | no | landscape-sweep-20260929 | pin_moved (receipt_staleness:linux-wsl2-x86_64/codex); pin_moved (receipt_staleness:macos-arm64/codex); survivor (landscape-sweep-20260929:https://github.com/github/copilot-sdk); survivor (landscape-sweep-20260929:https://github.com/agentproto/ts); +5 more |
| foundation/mcp-surfaces | on_requirement_change | 0 | no | landscape-sweep-20260929 | retained_failure (evidence/artifacts/landscape-sweep-20260926/returns.json#/failures/mcp-surfaces); selection_changed (catalog-freshness:mcp-inspector (license None -> NOASSERTION)); survivor (landscape-sweep-20260926:https://github.com/apify/mcpc); survivor (landscape-sweep-20260926:https://github.com/modelcontextprotocol/conformance); +3 more |
| foundation/secrets-credentials | on_requirement_change | 0 | no | landscape-sweep-20260929 | survivor (landscape-sweep-20260929:https://github.com/betterleaks/betterleaks); survivor (landscape-sweep-20260929:https://github.com/praetorian-inc/noseyparker); survivor (landscape-sweep-20260929:https://github.com/gitguardian/ggshield); platform_profile_changed (adoption/manifest.json#/platform_profiles); +4 more |
| foundation/git-github-automation | on_requirement_change | 0 | no | landscape-sweep-20260929 | pin_moved (receipt_staleness:linux-wsl2-x86_64/codex); pin_moved (receipt_staleness:macos-arm64/codex); survivor (landscape-sweep-20260929:https://github.com/ataraxy-labs/sem); platform_profile_changed (adoption/manifest.json#/platform_profiles); +9 more |
| skills/skills-research | - | 0 | no | - | - |
| skills/skills-skill-lifecycle | - | 0 | no | - | - |
| skills/skills-design-intake | - | 0 | no | - | - |
| skills/skills-architecture | - | 0 | no | - | - |
| skills/skills-implement | - | 0 | no | - | - |
| skills/skills-test | - | 0 | no | - | - |
| skills/skills-debug | - | 0 | no | - | - |
| skills/skills-review | - | 0 | no | - | - |
| skills/skills-security | - | 0 | no | - | - |
| skills/skills-ci-pr | - | 0 | no | - | - |
| skills/skills-agent-docs | - | 0 | no | - | - |
| skills/skills-browser | - | 0 | no | - | - |
| skills/skills-mcp-build | - | 0 | no | - | - |
Note: catalog-freshness input partial: 0 upstream error(s) and 2 partial error(s); selection_changed triggers may be missing for those components
Updated by https://github.com/native-agent-stack/native-agent-stack/actions/runs/42668470913. Deterministic report; no model was called.
Activity
seathatflowsinourveins commentedon Sep 26, 2026
Sweep 20260926 started (session workstation-sota-sweep-2026, user-approved plan 2026-09-26): all 32 layers, recipes/saturation-sweep.md with per-layer discover / refute-facts / refute-fit children and retained returns (returns.json, lanes.json, child-usage), run with the Workflow tool in this repo. Departures recorded in lane_limits: not agent-lab; a sweep 3 days after 20260923 on the user's instruction (recipe cadence is monthly). Judgment stages on claude-opus-5-5 at max; a GPT-6 (gpt-6-astra, effort max) refute pass is added per layer only if Codex is available (it returns the account usage limit as of 2026-09-26 01:40Z). Ledger append and manifest-20260926 follow by PR; publishing the manifest is coordinated with the #140 owner.
seathatflowsinourveins commentedon Sep 26, 2026
Correction 2026-09-26 ~02:00Z: GPT-6 (Codex) is available again after the user's Codex re-login; a probe of gpt-6-astra at model_reasoning_effort=max returned normally from this session. Sweep 20260926 therefore runs GPT-6-Astra (effort max, web search, read-only, no ultra) as a cross-family discovery pass and a cross-family fit refuter for every layer, and Unit M's preregistration gets a GPT-6 review alongside the Claude one.