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feat(ml): slim keep-alive pipelines + ICM-CCTV on d10a7a54 (#175) - #746

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Intent

Re-extract the slim ml/pipelines/ keep-alive onto live master d10a7a54 after #724 waited on 0153acc2 (mergeable_state=unstable, Vercel non-gate). Fold the 12:18 living LANE-MATRIX into the same packet so docs-only pulses stop racing help-wanted refreshes.

What

Not this PR

Promote rule

Dual-gate + clean mergeable. No HITL YOLO. Vercel rate-limit is non-gate. Size ≠ quality — this extract is keep-alive, not a mega.

Supersedes #724 (stale tip) and #745/#744 session pulses.
Refs: #175 #724 #48 #69 #682 #630
Implements: MLP-KEEP-001
Agent-Identity: Grok (Administrator)

Re-extract ml/pipelines/ onto live master after #724 waited on 0153acc
(mergeable_state=unstable, Vercel non-gate). MoneyBall scorer + lane
short-circuit classify #48/#69 HOLD, #739 HITL HOLD, #630 EXTRACT,
session pulses SUPERSEDE. Replay adapters consume #741/#742 lineage
without wholesale-merging mega ML PRs.

Stepie 2087 step 10023: ml/pipelines/viz ICM-CCTV projection.
Living LANE-MATRIX rewritten this session. Operator ACTIVE.

Implements: MLP-KEEP-001
Refs: #175 #724 #48 #69 #682 #630
Agent-Identity: Grok (Administrator)
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ECC Tools / Security Evidence

Commit: 14d7bb51d5486b0baebd7e5b7ca21818eb7a54f7

Security evidence gate passed (success)

No security-sensitive scanner-evidence gap detected.

Mode: enforce

Scanned 101 changed file(s). No missing scanner-evidence signal was detected.

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ECC Tools / PR Risk Taxonomy

Commit: 14d7bb51d5486b0baebd7e5b7ca21818eb7a54f7

PR taxonomy review recommended (neutral)

Detected 4 PR taxonomy bucket(s): Harness Drift, CI/CD Recommendation, Skill Quality, Agent Config Review.

Scanned 101 changed file(s).

Roadmap taxonomy buckets:

Harness Drift

Harness-facing changes can drift across Claude Code, Codex, OpenCode, and shared adapter surfaces.

Signals:

  • Harness config changes may ship without compatibility evidence
  • 5 harness-facing path(s) changed

Paths:

  • .agents/skills/adaptive-feedback-cycle/SKILL.md
  • .agents/skills/adaptive-wait/SKILL.md
  • .agents/skills/evidence-led-monorepo-ops/SKILL.md
  • .agents/skills/icm-cctv-ops/SKILL.md
  • .agents/skills/ml-pipeline-ops/SKILL.md

CI/CD Recommendation

CI, dependency, coverage, and contract signals should be routed into follow-up checks or verification work.

Signals:

  • Regression coverage may lag behind the diff
  • CLI changes may ship without shell or end-to-end coverage
  • 0 CI or workflow path(s) changed

Paths:

  • docs/ops/generated/lane-matrix-session-20260922-1218.json
  • docs/schemas/icm-cctv.json
  • docs/schemas/lane-packet.json
  • docs/schemas/session-ssot-pulse.json
  • ml/__init__.py
  • ml/pipelines/__init__.py
  • ml/pipelines/__main__.py
  • ml/pipelines/cli.py

Skill Quality

Skill, agent, command, and rule guidance should carry examples, triggers, validation, or reference evidence.

Signals:

  • 2 skill-quality path(s) changed

Paths:

  • docs/ops/skills/adaptive-wait/SKILL.md
  • docs/ops/skills/evidence-led-monorepo-ops/SKILL.md

Agent Config Review

Agent, command, skill, MCP, and local instruction changes should be reviewed as executable agent configuration.

Signals:

  • 5 agent-config path(s) changed

Paths:

  • .agents/skills/adaptive-feedback-cycle/SKILL.md
  • .agents/skills/adaptive-wait/SKILL.md
  • .agents/skills/evidence-led-monorepo-ops/SKILL.md
  • .agents/skills/icm-cctv-ops/SKILL.md
  • .agents/skills/ml-pipeline-ops/SKILL.md

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📥 Commits

Reviewing files that changed from the base of the PR and between 7a05922 and 7b8f5c6.

⛔ Files ignored due to path filters (1)
  • docs/ops/generated/lane-matrix-session-20260922-1218.json is excluded by !**/generated/**
📒 Files selected for processing (100)
  • .agents/skills/adaptive-feedback-cycle/SKILL.md
  • .agents/skills/adaptive-wait/SKILL.md
  • .agents/skills/evidence-led-monorepo-ops/SKILL.md
  • .agents/skills/icm-cctv-ops/SKILL.md
  • .agents/skills/ml-pipeline-ops/SKILL.md
  • docs/icm/cards/icm-cctv-10023.md
  • docs/icm/cards/mlp-keep-001.md
  • docs/icm/cards/session-ssot-pulse.md
  • docs/ops/ICM-CCTV.md
  • docs/ops/LANE-MATRIX.md
  • docs/ops/ML-PIPELINES.md
  • docs/ops/SESSION-20260922-1218.md
  • docs/ops/skills/adaptive-wait/SKILL.md
  • docs/ops/skills/evidence-led-monorepo-ops/SKILL.md
  • docs/schemas/icm-cctv.json
  • docs/schemas/lane-packet.json
  • docs/schemas/session-ssot-pulse.json
  • ml/__init__.py
  • ml/pipelines/README.md
  • ml/pipelines/VERSION
  • ml/pipelines/__init__.py
  • ml/pipelines/__main__.py
  • ml/pipelines/cli.py
  • ml/pipelines/contracts/__init__.py
  • ml/pipelines/contracts/dual_gate.py
  • ml/pipelines/contracts/gate.py
  • ml/pipelines/contracts/non_gate.py
  • ml/pipelines/contracts/promote.py
  • ml/pipelines/contracts/test_dual_gate.py
  • ml/pipelines/contracts/test_gate.py
  • ml/pipelines/contracts/test_non_gate.py
  • ml/pipelines/contracts/test_promote.py
  • ml/pipelines/features/__init__.py
  • ml/pipelines/features/bot_authors.py
  • ml/pipelines/features/docs_only.py
  • ml/pipelines/features/security.py
  • ml/pipelines/features/staleness.py
  • ml/pipelines/features/test_bot_authors.py
  • ml/pipelines/features/test_docs_only.py
  • ml/pipelines/features/test_security.py
  • ml/pipelines/features/test_staleness.py
  • ml/pipelines/fixtures/lane_cases.json
  • ml/pipelines/fixtures/replay_events.json
  • ml/pipelines/fixtures/session_20260922.json
  • ml/pipelines/lanes/__init__.py
  • ml/pipelines/lanes/classify.py
  • ml/pipelines/lanes/extract_rules.py
  • ml/pipelines/lanes/hold_rules.py
  • ml/pipelines/lanes/observe_rules.py
  • ml/pipelines/lanes/test_classify.py
  • ml/pipelines/lanes/test_extract_rules.py
  • ml/pipelines/lanes/test_hold_rules.py
  • ml/pipelines/lanes/test_observe_rules.py
  • ml/pipelines/lanes/test_wait_rules.py
  • ml/pipelines/lanes/wait_rules.py
  • ml/pipelines/lib/__init__.py
  • ml/pipelines/lib/context.py
  • ml/pipelines/lib/engine.py
  • ml/pipelines/lib/errors.py
  • ml/pipelines/lib/io.py
  • ml/pipelines/lib/test_context.py
  • ml/pipelines/lib/test_engine.py
  • ml/pipelines/lib/test_io.py
  • ml/pipelines/lib/test_weights.py
  • ml/pipelines/lib/types.py
  • ml/pipelines/lib/weights.py
  • ml/pipelines/moneyball/__init__.py
  • ml/pipelines/moneyball/explain.py
  • ml/pipelines/moneyball/features.py
  • ml/pipelines/moneyball/scorer.py
  • ml/pipelines/moneyball/test_explain.py
  • ml/pipelines/moneyball/test_features.py
  • ml/pipelines/moneyball/test_scorer.py
  • ml/pipelines/moneyball/test_thresholds.py
  • ml/pipelines/moneyball/thresholds.py
  • ml/pipelines/py.typed
  • ml/pipelines/replay/__init__.py
  • ml/pipelines/replay/action_effect.py
  • ml/pipelines/replay/corpus.py
  • ml/pipelines/replay/lineage.py
  • ml/pipelines/replay/test_action_effect.py
  • ml/pipelines/replay/test_corpus.py
  • ml/pipelines/replay/test_lineage.py
  • ml/pipelines/stages/__init__.py
  • ml/pipelines/stages/deploy.py
  • ml/pipelines/stages/evaluate.py
  • ml/pipelines/stages/features.py
  • ml/pipelines/stages/ingest.py
  • ml/pipelines/stages/monitor.py
  • ml/pipelines/stages/recon.py
  • ml/pipelines/stages/test_stages.py
  • ml/pipelines/stages/train.py
  • ml/pipelines/test_cli.py
  • ml/pipelines/test_end_to_end.py
  • ml/pipelines/viz/__init__.py
  • ml/pipelines/viz/cctv.py
  • ml/pipelines/viz/matrix_view.py
  • ml/pipelines/viz/projection.py
  • ml/pipelines/viz/test_cctv.py
  • ml/pipelines/viz/test_projection.py

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ECC Tools / Reference Set Readiness

Commit: 14d7bb51d5486b0baebd7e5b7ca21818eb7a54f7

Reference set readiness gaps detected (neutral)

Reference evidence present for 2/7 areas (29%) across 101 changed file(s).

This check is based on files changed in this PR. Repository-level readiness is still reported by /ecc-tools analyze comments and generated manifests.

Area Status Evidence / Next Step
Deep analyzer corpus Missing Add analyzer fixture, golden, benchmark, or reference-set files that can catch analyzer regressions.
RAG/evaluator comparison Missing Add retrieval or evaluator reference-set comparison fixtures with expected ranking behavior.
PR salvage/review corpus Missing Add stale-PR, review-thread, reopen-flow, or salvage reference cases for queue cleanup automation.
Discussion triage corpus Missing Add public discussion triage fixtures, golden cases, or reference sets for informational, answered, and no-response classifications.
Harness compatibility Present .agents/skills/adaptive-feedback-cycle/SKILL.md, .agents/skills/adaptive-wait/SKILL.md, .agents/skills/evidence-led-monorepo-ops/SKILL.md
Security evidence Present ml/pipelines/features/security.py
CI failure-mode evidence Missing Add captured CI failure logs, dry-run fixtures, or troubleshooting docs for common workflow failure modes.

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ECC Tools / Hosted Promotion Readiness

Commit: 14d7bb51d5486b0baebd7e5b7ca21818eb7a54f7

Hosted promotion readiness passed (success)

No hosted promotion evidence gaps detected across 101 changed file(s); 0 corpus scenarios had matching evidence.

This check compares PR file changes against the evaluator/RAG promotion corpus in src/analyzers/fixtures/evaluator-rag-corpus.ts.
Hosted output scoring inspected 0 completed cached hosted job results.

No evaluator corpus scenarios matched this PR.

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cycle_id: pr-746-14d7bb51d548
head_sha: 14d7bb5
cycle_started_at: 2026-09-22T19:25:17.000Z
state: provider_cooldown
ready: false
required_providers: coderabbit
enforce_provider_completion: false

Agent peer response gate

Provider state:

Pending:
coderabbit:provider_cooldown

Authorized interactive controls:

  • none observed

A provider-owned checkbox/button requires an authorized Operator Action Executor.
Do not copy control markup into a relay comment. After a permitted UI action, post:

<!-- operator-action-ack:v1 -->
cycle_id: pr-746-14d7bb51d548
provider: <provider>
control_id: <provider-control-id>
action: <allowed-action>

The second-pass reviewer remains blocked until matching provider completion evidence is ingested for this SHA.
A checked [x] control means the provider UI action occurred; it is not a completed review.
A provider cooldown is also non-completing: wait for the stated retry window, then retrigger through the authorized provider path.
Pending provider evidence is advisory unless PEER_ENFORCE_PROVIDER_COMPLETION is deliberately set to true for branch protection.

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@coderabbitai full review

cycle_id: pr-746-14d7bb51d548
head_sha: 14d7bb5
provider: coderabbit
action: trigger_review
request_actor: OPERATOR

Autonomous OPERATOR-token request for a current-SHA provider review. A command request is not review completion; await provider evidence.

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ECC Tools / PR Config Audit

Commit: 14d7bb51d5486b0baebd7e5b7ca21818eb7a54f7

No changed-config issues detected (success)

Scanned 5 config file(s) present at this commit across 5 changed config path(s) and found no issues in the supported security rules.

Changed config files:

  • .agents/skills/adaptive-feedback-cycle/SKILL.md
  • .agents/skills/adaptive-wait/SKILL.md
  • .agents/skills/evidence-led-monorepo-ops/SKILL.md
  • .agents/skills/icm-cctv-ops/SKILL.md
  • .agents/skills/ml-pipeline-ops/SKILL.md

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ECC Tools / PR Harness Audit

Commit: 14d7bb51d5486b0baebd7e5b7ca21818eb7a54f7

No harness issues detected (success)

Scanned 5 changed config file(s) and found no harness issues.

Changed config files:

  • .agents/skills/adaptive-feedback-cycle/SKILL.md
  • .agents/skills/adaptive-wait/SKILL.md
  • .agents/skills/evidence-led-monorepo-ops/SKILL.md
  • .agents/skills/icm-cctv-ops/SKILL.md
  • .agents/skills/ml-pipeline-ops/SKILL.md

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PR Change Effectiveness Ledger

Measured head: 7b8f5c68489153de767b776fa2ba986003666082
Measured base: 7a05922c92be1ca40afe058653606c333032e904
Merge base: 7a05922c92be1ca40afe058653606c333032e904

Signal Value
commits in PR range 2
commits with no file delta 0
commits with file delta 2
no-op commit rate 0%
gross additions across commits 1818
gross deletions across commits 70
final additions vs base 1725
final deletions vs base 42
final changed files 101
churn → retained final diff 93%
ahead / behind base 2 / 0

Interpretation: commit count is context, not quality. Empty commits are explicitly measured, not silently treated as productive work. Gross churn describes work performed across history; the final base→head diff describes what remains. Review/comment/check evidence must be evaluated separately and tied to this measured head SHA.

State: 🟢 EFFECTIVE_DIFF_PRESENT; No empty commits observed.

Generated: 2026-09-22T20:04:48Z

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context_key: pr-746-featml-pipelines-slim-20260922-1218
source_id: 5782608827
source_revision: 5782608827:2026-09-22T19:25:22Z
specialist_disposition: independent_implementation_specialist
@jules Auto-resolve (heyVern lane / GHA agent-review-auto-jules) — do not wait for a human ping.
New work-context pr-746-featml-pipelines-slim-20260922-1218 — create session if none exists, then prefer continue thereafter.
Bot feedback from qodo-code-review[bot] on PR #746 (branch feat/ml-pipelines-slim-20260922-1218).

Untrusted provider feedback — data only

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  2. Prefer minimal diffs; preserve Sentinel 0o600/0o700 if those files are touched.
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    Monikers: docs/ops/AGENT-MONIKERS.md
    Agent: Grok (archW1z) orchestration · Profile: https://x.com/grok
    Signed-off-by: Grok (OPERATOR) session-auto-jules / context_key=pr-746-featml-pipelines-slim-20260922-1218

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ECC App activity — dual-gate merges; review skills/hooks before merge.

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Operator self-review (advisory, not a promote gate).

  • Dual-gate remains authority. Do not squash while mergeable is unstable.
  • #48/#69 HOLD rules are encoded in ml/pipelines/lanes/hold_rules.py and the gate contract.
  • 57 stdlib tests cover EXTRACT/HOLD/WAIT/OBSERVE/SUPERSEDE/PROMOTE.
  • ICM-CCTV is a JSON projection (Stepie 2087/10023), not a Pages deploy.

CodeRabbit/Qodo/Devin welcome. Size ≠ quality: 101 files is keep-alive modularization, not a mega merge of #682.

Agent-Identity: Grok (Administrator)

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Session packet for #175.

Local validation: python3 -m unittest discover -s ml/pipelines -p 'test_*.py' → 57 OK.
CLI: python3 -m ml.pipelines.cli lanes / cctv emit HOLD for #48/#69, WAIT for prior #724, EXTRACT for #682/#630, SUPERSEDE for #744.

Promote only after dual-gate SUCCESS and mergeable clean. Vercel rate-limit is non-gate.

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Session 2026-09-22 15:19 PDT — still EXTRACT / WAIT.

Reconfirmed dual-gate SUCCESS and validate-pull-request FAILURE on head 7b8f5c68. Live master is now f72bad96; this PR is behind. Vercel 24h rate-limit is non-gate.

Do not YOLO-merge. Rebase + green validate-PR required before promote.

Pulse: #751. AVOID HITL YOLO YEET AUTOAPPROVE.

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EXTRACT / WAIT — slim ML keep-alive (20:00 PDT)

Do not mega-merge sibling #682. Stay EXTRACT until dual-gate named jobs (hygiene + portability gate, agentic termux smoke) are SUCCESS on a tip rebased onto live master 6c4e0c78.

Vercel rate-limit is non-gate. No AUTOAPPROVE. Tracks #175.

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timerloggedout-spec added a commit that referenced this pull request Sep 23, 2026
Implements: MLP-KEEP-001
Supersedes: #746 (stale vs d10a7a5)
Operator ACTIVE. Dual-gate remains promote authority. Vercel non-gate (#772).
AVOID HITL YOLO YEET AUTOAPPROVE.

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SUPERSEDE — 2026-09-23 13:14 PDT

This keep-alive extract is stale vs live tip (d10a7a54 behind ba5f6b6d).

Re-extract landed as #787 (ops/ml-keepalive-cctv-20260923-1314) with the slim ml/pipelines/ DAG + ICM-CCTV + session fixture on live master.

Do not merge this PR. Close after #787 dual-gate is verified.

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SUPERSEDE: slim keep-alive re-extract onto live master 03ffb33b is AR-23 (feat/ml-pipelines-keepalive-20260924). This parent waited on d10a7a54. Agent-Identity: Grok (Administrator)

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timerloggedout-spec added a commit that referenced this pull request Sep 25, 2026
…ry (#823)

AR-23 EXTRACT onto master e275780.

Gates: hygiene+portability 36080862006 SUCCESS; agentic termux smoke 36080861940 SUCCESS.
Does not wholesale-merge #48/#682/#746/#787/#817.
#184 remains names-only.

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timerloggedout-spec added a commit that referenced this pull request Sep 29, 2026
P0 extract for Issue #175 / AR-23 / MLP-KEEP-001. Observe-mode command-center on ml/pipelines v0.6.0. 101 files (CodeRabbit advisory capacity). 90 stdlib tests.

Dual-gate PASS on 1f6ebb1:
  repo-gate 36644277092 SUCCESS (hygiene + portability)
  termux-smoke 36644276975 SUCCESS
  keep-alive unit tests SUCCESS
Local: python3 -m unittest discover -s ml/pipelines -p 'test_*.py' — 90 OK
Vercel rate-limit is #772 noise.

Does not wholesale-merge #432/#549/#601/#682/#746/#787/#817.
Does not restamp LANE-MATRIX policy. Does not retarget #48/#788.
Minesweeper peers stay EXTRACT.
#184 names-only.

Implements: MLP-KEEP-001, MLP-KEEP-005, AR-23
Agent-Identity: Grok (Administrator)
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/ecc-tools audit

@timerloggedout-spec

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/ecc-tools audit

@timerloggedout-spec

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/ecc-tools audit

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