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CASAN — Team Handoff & Push-to-90 Plan

Repo: Output_CASAN5_REFINED/AINative_OKR_CASAN5 (the active package — GHCP is deprecated) Status date: 2026-06-28 Goal: every harness H1–H7 above 80, ideally ~90, earned against real execution (no faked evidence).


PART 1 — Where we are now (status report)

Current independent scores (verified, not self-claimed)

ID Harness Score State
H1 Context 82 Real incremental pipeline-context.yaml from a real run; 12 distinct traces; artifacts on disk
H2 Tool 80 Per-agent permission enforced + in execution path; signed tamper-evident tool audit; rollback required
H3 Evaluation 82 Real app + real unit/e2e tests that run and can fail; real golden regression; real LLM-judge REJECTED→fix cycle
H4 Security 80 Input normalization defeats bypasses; pii-rules wired; output fail-closed on secrets
H5 Governance 82 RSA-anchored audit chain (re-forge detected); approver+output_hash hashed; separation of duties
H6 AgentOps 80 Real latency/alerts; hallucination detector populated; provider-telemetry cost source
H7 Orchestration 80 Real DAG run with real BACK-TO-PLAN; per-step CASAN wrapping; fallback/drift/rollback invoked
Average ~81 CASAN Level 4 (Automated), genuine

How this was reached

  • Phase 1 (harness hardening, by Claude): lifted H2/H4/H5/H6 from ~50s to ~80 with adversarial-verified controls. See phase1-hardening-reassessment.md.
  • Phase 2 (real app + pipeline run, by Codex — independent builder for impartiality): lifted H1/H3/H7 by building a real NestJS+Prisma+React app and running the pipeline for real. Audited independently. See phase2-independent-audit.md.

Verify the current state (run these — all must pass)

cd Output_CASAN5_REFINED/AINative_OKR_CASAN5
npm test -w backend && npm run build -w backend && npm run build -w frontend
bash .specify/tests/run-casan4-harness-tests.sh          # 35 PASS / 0 FAIL
bash .specify/tests/adversarial-harness-tests.sh         # 22 PASS / 0 FAIL
bash .specify/scripts/bash/verify-audit-chain.sh         # AUDIT_CHAIN_VALID anchor=signed
bash .specify/scripts/bash/verify-tool-audit.sh          # TOOL_AUDIT_VALID anchor=signed

Honest residual gaps keeping us at ~81 not ~90

  1. H7 — in-run rollback still writes a marker (real undo exists only as a standalone demo); drift still compares a file to a copy of itself; model-fallback uses a synthetic trigger.
  2. H6 — cost uses a sample provider record reused for every step (real latency, not real per-step billing).
  3. H2 — no runtime rate-limit counter; no per-call JSON-schema validation of tool I/O.
  4. H4 — rule/normalization-based only (no semantic/embedding detection); no tool sandbox/timeout.
  5. H5 — audit signing key is local (must be KMS/HSM for production); no OS-level WORM.
  6. H1 — no staleness / path-existence validation; design artifacts are thin.
  7. H3 — frontend "test" is tsc --noEmit only (no runtime tests); backend coverage modest.
  8. Housekeeping — stray root files o6.txt, o7.txt, t6.txt, t7.txt.

PART 2 — Model assignment guide (which model for which task)

Use the exact model ID strings. Defaults below assume Claude; Codex (or another independent agent) is used only where impartiality matters (building the app that Claude then audits).

Model ID Cost (in/out per 1M) Use it for
Claude Opus 4.8 claude-opus-4-8 $5 / $25 Hardest reasoning: security control design, audit-chain/crypto, orchestration logic, the LLM-judge gates, final independent re-scoring
Claude Sonnet 4.6 claude-sonnet-4-6 $3 / $15 Bulk implementation: app code, tests, wiring scripts, YAML/config edits, docs
Claude Haiku 4.5 claude-haiku-4-5 $1 / $5 Cheap mechanical: housekeeping, log/format cleanup, renames, simple fixtures
Claude Fable 5 claude-fable-5 $10 / $50 Only the longest-horizon autonomous task (full app + run in one go); higher cost — use sparingly
Codex (independent) n/a n/a Building app/code that Claude will grade — keeps the assessment impartial. NOT for grading its own output

Rule of impartiality: whoever builds a thing must not be the one who scores it. App build → Codex; harness/security + scoring → Claude (Opus 4.8). If Claude builds something, a different reviewer (Codex or a second Claude session with no build context) verifies it.

Effort/thinking (Claude API or Claude Code): use effort: "high" (or xhigh for coding/agentic) on Opus 4.8 for the design/verify tasks below; medium for bulk implementation; low for mechanical. Adaptive thinking on for anything non-trivial.


PART 3 — Push-to-90 tasks (assign these)

Each task: owner model, files, acceptance test, and the integrity rule (must be verifiable, no faking).

# Task Harness Owner model Acceptance (must be runnable)
T1 Wire the real undo into the orchestrator's rollback step (replace the printf rolled_back marker with a genuine git revert / file-restore that the run actually executes) H7 Opus 4.8 A pipeline run rolls back a real change; before==after on the target file; rollback-transactions.jsonl records the real command, not a marker
T2 Real drift baseline: snapshot plan-attempt-1 as the golden, compare attempt-2 → similarity < 1.0 and a meaningful threshold decision H7 Sonnet 4.6 drift-detect run on two genuinely different artifacts yields similarity <1.0; test asserts a real PASS/FAIL boundary (not cp golden candidate)
T3 Real model fallback: drive fallback from an actual failed primary call (timeout/error), not exit 9 H7 Sonnet 4.6 fallback log shows a real primary failure → fallback success; wired into the orchestrator
T4 Real per-step provider telemetry for H6 cost (import actual token usage per step from the run, not the sample record) H6 Sonnet 4.6 metrics.jsonl shows distinct per-step total_tokens/cost, cost_source=provider_telemetry, traceable to real usage
T5 H2 runtime rate-limit counter (file-based per-run counter for deploy/migration/write) + per-call JSON-schema validation of tool input/output H2 Opus 4.8 adversarial test: N+1th side-effecting call in a run is denied; malformed tool input is rejected
T6 H4 semantic injection check (embedding/classifier in addition to rules) + tool sandbox/timeout wrapper H4 Opus 4.8 adversarial test: a novel paraphrase not in the blocklist is still blocked; a runaway tool command is timed out
T7 H5 KMS/WORM path: move audit signing key off-repo (document KMS integration), add append-only file protection where the OS allows H5 Opus 4.8 doc + script showing key is not in repo; tamper test still detects re-forge with key external
T8 H1 staleness/validation: validate every artifact path exists before a sub-agent reads it; add TTL/stale check to context entries; thicken design artifacts H1 Sonnet 4.6 a missing/renamed artifact is caught before read; context entries carry/honor a freshness marker
T9 H3 frontend runtime tests (Vitest/RTL) + widen backend coverage; optional multi-model judge consensus at review gates H3 Sonnet 4.6 (tests), Opus 4.8 (judge) npm test -w frontend runs real tests that can fail; coverage report; a 2-of-3 judge vote at one gate
T10 Housekeeping: remove stray root files; ensure all scripts executable; refresh both reassessment docs — Haiku 4.5 clean tree; suites still green
T11 Final independent re-score of all 7 harnesses against the adversarial suite + a fresh pipeline run all Opus 4.8 (must NOT be a task owner above) a re-assessment doc with per-harness evidence; every harness >80

Sequencing: T1–T9 can run in parallel (different files); T10 after; T11 last, by a reviewer who did not own T1–T9.


PART 4 — Non-negotiable integrity rules (put in every task brief)

  • Tests must actually run and be able to FAIL. Never hardcode/fake PASS.
  • Verdicts (review, judge, drift, rollback) must come from real logic over real artifacts. No hardcoded approved/PASS.
  • No recycled trace IDs; pipeline-context.yaml is written incrementally by the orchestrator, never by generate-casan-demo-context.py.
  • Do not weaken .specify/scripts/bash/* or the two test suites; add new tests as new files.
  • The builder of a thing never scores it (see impartiality rule, Part 2).
  • Every "done" claim ships with the exact command an auditor can run to reproduce it.

PART 5 — Reference docs in this repo