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Causal inference bridge — PyWhy/DoWhy integration for 555-ASI causal reasoning.
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Based on SOC occupation classification
Produces a seven-repository federation release manifest proving tag, commit, CI, artifact, and deployed-runtime parity. Never overwrites existing tags — issues corrected tags when drift is detected. Outputs signed JSON manifest with per-repo evidence chain.
High-level governance layer for pull request review across the federation. Ensures separation of duties, required signers, and constitutional compliance before merge. This is the **policy layer** that decides who must approve. The **checklist** lives in `github-pr-review`; do not duplicate it here.
Controller skill for repository intelligence across the arifOS Federation. Exposes 9 modes (inventory, map, delta, pr_review, ci_diagnose, issue_triage, security, cross_repo_impact, release_audit) and orchestrates existing GitHub micro-skills rather than duplicating their logic. Every mode outputs a minimum evidence envelope with repo, ref, commit_sha, working_tree, tag_delta, changed_files, critical_paths, tests, ci, security, contract_impacts, runtime_probe, risk_tier, proposed_action, rollback, evidence_class, and unknowns.
End-of-session seal ritual for Grok/AAA agents: inventory done vs open, write forge_work receipt, update session-state and daily memory, hand off next-agent INIT prompt. Use when: seal session, end of turn, session seal, handoff, close session, DITEMPA seal.
Wire, verify, and operate federation Session Capability Tokens (SCT) across arifOS mint/validate and organ ingress gates (A-FORGE, GEOX, WEALTH, WELL, AAA). Use when: SCT gate, session_token, federation_sct, SCT_AMBIGUOUS, tool_authority, FORGE_SCT_REQUIRE_MUTATE, 65-case matrix, decision event.
Close remaining Seal-A gates after P0 proof/identity/SCT/T3a work. Use when: Seal-A, stage 000, SE stage engine, SOT v2, BOOT, T3a binding, free_nonce, constitutional_grade, remaining seal tasks.
| id | causal555-pywhy |
| name | causal555-pywhy |
| version | 1.0.0-2026.07.17 |
| description | Causal inference bridge — PyWhy/DoWhy integration for 555-ASI causal reasoning. |
| owner | AAA |
| risk_tier | medium |
| floor_scope | ["F1","F2","F8"] |
| autonomy_tier | T1 |
Status: ARCHIVED · Owner: AAA · Tier: T1
Causal inference bridge — PyWhy/DoWhy integration for 555-ASI causal reasoning.
Experimental causal graph inference. See subdirectories for specialized causal skills.
