kailash-py

Claude Code architecture — artifact design, context, agentic patterns. For CC audit/build.

Kailash Core SDK — workflows, 110+ nodes, runtime, async, cycles, MCP, OpenTelemetry. Use for WorkflowBuilder + connections + runtime patterns.

Kailash DataFlow — MANDATORY for DB/CRUD/bulk/migrations/multi-tenancy. Raw SQL/ORMs BLOCKED.

Kailash Nexus — MANDATORY for HTTP/API/CLI/MCP unified deployment. Direct FastAPI/Flask BLOCKED.

Kailash Kaizen (Python) — MANDATORY for AI agents/RAG/signatures. Custom LLM agents BLOCKED.

Kailash MCP — server/client/tools/resources/auth/transports for AI agent integration.

Kailash cheatsheets — patterns, nodes, workflows, cycles, perf, security, saga.

Kailash validation — parameter, DataFlow, connection, workflow, security, marker scrubbing.

Kailash security (Python) — validation, secrets, injection, authn/z. Hardcoded secrets BLOCKED.

EATP SDK — TrustPlane/BudgetTracker/PostureStore. Use for implementing trust code, not concepts.

Kailash errors — Nexus hangs, connection, runtime, cycles, missing .build(), validation.

/onboard procedure: read roster + team-memory + posture + claims + codify lease + rules-changed for a new operator joining a multi-operator COC repo.

/certify procedure: brief → probe → gate at 100%; loops failed questions until pass. NO Claude-assistance during gate phase. Curated bank, not LLM-generated.

/ecosystem-init procedure — write the D6 ecosystem-config, run the disclosure scan before write, establish genesis via runEnrollmentCeremony, scaffold non-Kailash STACK.md.

/enroll procedure — register an operator into an existing ecosystem via /whoami --register (roster, PR-gated) + seed per-operator gitignored local-links, then hand off to /onboard.

/clean-instantiate procedure — clear canon operator/trust identity from a client clone before /ecosystem-init. Contamination-surface map, fail-closed assert-zero gate, troubleshooting.

/loom doctor procedure: read-only onboarding health-check (role, env/versions, line-endings, VCS-host auth, resolver) — all findings at once with remediation.

Authoring or auditing commands (CC/Codex/Gemini). Frontmatter, ≤150-line body, neutral phrasing, native-primitive carve-outs, variant overlays.

Authoring or auditing hooks (CC/Codex/Gemini). hooks.json registration, COC_RUNTIME, instructAndWait emit, Codex Bash-only gap + MCP-guard bijection, timeout fallback.

Project Skills placeholder. Numbered skill directories carry the content; this slot is a redirect kept for parsers that require a project-named skill.

Path-scoped project rules index for Codex/Gemini (no path-glob loader): find which rule governs the file you are editing, then read the cited .claude/rules/<name>.md.

Authoring or auditing skills (CC/Codex/Gemini). Frontmatter, description ≤200 chars, progressive disclosure, variant overlays.

Kailash Kaizen (Python) — MANDATORY for AI agents/RAG/signatures. Custom LLM agents BLOCKED.

Kailash security (Python) — validation, secrets, injection, authn/z. Hardcoded secrets BLOCKED.

EATP SDK — TrustPlane/BudgetTracker/PostureStore. Use for implementing trust code, not concepts.

Kailash errors — Nexus hangs, connection, runtime, cycles, missing .build(), validation.

/onboard procedure: read roster + team-memory + posture + claims + codify lease + rules-changed for a new operator joining a multi-operator COC repo.

/certify procedure: brief → probe → gate at 100%; loops failed questions until pass. NO Claude-assistance during gate phase. Curated bank, not LLM-generated.

/ecosystem-init procedure — write the D6 ecosystem-config, run the disclosure scan before write, establish genesis via runEnrollmentCeremony, scaffold non-Kailash STACK.md.

/enroll procedure — register an operator into an existing ecosystem via /whoami --register (roster, PR-gated) + seed per-operator gitignored local-links, then hand off to /onboard.

/clean-instantiate procedure — clear canon operator/trust identity from a client clone before /ecosystem-init. Contamination-surface map, fail-closed assert-zero gate, troubleshooting.

/loom doctor procedure: read-only onboarding health-check (role, env/versions, line-endings, VCS-host auth, resolver) — all findings at once with remediation.

Authoring or auditing commands (CC/Codex/Gemini). Frontmatter, ≤150-line body, neutral phrasing, native-primitive carve-outs, variant overlays.

Authoring or auditing hooks (CC/Codex/Gemini). hooks.json registration, COC_RUNTIME, instructAndWait emit, Codex Bash-only gap + MCP-guard bijection, timeout fallback.

Authoring or auditing skills (CC/Codex/Gemini). Frontmatter, description ≤200 chars, progressive disclosure, variant overlays.

Kailash security — input validation, secrets, injection prevention, authn/z, OWASP.

Procedural reference for /test-harness-probe — schema lookup, subagent dispatch shape, JSON output format, retry semantics.

Kailash validation — parameter, DataFlow, connection, workflow, security, marker scrubbing.

Spec compliance — verify code matches plan via AST/grep, not file existence. /redteam Step 1.

Kailash DataFlow — DB, CRUD, bulk, migrations, multi-tenancy, fabric engine.