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Introduce a reusable provider/macro infrastructure and topic operation plumbing.
- Add high-level provider metadata types (IndexedProviderDefinition, SimpleProviderDefinition) and helper pushdown function.
- Rework macros.rs: unify and harden build_record_batch helpers (array builder/append/finish), add eval_extractor, and introduce impl_indexed_system_table_provider and impl_simple_system_table_provider to remove repeated boilerplate for TableProvider/SystemTable implementations.
- Convert multiple system providers (audit_logs, job_nodes, jobs, live queries, etc.) to use the new build_record_batch macro and impl_* provider macros, reducing duplicated RecordBatch construction and TableProvider wiring.
- Update PathResolver::resolve_cleanup_prefix to correctly find a safe cleanup directory when templates contain dynamic placeholders ({userId}, {shard}) and add unit tests covering many cases.
- Add topic operation support across layers: add op field to API TopicMessage, format op in consume handler, implement Default for TopicOp, include operation when publishing, and add ops column in SQL consume record batch construction.
- Misc: small TODO/comments, type/namespace cleanups, and add a new CLI smoke test for high-load topic consumption.
These changes are intended to reduce boilerplate, centralize provider logic, improve safety for filestore cleanup, and propagate topic operation metadata through the stack.
Introduce a new kalamdb-publisher crate (source, models, routing, payload, offset, service) and move topic publishing logic out of core. Reorganize skill documentation by renaming .github/skills to .agents/skills and add many new skill/rule files (notably react, rust-skills, and Vercel patterns). Remove legacy speckit/.specify scaffolding and some gemini files, and update various backend crates (core, system, tables), Cargo.toml/Cargo.lock, tests, and specs (added specs/025-publisher-crate README). These changes split responsibilities, consolidate agent skills under .agents, and update tests/docs to reflect the new publisher crate and structure.
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