EXTENSIONS
Built by operatives — models, drivers, vaults, and reports, the parts that plug into Swamp.
Filter by what you need and pull what fits.
Software Factory Flow Metrics
Deterministic quality, reliability, flow, and ceremony metrics for a @swamp/software-factory work item — time-to-terminal, per-stage durations, entry counts and time-to-gate, dispatch attempts, failed/parked stage, human touches, deduplicated human decisions keyed by gate+stage+cycle+decision, approvals and rejections per gate, approval wait durations, stage visit/cycle counts, review/patch frequency, stage yield and park rates, time to verified draft, bounded-loop exhaustion, human cycle-limit overrides and the stages they unblocked, delivery mode, and terminal outcome — with a cross-run aggregate, every metric carrying a trust/availability label and a source pointer back to the journal, approval, or artifact record it came from, so unmeasurable values are reported as unavailable rather than as zero. Rendered statically from recorded run data with no LLM involved.
Triage Snapshot
Workflow-scope report that renders a one-look snapshot of the
Audit Timeline
Workflow-scope report that renders a change-audit timeline from CloudWatch
Software Factory Run Audit
Deterministic run reconstruction and invariant-violation audit of a @swamp/software-factory work item — stale SHAs across the artifact lineage, impossible states, unresolved critical/high blockers, and retained resources — rendered statically from recorded run data with no LLM involved, every flag traceable to the record it came from. Optional retained-worktree and external issue-tracker (Linear) correlation joins are pluggable, not required.
Web Crawl
Automated web reading pipeline — harvests articles from configurable sources (Hacker News, Lobsters, RSS/Atom feeds), evaluates them with an AI agent, learns user interest over time via feedback, and produces a curated HTML report with ranked recommendations. Designed for agent-driven reading workflows where an AI reads on the user's behalf and surfaces what matters.
Aws Rds Reservation Coverage
Workflow-scope report that normalizes running and reserved RDS capacity into
Aws Vpc Inventory Report
Workflow-scope report that renders an operator VPC inventory from the `vpc`
Aws Default Sg Audit Report
Workflow-scope report that renders an operator worklist for AWS Security Hub
Aws Rds Inventory Report
Workflow-scope report that renders an operator RDS inventory from the
Aws S3 Bucket Audit
Workflow-scope report that audits S3 buckets against standard security
Aws/cost Report
Format AWS cost estimates into readable reports with breakdowns and recommendations.
Scaleway Inventory
Consolidated inventory report across all @sntxrr/scaleway-* models — counts per service, per region/zone, per status, plus resource ids, names, and statuses, discovered from stored sync/list snapshots.
Aws Integration Coverage
Coalesces a CloudFormation StackSet lens (@jentz/aws-stackset-audit) and an
Table Report
A generic data-table report for any swamp model — render materialised resource data as markdown tables, dataview-style, instead of hand-writing a bespoke report per model. Declare a `tableViews` tag (JSON: a list of {spec, columns, where, sort, limit}) for curated views — the config lives in the model's free-form `tags`, so it works on ANY model type with no schema change — or get an auto-table per resource spec with zero config. Column paths are content-relative (e.g. `facets.pricing.perTBMonth`); filters are scalar- equality. Point it at any model, get tables, no TypeScript.
Fleet
Cross-hypervisor fleet VM inventory report for swamp.
Aws Rds Inventory Csv
Workflow-scope report that emits a CSV summary of RDS DB clusters and