docs/archive/2026-07-ai-artifacts/claude-skills/feature-pipeline-preview/07-architecture-design/01-produce/SKILL.md
> **ARCHIVAL KNOWLEDGE — DO NOT USE OR REFERENCE.** > Superseded by `codemap/` + root `AGENTS.md`. Scheduled for deletion once the pipeline is verified (Phase 6). > Manifest: `docs/archive/2026-07-ai-artifacts/MANIFEST.md` --- name: 01-produce description: Produces the implementation-ready architecture document for the feature. kind: leaf executor: opus model: claude-opus-4-7 --- # Produce architecture doc Reads the ADR + DevEx review and writes `docs/architecture/<adr-number>-<slug>.md` with
npx skillsauth add neohaskell/neohaskell docs/archive/2026-07-ai-artifacts/claude-skills/feature-pipeline-preview/07-architecture-design/01-produceInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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ARCHIVAL KNOWLEDGE — DO NOT USE OR REFERENCE. Superseded by
codemap/+ rootAGENTS.md. Scheduled for deletion once the pipeline is verified (Phase 6). Manifest:docs/archive/2026-07-ai-artifacts/MANIFEST.md
Reads the ADR + DevEx review and writes docs/architecture/<adr-number>-<slug>.md with every design decision concretely resolved.
docs/decisions/<adr-number>-<slug>.md — the ADR from phase 3..pipeline/devex-review.md — the DevEx review from phase 6..pipeline/classification.json — provides adr-number and the slug.../../references/architecture-rubric.md — the rubric the doc will be judged against; the producer must satisfy it.../../references/nhcore-context.md — framework conventions the doc references.docs/architecture/<adr-number>-<slug>.md → verify: parent directory exists. Overwrite behaviour is idempotent — if the file already exists with byte-identical content, skip the write and continue; if the file exists with different content, refuse so a re-run after rubric failure does not silently clobber an in-flight design.TBD, ?, TODO, or placeholder remains.Assumptions:
Text, Array, Result, Task).../../references/nhcore-context.md.If any assumption fails, refuse — do not guess.
## Module map — every new file path; integrate with existing layout (core/<area>/<Module>.hs).## Public types — full signatures, doc-by-example, visibility (exported / internal).## Public functions — full signatures, doc-by-example, every type parameter named (no single letters).## Internal helpers — full signatures plus the call sites that justify them (no single-use helpers — single-use abstractions are rejected).## Imports — qualified, with the exact symbol set imported per upstream module.## nhcore utilities used — exact module + symbol per row.## Errors — every error ADT constructor, the condition that produces it, and the user-facing message.## Concurrency & persistence — Hasql statements, event-stream IDs, RequestContext threading, or an explicit "pure type, no persistence" statement.pipeline.py complete — the review-quality step owns that.docs/architecture/<adr-number>-<slug>.md exists with the eight sections above. Stdout is a single line: wrote docs/architecture/<adr-number>-<slug>.md.
TBD / TODO / ? at write time → refuse with the list of unresolved decisions.development
> **ARCHIVAL KNOWLEDGE — DO NOT USE OR REFERENCE.** > Superseded by `codemap/` + root `AGENTS.md`. Scheduled for deletion once the pipeline is verified (Phase 6). > Manifest: `docs/archive/2026-07-ai-artifacts/MANIFEST.md` --- name: neohaskell-style-guide description: NeoHaskell coding style reference and enforcement rules. Load when writing, reviewing, or modifying any Haskell code in the NeoHaskell project. Triggers on 'NeoHaskell style', 'NeoHaskell conventions', 'how to write NeoHaskell', '
development
> **ARCHIVAL KNOWLEDGE — DO NOT USE OR REFERENCE.** > Superseded by `codemap/` + root `AGENTS.md`. Scheduled for deletion once the pipeline is verified (Phase 6). > Manifest: `docs/archive/2026-07-ai-artifacts/MANIFEST.md` --- name: neohaskell-security-review description: Security & Code Quality review for NeoHaskell. Use when reviewing code changes, PRs, or architectural decisions for security implications. Evaluates OWASP, NIST, EU compliance. Handles pipeline phases 2 (ADR review) and 10 (im
development
> **ARCHIVAL KNOWLEDGE — DO NOT USE OR REFERENCE.** > Superseded by `codemap/` + root `AGENTS.md`. Scheduled for deletion once the pipeline is verified (Phase 6). > Manifest: `docs/archive/2026-07-ai-artifacts/MANIFEST.md` --- name: neohaskell-qa-designer description: Testing QA Designer for NeoHaskell. Designs comprehensive test specifications with exhaustive edge cases, boundary conditions, and happy paths BEFORE implementation. Handles pipeline phase 6 (Test Spec Design). Outside-in TDD meth
development
> **ARCHIVAL KNOWLEDGE — DO NOT USE OR REFERENCE.** > Superseded by `codemap/` + root `AGENTS.md`. Scheduled for deletion once the pipeline is verified (Phase 6). > Manifest: `docs/archive/2026-07-ai-artifacts/MANIFEST.md` --- name: neohaskell-performance-review description: Performance review for NeoHaskell targeting 50k req/s throughput. Use when reviewing code for performance implications, INLINE pragmas, strictness, and allocation patterns. Handles pipeline phases 3 (ADR review) and 11 (imp