docs(spec): design for Cyclone skill catalog (8 layer-mapped skills)
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# Cyclone Skill Catalog — Design Spec
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**Date:** 2026-06-21
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**Status:** Draft, pending user review
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**Branch:** `main`
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**Scope:** A catalog of 8 project-scoped Grok skills under `cyclone/.superpowers/skills/` that codify Cyclone's conventions layer-by-layer. No code changes; pure guidance artifacts.
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## Context
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Cyclone is now a substantial codebase — `api.py` (~111KB) and `store.py` (~95KB) are monoliths being actively split, ~30 EDI parsers, 21 pages / 30 components / 35 hooks on the frontend, 90+ pytest tests, 14 specs and 8 plans already on disk. There is enough surface area that an AI agent (or a new contributor) repeatedly re-derives the same conventions: where the live-tail wire format lives, which validator file owns which rule, how a new SP-N spec is named, where prodfiles fixtures go.
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This spec introduces a catalog of 8 skills, one per major subsystem, that encode those conventions so they are loaded on demand instead of re-derived each time. Each skill is auto-discovered by description match (no slash command). The success criterion is **consistency across modules** — when adding a new EDI parser, a new streaming page, a new API router, etc., the skill hands the AI the established conventions for that subsystem so additions stay consistent with what's already there.
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## Decisions (locked during brainstorming)
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1. **Scope:** 8 skills, layer-mapped (one skill per subsystem). Not workflow-anchored, not reference-plus-convention hybrid. Layer-mapped was chosen because each subsystem has exactly one owner and the success criterion is consistency per layer.
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2. **Location:** Project-scoped, under `cyclone/.superpowers/skills/`. Auto-discovered whenever anyone works in this repo. Not global.
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3. **Categories covered:** Code-pattern / domain skills + Process / workflow skills. Testing-fixture and operational-CLI skills deferred (none selected).
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4. **Success criterion:** Consistency across modules (selected over faster onboarding / process discipline / navigability).
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5. **No hub skill.** The catalog itself lives in this spec and (later) in the README's skills section. The AI doesn't load a runtime index.
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6. **No loading graph.** Each skill cross-references the others it pairs with, but no prescriptive load order is encoded. Auto-discovery fires per-description.
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## The catalog
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| # | Skill | Owns |
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|---|-------|------|
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| 1 | `cyclone-spec` | The SP-N superpowers flow as a one-shot: branch naming, `docs/superpowers/specs/…-design.md` + `…-plan.md` templates, PR title format. |
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| 2 | `cyclone-tests` | pytest + vitest fixture patterns; `backend/tests/fixtures/` layout; `.test.tsx` sibling convention; prodfiles drop-in procedure. |
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| 3 | `cyclone-edi` | Parser/validator conventions across 837P/835/999/270/271/277CA/TA1; segment-walk pattern; validator rule format (R200/R210, NPI Luhn, EIN, CAS); fixture discovery. |
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| 4 | `cyclone-tail` | Live-tail wire format (`item` / `snapshot_end` / `heartbeat` / `item_dropped` / `error`), `useTailStream` + `useMergedTail` + per-resource hook triplet, `StatusPill` states. |
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| 5 | `cyclone-store` | Write-path conventions in `store.py`; the pubsub event contract (`claim_written` / `remittance_written` / `activity_recorded`); snapshot shape; SP21 store-split boundary map. |
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| 6 | `cyclone-api-router` | FastAPI router conventions (`api_routers/`), `api_helpers.py` reuse, response shapes, error envelopes. |
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| 7 | `cyclone-frontend-page` | Page-component pattern (TanStack Query + tail + drawer + URL state), `use<X>` hook convention, `Layout` / `PageHeader` / `Sidebar` usage. |
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| 8 | `cyclone-cli` | CLI subcommand conventions in `cli.py` (serve/parse/backup/rotate-key/validate), argparse style, exit codes, smoke-test patterns. |
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## Per-skill structure
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Every skill lives at `.superpowers/skills/<name>/SKILL.md` and follows this skeleton:
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```
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---
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name: <kebab-case>
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description: "<one-sentence trigger, with Use when: … keywords>"
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---
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# <Title>
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## When to use
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2–5 bullets of concrete situations. ("adding a new EDI parser"
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beats "working on EDI".)
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## Conventions
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Numbered, testable rules. Each rule is something a reviewer can
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check.
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## Patterns
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Small copy-pasteable skeletons (parser stub, page hook, router
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signature). Concrete code blocks, not prose.
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## Anti-patterns
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Tempting-but-wrong moves. ("Don't write a new useX hook per page —
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extend the existing one.")
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## Related skills
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Cross-references to the other 7 skills that often pair with this
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one, one line each.
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```
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**References subdirs:** `<skill>/references/<file>.md` for long pattern catalogs (e.g. a per-parser mapping in `cyclone-edi`, a wire-format reference in `cyclone-tail`). Linked from SKILL.md. SKILL.md itself stays under ~200 lines; long content goes to references so the auto-load is fast.
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**No code in skills.** Skills are guidance for the AI, not runnable artifacts. Optional `<skill>/scripts/` only for things that genuinely need automation (e.g. a fixture-discovery script in `cyclone-edi`). Most skills won't ship scripts.
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**Skill size budget:** ~150–250 lines for SKILL.md, plus zero or a few references. Anything bigger is a sign the skill is trying to do two things.
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## Loading & cross-references
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**Trigger model.** Every skill is auto-discovered by description match. The `description` field is the only thing the loader sees before deciding to fire, so each gets one carefully tuned sentence. Example drafts:
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- `cyclone-edi` — *"Cyclone EDI parser/validator conventions (837P/835/999/270/271/277CA/TA1). Use when: adding or changing a parser, a validator rule, or a CAS code mapping."*
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- `cyclone-tail` — *"Cyclone live-tail streaming wire format and the useTailStream / useMergedTail hook triplet. Use when: adding a new streaming list page, changing the wire format, or debugging stalled/reconnecting state."*
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- `cyclone-store` — *"Cyclone store write-paths, the pubsub event contract, and the SP21 store-split boundary map. Use when: touching store.py, adding a new entity, or wiring a new write event."*
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- `cyclone-api-router` — *"Cyclone FastAPI router conventions (api_routers/, api_helpers.py, response shapes, error envelopes). Use when: adding or changing an HTTP endpoint."*
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- `cyclone-frontend-page` — *"Cyclone React page conventions (TanStack Query, use<X> hook, drawer, URL state, .test.tsx sibling). Use when: adding a new page or refactoring an existing one."*
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- `cyclone-cli` — *"Cyclone CLI subcommand conventions (cli.py, serve/parse/backup/rotate-key/validate, exit codes, smoke tests). Use when: adding a CLI subcommand or working on operator-facing commands."*
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- `cyclone-spec` — *"Cyclone SP-N superpowers increment flow — spec → plan → implement → merge. Use when: starting a new numbered feature increment or doing the merge dance."*
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- `cyclone-tests` — *"Cyclone pytest + vitest fixture patterns, prodfiles layout, backend/tests/fixtures/ conventions. Use when: adding a test or wiring in a real-EDI sample."*
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Descriptions are tuned so the right one fires and the others stay quiet. The "Use when:" half is the disambiguator.
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**Cross-references** live in two places per skill:
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1. A `## Related skills` section (per the template) — short list, one line each.
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2. An explicit `If you are also touching X, also load skill Y` line at the top of the relevant section.
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**Loading order isn't prescriptive.** The AI loads what's relevant; if two skills conflict, the more-specific one wins.
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## Build order / phasing
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8 skills shipped one-per-PR, grouped into 4 phases:
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| Phase | Skill | Rationale |
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|-------|-------|-----------|
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| **1. Foundations** | `cyclone-spec` | Already implicit in the SP-N flow; codify first because every later feature goes through it. Smallest, fastest. |
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| | `cyclone-tests` | Referenced by every other skill (fixture layout, vitest sibling pattern). Must land before any domain skill can ship its `## Anti-patterns` cleanly. |
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| **2. Domain hot spots** | `cyclone-edi` | 30 parsers, scattered validators, fixture sprawl. Highest leverage per line of skill text. |
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| | `cyclone-tail` | Wire format documented in README but consumed across 3 page-hook pairs; drift risk is concrete. |
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| **3. Backend layers** | `cyclone-store` | Aligns with SP21 (CycloneStore split, currently in plan stage). |
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| | `cyclone-api-router` | Pairs with store; `api_routers/` already exists. |
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| **4. Frontend + CLI** | `cyclone-frontend-page` | Generalizes what `cyclone-tail` already covers. |
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| | `cyclone-cli` | Standalone, lowest urgency. |
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**Per-skill PR shape:** single commit adding one `.superpowers/skills/<name>/SKILL.md` (+ optional `references/`). No code changes. Reviewable in isolation. If a description turns out wrong, the fix is one line.
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## Out of scope
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- Testing & fixture skills (deferred per user selection).
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- Operational / CLI safety-sequence skills beyond the basic `cyclone-cli` conventions skill (deferred per user selection).
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- Skills outside `cyclone/.superpowers/skills/`. Global skills (e.g. `~/.grok/...`) are not touched.
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- Any changes to existing code, tests, README, or specs.
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- A hub/index skill.
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## Verification
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After all 8 skills are landed:
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1. Pick a sample task from each phase (e.g. "add a new EDI parser", "add a new streaming list page") and verify the matching skill fires by description match alone (no slash command).
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2. Verify cross-references resolve — every "If you are also touching X, also load skill Y" line points to a skill that exists and whose description would actually fire for that scenario.
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3. Verify each SKILL.md stays under the ~200-line budget (long content goes to `references/`).
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4. Verify the catalog as a whole covers every subsystem with monolith risk (`api.py`, `store.py`, parsers/, hooks/) and the operator-facing surface (CLI).
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