Rebrand Pinscope to Periscope across product and codebase.
Rename the core package to periscopex, update UI/docs/Docker/deploy defaults to periscope.michelebigi.it, and keep legacy version/storage key aliases so existing projects keep working. Co-authored-by: Cursor <cursoragent@cursor.com>
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# Pinscope — Agentic Schematic Validation
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# Periscope — Agentic Schematic Validation
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Pinscope validates hardware schematics against component datasheets. It extracts constraints from PDFs, parses netlists and BOMs into a queryable graph, and runs an agentic validation loop to flag design violations.
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Periscope validates hardware schematics against component datasheets. It extracts constraints from PDFs, parses netlists and BOMs into a queryable graph, and runs an agentic validation loop to flag design violations.
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> **Open-core note.** This is the open-source core. A small set of files are
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> "gateway-owned seams" — pass-through stubs here (`frontend/src/proxy.ts`,
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@@ -18,7 +18,7 @@ Three layers:
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| Layer | Location | Purpose |
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|-------|----------|---------|
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| **Core library** | `backend/pinscopex/` | Models, parsers, graph builder, agentic validator, passive resolver, taxonomy, BOM summary, derating |
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| **Core library** | `backend/periscopex/` | Models, parsers, graph builder, agentic validator, passive resolver, taxonomy, BOM summary, derating |
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| **Backend** | `backend/` | FastAPI app — async pipeline orchestration, SSE progress, project/file storage |
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| **Frontend** | `frontend/` | Next.js 16 app — project dashboard, pipeline progress, report viewer, derating, admin dashboard |
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@@ -55,17 +55,17 @@ Files: `.asc` (PADS-PCB netlist; `.edn` EDIF 2.0.0 also accepted), `.csv`/`.xlsx
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- **Cross-IC finding dedup** — After all per-IC reviews complete, a single pass (`services/dedupe_findings.py`) collapses one physical interface defect reported from both endpoints into a single finding. Gated by `cross_ic_dedup_enabled`; fail-soft.
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- **Capacitor voltage derating** — Deterministic derating table computed from graph (ceramic/tantalum/electrolytic percentages, pass/fail per capacitor)
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- **Deterministic checks over heuristics** — Exact checks where possible
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- **Zero coupling between layers** — Backend calls pinscopex functions with paths; frontend talks to backend via REST + SSE
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- **Zero coupling between layers** — Backend calls periscopex functions with paths; frontend talks to backend via REST + SSE
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- **Library deduplication** — Shared library (`library/extracted/`, `library/patterns/`, `library/models/`, `library/passives/`, `library/datasheets/`) caches extractions across projects
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- **Content-addressed datasheets** — `library/datasheets/blobs/{md5}.pdf` stores unique PDFs once; `library/datasheets/refs/{safe_mpn}.json` maps MPNs to blobs (dedupe + multi-MPN sharing)
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- **Taxonomy-driven extraction** — Living component taxonomy (`taxonomy/`) with per-subtype classification and specs schemas
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- **Per-stage model config** — Each pipeline stage can use a different Claude model (e.g., Sonnet for review, Haiku for auto-resolve)
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- **API call logging** — Every Claude API call is logged with token counts, cost, and timing per pipeline run
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- **Report versioning** — Each project run is stamped with the current app version on the first `/start` transition (`ProjectMeta.pinscope_version`). The version comes from `frontend/content/changelog.md`'s latest `##` heading — single source of truth — read at backend startup via `backend/_version.py`.
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- **Report versioning** — Each project run is stamped with the current app version on the first `/start` transition (`ProjectMeta.periscope_version`). The version comes from `frontend/content/changelog.md`'s latest `##` heading — single source of truth — read at backend startup via `backend/_version.py`.
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## Datasheet Extraction
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Extracted data lives in `library/extracted/` (shared) or per-project under the storage backend. One JSON per MPN, schema in `backend/pinscopex/models.py`.
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Extracted data lives in `library/extracted/` (shared) or per-project under the storage backend. One JSON per MPN, schema in `backend/periscopex/models.py`.
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Per-MPN IC extraction captures:
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1. **Pintable** — Pin number + name (required), description + alt functions (optional)
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@@ -131,8 +131,8 @@ All `ComponentConstraints` extracted JSON files carry a `model_version` semver f
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- Write tests against `simple_project/` — it's the ground truth
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- Netlist parser and BOM parser are pure functions with no side effects
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- All data structures use Pydantic models in `backend/pinscopex/models.py`
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- Frontend types in `frontend/src/lib/types.ts` must stay in sync with `backend/pinscopex/models.py`
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- All data structures use Pydantic models in `backend/periscopex/models.py`
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- Frontend types in `frontend/src/lib/types.ts` must stay in sync with `backend/periscopex/models.py`
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- Extraction prompts live in `skills/` (SKILL.md + schema.json + validate.py) and run locally against DeepSeek
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- **Never swallow exceptions silently** — prefer logging or re-raising over bare `except: continue`. Silent failures hide real bugs.
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