diff --git a/editor/CMakeLists.txt b/editor/CMakeLists.txt
index 03734b5..b9bb01b 100644
--- a/editor/CMakeLists.txt
+++ b/editor/CMakeLists.txt
@@ -11114,3 +11114,18 @@ target_include_directories(step1966_test PRIVATE src)
 
 add_executable(step1967_test tests/step1967_test.cpp)
 target_include_directories(step1967_test PRIVATE src)
+
+add_executable(step1968_test tests/step1968_test.cpp)
+target_include_directories(step1968_test PRIVATE src)
+
+add_executable(step1969_test tests/step1969_test.cpp)
+target_include_directories(step1969_test PRIVATE src)
+
+add_executable(step1970_test tests/step1970_test.cpp)
+target_include_directories(step1970_test PRIVATE src)
+
+add_executable(step1971_test tests/step1971_test.cpp)
+target_include_directories(step1971_test PRIVATE src)
+
+add_executable(step1972_test tests/step1972_test.cpp)
+target_include_directories(step1972_test PRIVATE src)
diff --git a/editor/src/LSPSymbolExtractor.h b/editor/src/LSPSymbolExtractor.h
new file mode 100644
index 0000000..b65e46a
--- /dev/null
+++ b/editor/src/LSPSymbolExtractor.h
@@ -0,0 +1,52 @@
+#pragma once
+// Step 1970: LSPSymbolExtractor
+// Parses a simplified LSP-like JSON string into LibrarySymbolRecords.
+// Input format: {"symbols": [{"name": "...", "signature": "..."}]}
+// Requires nlohmann_json (available via vcpkg).
+
+#include "LibrarySymbolRecord.h"
+#include <nlohmann/json.hpp>
+#include <string>
+#include <vector>
+
+namespace whetstone {
+
+class LSPSymbolExtractor {
+public:
+    struct ExtractionResult {
+        std::vector<LibrarySymbolRecord> records;
+        bool success = true;
+        std::string error;
+    };
+
+    // Parse lspJson string and produce records for the given (libraryId, operationDomain).
+    ExtractionResult extract(const std::string& libraryId,
+                             const std::string& operationDomain,
+                             const std::string& lspJson) const {
+        try {
+            auto j = nlohmann::json::parse(lspJson);
+            if (!j.contains("symbols") || !j["symbols"].is_array()) {
+                return {{}, false, "missing or non-array 'symbols' key"};
+            }
+            std::vector<LibrarySymbolRecord> records;
+            for (const auto& sym : j["symbols"]) {
+                LibrarySymbolRecord r;
+                r.libraryId       = libraryId;
+                r.operationDomain = operationDomain;
+                r.functionName    = sym.value("name",      std::string{});
+                r.signature       = sym.value("signature", std::string{});
+                r.usagePattern    = sym.value("usage",     std::string{});
+                if (sym.contains("caveats") && sym["caveats"].is_array()) {
+                    for (const auto& c : sym["caveats"])
+                        r.caveats.push_back(c.get<std::string>());
+                }
+                if (!r.functionName.empty()) records.push_back(std::move(r));
+            }
+            return {std::move(records), true, ""};
+        } catch (const nlohmann::json::exception& e) {
+            return {{}, false, std::string("json parse error: ") + e.what()};
+        }
+    }
+};
+
+} // namespace whetstone
diff --git a/editor/src/LibrarySymbolAdvisor.h b/editor/src/LibrarySymbolAdvisor.h
new file mode 100644
index 0000000..3b341ea
--- /dev/null
+++ b/editor/src/LibrarySymbolAdvisor.h
@@ -0,0 +1,40 @@
+#pragma once
+// Step 1971: LibrarySymbolAdvisor
+// Given (libraryId, operationDomain, catalog) -> ranked symbol recommendations.
+// Ranking: exact domain match, sorted by functionName alphabetically.
+
+#include "LibrarySymbolCatalog.h"
+#include "LibrarySymbolRecord.h"
+#include <algorithm>
+#include <optional>
+#include <string>
+#include <vector>
+
+namespace whetstone {
+
+class LibrarySymbolAdvisor {
+public:
+    // Returns symbols for (libraryId, operationDomain), sorted by functionName.
+    // Empty if no symbols registered for this pair.
+    std::vector<LibrarySymbolRecord> advise(const std::string& libraryId,
+                                             const std::string& operationDomain,
+                                             const LibrarySymbolCatalog& catalog) const {
+        auto symbols = catalog.get(libraryId, operationDomain);
+        std::sort(symbols.begin(), symbols.end(),
+                  [](const LibrarySymbolRecord& a, const LibrarySymbolRecord& b) {
+                      return a.functionName < b.functionName;
+                  });
+        return symbols;
+    }
+
+    // Convenience: returns the top (first alphabetically) symbol, or nullopt.
+    std::optional<LibrarySymbolRecord> topSymbol(const std::string& libraryId,
+                                                   const std::string& operationDomain,
+                                                   const LibrarySymbolCatalog& catalog) const {
+        auto symbols = advise(libraryId, operationDomain, catalog);
+        if (symbols.empty()) return std::nullopt;
+        return symbols[0];
+    }
+};
+
+} // namespace whetstone
diff --git a/editor/src/LibrarySymbolCatalog.h b/editor/src/LibrarySymbolCatalog.h
new file mode 100644
index 0000000..fe08b86
--- /dev/null
+++ b/editor/src/LibrarySymbolCatalog.h
@@ -0,0 +1,68 @@
+#pragma once
+// Step 1969: LibrarySymbolCatalog
+// Registry of LibrarySymbolRecords. Multiple symbols per (libraryId, operationDomain).
+// Key: libraryId + "::" + operationDomain
+
+#include "LibrarySymbolRecord.h"
+#include <string>
+#include <unordered_map>
+#include <vector>
+
+namespace whetstone {
+
+class LibrarySymbolCatalog {
+public:
+    void add(LibrarySymbolRecord record) {
+        auto key = makeKey(record.libraryId, record.operationDomain);
+        catalog_[key].push_back(std::move(record));
+    }
+
+    // Returns all symbols for (libraryId, operationDomain); empty if none.
+    std::vector<LibrarySymbolRecord> get(const std::string& libraryId,
+                                          const std::string& operationDomain) const {
+        auto it = catalog_.find(makeKey(libraryId, operationDomain));
+        if (it == catalog_.end()) return {};
+        return it->second;
+    }
+
+    bool has(const std::string& libraryId, const std::string& operationDomain) const {
+        auto it = catalog_.find(makeKey(libraryId, operationDomain));
+        return it != catalog_.end() && !it->second.empty();
+    }
+
+    // Total number of symbol records across all keys
+    size_t size() const {
+        size_t total = 0;
+        for (const auto& [k, v] : catalog_) total += v.size();
+        return total;
+    }
+
+    std::vector<LibrarySymbolRecord> allForLibrary(const std::string& libraryId) const {
+        std::vector<LibrarySymbolRecord> result;
+        for (const auto& [k, v] : catalog_) {
+            for (const auto& r : v) {
+                if (r.libraryId == libraryId) result.push_back(r);
+            }
+        }
+        return result;
+    }
+
+    std::vector<LibrarySymbolRecord> allForDomain(const std::string& operationDomain) const {
+        std::vector<LibrarySymbolRecord> result;
+        for (const auto& [k, v] : catalog_) {
+            for (const auto& r : v) {
+                if (r.operationDomain == operationDomain) result.push_back(r);
+            }
+        }
+        return result;
+    }
+
+private:
+    static std::string makeKey(const std::string& lib, const std::string& domain) {
+        return lib + "::" + domain;
+    }
+
+    std::unordered_map<std::string, std::vector<LibrarySymbolRecord>> catalog_;
+};
+
+} // namespace whetstone
diff --git a/editor/src/LibrarySymbolRecord.h b/editor/src/LibrarySymbolRecord.h
new file mode 100644
index 0000000..c116f0e
--- /dev/null
+++ b/editor/src/LibrarySymbolRecord.h
@@ -0,0 +1,19 @@
+#pragma once
+// Step 1968: LibrarySymbolRecord
+// Specific API symbol recommendation for a (library, operationDomain) pair.
+
+#include <string>
+#include <vector>
+
+namespace whetstone {
+
+struct LibrarySymbolRecord {
+    std::string libraryId;       // e.g. "cublas"
+    std::string functionName;    // e.g. "cublasSgemm"
+    std::string signature;       // e.g. "cublasStatus_t cublasSgemm(cublasHandle_t, ...)"
+    std::string operationDomain; // e.g. "compute.matrix"
+    std::string usagePattern;    // example call showing typical invocation
+    std::vector<std::string> caveats; // known footguns or preconditions
+};
+
+} // namespace whetstone
diff --git a/editor/src/Sprint288IntegrationSummary.h b/editor/src/Sprint288IntegrationSummary.h
new file mode 100644
index 0000000..11e4fe2
--- /dev/null
+++ b/editor/src/Sprint288IntegrationSummary.h
@@ -0,0 +1,83 @@
+#pragma once
+// Step 1972: Sprint 288 Integration Summary
+// Steps 1968–1972: LibrarySymbolAdvisor
+//
+//  1968: LibrarySymbolRecord    — functionName/signature/operationDomain/usagePattern/caveats
+//  1969: LibrarySymbolCatalog   — multi-symbol registry per (library, domain)
+//  1970: LSPSymbolExtractor     — parses LSP JSON into LibrarySymbolRecords
+//  1971: LibrarySymbolAdvisor   — returns ranked symbols for (library, domain)
+//  1972: Integration            — CUDA + nlohmann catalog, verify cublasSgemm + json::parse
+
+#include "LibrarySymbolAdvisor.h"
+#include "LibrarySymbolCatalog.h"
+#include <string>
+
+namespace whetstone {
+
+struct Sprint288IntegrationSummary {
+    int  stepsCompleted = 5;
+    bool success        = true;
+    std::string sprintName() const {
+        return "Sprint 288: LibrarySymbolAdvisor";
+    }
+
+    static LibrarySymbolCatalog buildSeedCatalog() {
+        LibrarySymbolCatalog cat;
+
+        // cublas: compute.matrix
+        cat.add({"cublas", "cublasSgemm",
+                 "cublasStatus_t cublasSgemm(cublasHandle_t, cublasOperation_t, cublasOperation_t,"
+                 " int m, int n, int k, const float* alpha, const float* A, int lda,"
+                 " const float* B, int ldb, const float* beta, float* C, int ldc)",
+                 "compute.matrix",
+                 "cublasSgemm(handle, CUBLAS_OP_N, CUBLAS_OP_N, m, n, k, &alpha, A, lda, B, ldb, &beta, C, ldc)",
+                 {"requires-cublasCreate-before-use", "device-memory-only"}});
+        cat.add({"cublas", "cublasDgemm",
+                 "cublasStatus_t cublasDgemm(cublasHandle_t, cublasOperation_t, cublasOperation_t,"
+                 " int m, int n, int k, const double* alpha, const double* A, int lda,"
+                 " const double* B, int ldb, const double* beta, double* C, int ldc)",
+                 "compute.matrix",
+                 "cublasDgemm(handle, CUBLAS_OP_N, CUBLAS_OP_N, m, n, k, &alpha, A, lda, B, ldb, &beta, C, ldc)",
+                 {"double-precision", "requires-cublasCreate-before-use"}});
+
+        // nlohmann_json: serialization.json
+        cat.add({"nlohmann_json", "json::dump",
+                 "std::string nlohmann::json::dump(int indent = -1) const",
+                 "serialization.json",
+                 "std::string s = j.dump(2);  // pretty-print with indent=2",
+                 {}});
+        cat.add({"nlohmann_json", "json::parse",
+                 "static nlohmann::json nlohmann::json::parse(const std::string& s)",
+                 "serialization.json",
+                 "auto j = nlohmann::json::parse(input_string);",
+                 {"throws-parse_error-on-invalid-json"}});
+
+        return cat;
+    }
+
+    static bool verifyCUDALookup(const LibrarySymbolCatalog& cat) {
+        LibrarySymbolAdvisor adv;
+        auto syms = adv.advise("cublas", "compute.matrix", cat);
+        if (syms.empty()) return false;
+        // cublasDgemm < cublasSgemm alphabetically, so [0]=cublasDgemm, [1]=cublasSgemm
+        bool foundSgemm = false;
+        for (const auto& s : syms) {
+            if (s.functionName == "cublasSgemm") { foundSgemm = true; break; }
+        }
+        return foundSgemm;
+    }
+
+    static bool verifyNlohmannLookup(const LibrarySymbolCatalog& cat) {
+        LibrarySymbolAdvisor adv;
+        auto syms = adv.advise("nlohmann_json", "serialization.json", cat);
+        if (syms.empty()) return false;
+        // json::dump < json::parse alphabetically, so [0]=json::dump, [1]=json::parse
+        bool foundParse = false;
+        for (const auto& s : syms) {
+            if (s.functionName == "json::parse") { foundParse = true; break; }
+        }
+        return foundParse;
+    }
+};
+
+} // namespace whetstone
diff --git a/editor/tests/step1968_test.cpp b/editor/tests/step1968_test.cpp
new file mode 100644
index 0000000..71172eb
--- /dev/null
+++ b/editor/tests/step1968_test.cpp
@@ -0,0 +1,80 @@
+// Step 1968: LibrarySymbolRecord
+//
+//  t1: default fields
+//  t2: populated record fields
+//  t3: caveats list
+//  t4: usagePattern field
+//  t5: multiple records for different domains are independent
+
+#include "LibrarySymbolRecord.h"
+#include <iostream>
+
+namespace ws = whetstone;
+static int p = 0, f = 0;
+#define T(n) { std::cout << "  " << #n << "... "; }
+#define P()  { std::cout << "PASS\n"; ++p; }
+#define F(m) { std::cout << "FAIL: " << m << "\n"; ++f; }
+#define C(c, m) if (!(c)) { F(m); return; }
+
+void t1() {
+    T(default_fields_empty);
+    ws::LibrarySymbolRecord r;
+    C(r.libraryId.empty(),       "empty libraryId");
+    C(r.functionName.empty(),    "empty functionName");
+    C(r.signature.empty(),       "empty signature");
+    C(r.operationDomain.empty(), "empty operationDomain");
+    C(r.caveats.empty(),         "empty caveats");
+    P();
+}
+
+void t2() {
+    T(populated_record_fields);
+    ws::LibrarySymbolRecord r;
+    r.libraryId       = "cublas";
+    r.functionName    = "cublasSgemm";
+    r.signature       = "cublasStatus_t cublasSgemm(cublasHandle_t, ...)";
+    r.operationDomain = "compute.matrix";
+    C(r.libraryId == "cublas",         "libraryId");
+    C(r.functionName == "cublasSgemm", "functionName");
+    C(r.operationDomain == "compute.matrix", "operationDomain");
+    C(!r.signature.empty(),            "signature set");
+    P();
+}
+
+void t3() {
+    T(caveats_list);
+    ws::LibrarySymbolRecord r;
+    r.caveats = {"requires-device-memory", "no-automatic-handle"};
+    C(r.caveats.size() == 2,                     "2 caveats");
+    C(r.caveats[0] == "requires-device-memory",  "first caveat");
+    C(r.caveats[1] == "no-automatic-handle",     "second caveat");
+    P();
+}
+
+void t4() {
+    T(usage_pattern_field);
+    ws::LibrarySymbolRecord r;
+    r.libraryId    = "nlohmann_json";
+    r.functionName = "json::parse";
+    r.usagePattern = "auto j = nlohmann::json::parse(input_string);";
+    C(!r.usagePattern.empty(),                    "usagePattern set");
+    C(r.usagePattern.find("parse") != std::string::npos, "contains 'parse'");
+    P();
+}
+
+void t5() {
+    T(records_for_different_domains_independent);
+    ws::LibrarySymbolRecord r1{"cublas", "cublasSgemm", "sig1", "compute.matrix",    "", {}};
+    ws::LibrarySymbolRecord r2{"cublas", "cublasDnorm", "sig2", "compute.statistics","", {}};
+    C(r1.libraryId == r2.libraryId,               "same library");
+    C(r1.operationDomain != r2.operationDomain,   "different domains");
+    C(r1.functionName != r2.functionName,         "different functions");
+    P();
+}
+
+int main() {
+    std::cout << "Step 1968: LibrarySymbolRecord\n";
+    t1(); t2(); t3(); t4(); t5();
+    std::cout << "\n" << p << "/" << (p + f) << " passed\n";
+    return f > 0 ? 1 : 0;
+}
diff --git a/editor/tests/step1969_test.cpp b/editor/tests/step1969_test.cpp
new file mode 100644
index 0000000..5bace63
--- /dev/null
+++ b/editor/tests/step1969_test.cpp
@@ -0,0 +1,86 @@
+// Step 1969: LibrarySymbolCatalog
+//
+//  t1: add and has
+//  t2: get returns all records for (library, domain)
+//  t3: get returns empty for unknown pair
+//  t4: allForLibrary and allForDomain
+//  t5: size counts total records across all keys
+
+#include "LibrarySymbolCatalog.h"
+#include <iostream>
+
+namespace ws = whetstone;
+static int p = 0, f = 0;
+#define T(n) { std::cout << "  " << #n << "... "; }
+#define P()  { std::cout << "PASS\n"; ++p; }
+#define F(m) { std::cout << "FAIL: " << m << "\n"; ++f; }
+#define C(c, m) if (!(c)) { F(m); return; }
+
+static ws::LibrarySymbolCatalog makeCatalog() {
+    ws::LibrarySymbolCatalog cat;
+    cat.add({"cublas", "cublasSgemm", "sig_sgemm", "compute.matrix", "", {}});
+    cat.add({"cublas", "cublasDgemm", "sig_dgemm", "compute.matrix", "", {}});
+    cat.add({"nlohmann_json", "json::parse", "sig_parse", "serialization.json", "", {}});
+    cat.add({"nlohmann_json", "json::dump",  "sig_dump",  "serialization.json", "", {}});
+    cat.add({"thrust", "thrust::sort", "sig_sort", "compute.parallel", "", {}});
+    return cat;
+}
+
+void t1() {
+    T(add_and_has);
+    ws::LibrarySymbolCatalog cat;
+    C(!cat.has("cublas", "compute.matrix"), "not present before add");
+    cat.add({"cublas", "cublasSgemm", "sig", "compute.matrix", "", {}});
+    C(cat.has("cublas", "compute.matrix"),  "present after add");
+    C(!cat.has("cublas", "serialization.json"), "different domain not present");
+    P();
+}
+
+void t2() {
+    T(get_returns_all_for_pair);
+    auto cat = makeCatalog();
+    auto cublas_matrix = cat.get("cublas", "compute.matrix");
+    C(cublas_matrix.size() == 2, "2 cublas/compute.matrix records");
+    auto nlohmann_json = cat.get("nlohmann_json", "serialization.json");
+    C(nlohmann_json.size() == 2, "2 nlohmann/serialization.json records");
+    P();
+}
+
+void t3() {
+    T(get_returns_empty_for_unknown_pair);
+    auto cat = makeCatalog();
+    auto none = cat.get("unknown_lib", "compute.matrix");
+    C(none.empty(), "empty for unknown library");
+    auto none2 = cat.get("cublas", "serialization.json");
+    C(none2.empty(), "empty for domain cublas has no symbols in");
+    C(!cat.has("cublas", "serialization.json"), "has() false");
+    P();
+}
+
+void t4() {
+    T(allForLibrary_and_allForDomain);
+    auto cat = makeCatalog();
+    auto cublas_all = cat.allForLibrary("cublas");
+    C(cublas_all.size() == 2, "2 cublas records total");
+    auto matrix_all = cat.allForDomain("compute.matrix");
+    C(matrix_all.size() == 2, "2 compute.matrix records");
+    auto thrust_all = cat.allForLibrary("thrust");
+    C(thrust_all.size() == 1, "1 thrust record");
+    P();
+}
+
+void t5() {
+    T(size_counts_all_records);
+    auto cat = makeCatalog();
+    C(cat.size() == 5, "5 total records, got " + std::to_string(cat.size()));
+    ws::LibrarySymbolCatalog empty;
+    C(empty.size() == 0, "empty catalog size 0");
+    P();
+}
+
+int main() {
+    std::cout << "Step 1969: LibrarySymbolCatalog\n";
+    t1(); t2(); t3(); t4(); t5();
+    std::cout << "\n" << p << "/" << (p + f) << " passed\n";
+    return f > 0 ? 1 : 0;
+}
diff --git a/editor/tests/step1970_test.cpp b/editor/tests/step1970_test.cpp
new file mode 100644
index 0000000..97b63a1
--- /dev/null
+++ b/editor/tests/step1970_test.cpp
@@ -0,0 +1,97 @@
+// Step 1970: LSPSymbolExtractor
+//
+//  t1: parses valid JSON into correct records
+//  t2: functionName and signature populated from JSON
+//  t3: caveats array parsed correctly
+//  t4: returns error for invalid JSON
+//  t5: empty symbols array produces empty records; missing name skipped
+
+#include "LSPSymbolExtractor.h"
+#include <iostream>
+#include <string>
+
+namespace ws = whetstone;
+static int p = 0, f = 0;
+#define T(n) { std::cout << "  " << #n << "... "; }
+#define P()  { std::cout << "PASS\n"; ++p; }
+#define F(m) { std::cout << "FAIL: " << m << "\n"; ++f; }
+#define C(c, m) if (!(c)) { F(m); return; }
+
+// Use named delimiter to avoid R"(...)"-terminator collision with JSON content.
+static const std::string CUBLAS_JSON = R"JSON({
+  "symbols": [
+    {"name": "cublasSgemm", "signature": "cublasStatus_t cublasSgemm(...)", "usage": "cublasSgemm(handle, ...)"},
+    {"name": "cublasDgemm", "signature": "cublasStatus_t cublasDgemm(...)"}
+  ]
+})JSON";
+
+void t1() {
+    T(parses_valid_json_into_records);
+    ws::LSPSymbolExtractor ex;
+    auto res = ex.extract("cublas", "compute.matrix", CUBLAS_JSON);
+    C(res.success,               "success");
+    C(res.error.empty(),         "no error");
+    C(res.records.size() == 2,   "2 records parsed");
+    C(res.records[0].libraryId == "cublas",       "libraryId set");
+    C(res.records[0].operationDomain == "compute.matrix", "domain set");
+    P();
+}
+
+void t2() {
+    T(functionName_and_signature_populated);
+    ws::LSPSymbolExtractor ex;
+    auto res = ex.extract("cublas", "compute.matrix", CUBLAS_JSON);
+    C(res.records[0].functionName == "cublasSgemm",                        "first functionName");
+    C(res.records[0].signature.find("cublasSgemm") != std::string::npos,   "first signature");
+    C(res.records[0].usagePattern.find("handle") != std::string::npos,     "usagePattern");
+    C(res.records[1].functionName == "cublasDgemm",                        "second functionName");
+    P();
+}
+
+void t3() {
+    T(caveats_array_parsed);
+    const std::string json = R"JSON({"symbols": [
+      {"name": "myFunc", "signature": "void myFunc()",
+       "caveats": ["must-call-init-first", "not-thread-safe"]}
+    ]})JSON";
+    ws::LSPSymbolExtractor ex;
+    auto res = ex.extract("mylib", "mydom", json);
+    C(res.success,                               "success");
+    C(res.records.size() == 1,                   "1 record");
+    C(res.records[0].caveats.size() == 2,        "2 caveats");
+    C(res.records[0].caveats[0] == "must-call-init-first", "first caveat");
+    P();
+}
+
+void t4() {
+    T(returns_error_for_invalid_json);
+    ws::LSPSymbolExtractor ex;
+    auto res = ex.extract("lib", "dom", "{ not valid json !!!");
+    C(!res.success,        "failure for invalid json");
+    C(!res.error.empty(),  "error message set");
+    C(res.records.empty(), "no records on error");
+    // Missing symbols key
+    auto res2 = ex.extract("lib", "dom", R"JSON({"other": []})JSON");
+    C(!res2.success,       "failure for missing symbols key");
+    P();
+}
+
+void t5() {
+    T(empty_symbols_and_missing_name_skipped);
+    ws::LSPSymbolExtractor ex;
+    auto res = ex.extract("lib", "dom", R"JSON({"symbols": []})JSON");
+    C(res.success,          "success for empty array");
+    C(res.records.empty(),  "no records for empty array");
+    // Symbol with empty name skipped
+    auto res2 = ex.extract("lib", "dom", R"JSON({"symbols": [{"name": "", "signature": "sig"}]})JSON");
+    C(res2.success,          "success");
+    C(res2.records.empty(),  "empty-name record skipped");
+    P();
+}
+
+int main() {
+    std::cout << "Step 1970: LSPSymbolExtractor\n";
+    t1(); t2(); t3(); t4(); t5();
+    std::cout << "\n" << p << "/" << (p + f) << " passed\n";
+    return f > 0 ? 1 : 0;
+}
diff --git a/editor/tests/step1971_test.cpp b/editor/tests/step1971_test.cpp
new file mode 100644
index 0000000..341982e
--- /dev/null
+++ b/editor/tests/step1971_test.cpp
@@ -0,0 +1,98 @@
+// Step 1971: LibrarySymbolAdvisor
+//
+//  t1: advise returns symbols sorted by functionName
+//  t2: advise returns empty for unknown pair
+//  t3: topSymbol returns first alphabetically
+//  t4: multiple symbols correctly ordered
+//  t5: advisee scoped to exact (library, domain) pair
+
+#include "LibrarySymbolAdvisor.h"
+#include "LibrarySymbolCatalog.h"
+#include <iostream>
+
+namespace ws = whetstone;
+static int p = 0, f = 0;
+#define T(n) { std::cout << "  " << #n << "... "; }
+#define P()  { std::cout << "PASS\n"; ++p; }
+#define F(m) { std::cout << "FAIL: " << m << "\n"; ++f; }
+#define C(c, m) if (!(c)) { F(m); return; }
+
+static ws::LibrarySymbolCatalog makeCatalog() {
+    ws::LibrarySymbolCatalog cat;
+    cat.add({"cublas", "cublasSgemm", "sig_s", "compute.matrix", "", {}});
+    cat.add({"cublas", "cublasDgemm", "sig_d", "compute.matrix", "", {}});
+    cat.add({"nlohmann_json", "json::parse", "sig_p", "serialization.json", "", {}});
+    cat.add({"nlohmann_json", "json::dump",  "sig_du","serialization.json", "", {}});
+    return cat;
+}
+
+void t1() {
+    T(advise_sorted_by_functionName);
+    auto cat = makeCatalog();
+    ws::LibrarySymbolAdvisor adv;
+    auto syms = adv.advise("cublas", "compute.matrix", cat);
+    C(syms.size() == 2,                    "2 cublas symbols");
+    // cublasDgemm < cublasSgemm alphabetically
+    C(syms[0].functionName == "cublasDgemm", "Dgemm first (D < S)");
+    C(syms[1].functionName == "cublasSgemm", "Sgemm second");
+    P();
+}
+
+void t2() {
+    T(advise_empty_for_unknown_pair);
+    auto cat = makeCatalog();
+    ws::LibrarySymbolAdvisor adv;
+    auto syms = adv.advise("unknown_lib", "compute.matrix", cat);
+    C(syms.empty(), "empty for unknown library");
+    auto syms2 = adv.advise("cublas", "serialization.json", cat);
+    C(syms2.empty(), "empty for domain cublas has no symbols in");
+    P();
+}
+
+void t3() {
+    T(topSymbol_returns_first_alphabetically);
+    auto cat = makeCatalog();
+    ws::LibrarySymbolAdvisor adv;
+    auto top = adv.topSymbol("nlohmann_json", "serialization.json", cat);
+    C(top.has_value(),                      "has top symbol");
+    // json::dump < json::parse alphabetically
+    C(top->functionName == "json::dump",    "json::dump is top (d < p)");
+    auto none = adv.topSymbol("missing", "missing", cat);
+    C(!none.has_value(),                    "nullopt for missing pair");
+    P();
+}
+
+void t4() {
+    T(nlohmann_symbols_correct_order);
+    auto cat = makeCatalog();
+    ws::LibrarySymbolAdvisor adv;
+    auto syms = adv.advise("nlohmann_json", "serialization.json", cat);
+    C(syms.size() == 2,                    "2 nlohmann symbols");
+    C(syms[0].functionName == "json::dump",  "dump first (d < p)");
+    C(syms[1].functionName == "json::parse", "parse second");
+    // Both symbols in serialization.json (parse IS present)
+    bool hasParse = false;
+    for (const auto& s : syms) if (s.functionName == "json::parse") hasParse = true;
+    C(hasParse, "json::parse present in results");
+    P();
+}
+
+void t5() {
+    T(advise_scoped_to_exact_pair);
+    auto cat = makeCatalog();
+    ws::LibrarySymbolAdvisor adv;
+    // cublas symbols only in compute.matrix, not compute.parallel
+    auto par = adv.advise("cublas", "compute.parallel", cat);
+    C(par.empty(), "no cublas/compute.parallel symbols");
+    // nlohmann symbols only in serialization.json, not serialization.binary
+    auto bin = adv.advise("nlohmann_json", "serialization.binary", cat);
+    C(bin.empty(), "no nlohmann/serialization.binary symbols");
+    P();
+}
+
+int main() {
+    std::cout << "Step 1971: LibrarySymbolAdvisor\n";
+    t1(); t2(); t3(); t4(); t5();
+    std::cout << "\n" << p << "/" << (p + f) << " passed\n";
+    return f > 0 ? 1 : 0;
+}
diff --git a/editor/tests/step1972_test.cpp b/editor/tests/step1972_test.cpp
new file mode 100644
index 0000000..8f9a939
--- /dev/null
+++ b/editor/tests/step1972_test.cpp
@@ -0,0 +1,82 @@
+// Step 1972: Sprint 288 Integration
+//
+//  t1: buildSeedCatalog has cublas and nlohmann entries
+//  t2: cublasSgemm found for (cublas, compute.matrix)
+//  t3: json::parse found for (nlohmann_json, serialization.json)
+//  t4: verifyCUDALookup and verifyNlohmannLookup both pass
+//  t5: Sprint288IntegrationSummary metadata correct
+
+#include "Sprint288IntegrationSummary.h"
+#include <iostream>
+#include <algorithm>
+
+namespace ws = whetstone;
+static int p = 0, f = 0;
+#define T(n) { std::cout << "  " << #n << "... "; }
+#define P()  { std::cout << "PASS\n"; ++p; }
+#define F(m) { std::cout << "FAIL: " << m << "\n"; ++f; }
+#define C(c, m) if (!(c)) { F(m); return; }
+
+void t1() {
+    T(seed_catalog_has_cublas_and_nlohmann);
+    auto cat = ws::Sprint288IntegrationSummary::buildSeedCatalog();
+    C(cat.has("cublas", "compute.matrix"),             "cublas/compute.matrix");
+    C(cat.has("nlohmann_json", "serialization.json"),  "nlohmann_json/serialization.json");
+    C(cat.size() == 4,  "4 total records, got " + std::to_string(cat.size()));
+    P();
+}
+
+void t2() {
+    T(cublasSgemm_found_for_cublas_compute_matrix);
+    auto cat = ws::Sprint288IntegrationSummary::buildSeedCatalog();
+    ws::LibrarySymbolAdvisor adv;
+    auto syms = adv.advise("cublas", "compute.matrix", cat);
+    C(syms.size() == 2, "2 cublas/compute.matrix symbols");
+    bool hasSgemm = false;
+    for (const auto& s : syms) if (s.functionName == "cublasSgemm") hasSgemm = true;
+    C(hasSgemm, "cublasSgemm present");
+    // Verify signature mentions handle
+    for (const auto& s : syms) {
+        if (s.functionName == "cublasSgemm") {
+            C(s.signature.find("cublasHandle_t") != std::string::npos, "signature has handle");
+            C(!s.caveats.empty(), "cublasSgemm has caveats");
+        }
+    }
+    P();
+}
+
+void t3() {
+    T(json_parse_found_for_nlohmann_serialization_json);
+    auto cat = ws::Sprint288IntegrationSummary::buildSeedCatalog();
+    ws::LibrarySymbolAdvisor adv;
+    auto syms = adv.advise("nlohmann_json", "serialization.json", cat);
+    C(syms.size() == 2, "2 nlohmann/serialization.json symbols");
+    bool hasParse = false;
+    for (const auto& s : syms) if (s.functionName == "json::parse") hasParse = true;
+    C(hasParse, "json::parse present");
+    P();
+}
+
+void t4() {
+    T(verify_CUDA_and_nlohmann_lookups_pass);
+    auto cat = ws::Sprint288IntegrationSummary::buildSeedCatalog();
+    C(ws::Sprint288IntegrationSummary::verifyCUDALookup(cat),     "verifyCUDALookup");
+    C(ws::Sprint288IntegrationSummary::verifyNlohmannLookup(cat), "verifyNlohmannLookup");
+    P();
+}
+
+void t5() {
+    T(sprint288_metadata);
+    ws::Sprint288IntegrationSummary s;
+    C(s.stepsCompleted == 5, "5 steps");
+    C(s.success,             "success");
+    C(s.sprintName() == "Sprint 288: LibrarySymbolAdvisor", "name");
+    P();
+}
+
+int main() {
+    std::cout << "Step 1972: Sprint 288 Integration\n";
+    t1(); t2(); t3(); t4(); t5();
+    std::cout << "\n" << p << "/" << (p + f) << " passed\n";
+    return f > 0 ? 1 : 0;
+}