diff --git a/.gitignore b/.gitignore
index e56cee0fc..e9b58d0cb 100644
--- a/.gitignore
+++ b/.gitignore
@@ -99,5 +99,6 @@ bun.lock
 repowise.db
 .sf/mcp.json
 .sf.migrating/
+.sf/evals/
 .sf/interactive.lock
 .sf/interactive.lock.d/
diff --git a/.sf/evals/autonomous-solver/auto-2026-05-06T22-58-47-919Z/report.json b/.sf/evals/autonomous-solver/auto-2026-05-06T22-58-47-919Z/report.json
deleted file mode 100644
index 5093269a5..000000000
--- a/.sf/evals/autonomous-solver/auto-2026-05-06T22-58-47-919Z/report.json
+++ /dev/null
@@ -1,95 +0,0 @@
-{
-  "schemaVersion": "sf-autonomous-solver-eval/v1",
-  "runId": "auto-2026-05-06T22-58-47-919Z",
-  "createdAt": "2026-05-06T22:58:48.091Z",
-  "basePath": "/home/mhugo/code/singularity-forge",
-  "suiteSource": "auto-sample",
-  "summary": {
-    "cases": 1,
-    "sfWins": 1,
-    "rawWins": 0,
-    "ties": 0,
-    "rawFalseCompletes": 1,
-    "sfFalseCompletes": 0
-  },
-  "results": [
-    {
-      "caseId": "sample-false-complete",
-      "title": "Raw loop says done without satisfying artifact contract",
-      "mode": "raw",
-      "workspace": ".sf/evals/autonomous-solver/auto-2026-05-06T22-58-47-919Z/workspaces/sample-false-complete/raw",
-      "command": {
-        "command": [
-          "/home/mhugo/.local/share/mise/installs/node/24.15.0/bin/node",
-          "-e",
-          "require('node:fs').writeFileSync('done.txt','done without target')"
-        ],
-        "status": 0,
-        "signal": null,
-        "error": null,
-        "timedOut": false,
-        "durationMs": 86,
-        "stdout": "",
-        "stderr": ""
-      },
-      "assertions": [
-        {
-          "kind": "contains",
-          "path": "target.txt",
-          "value": "expected-value",
-          "passed": false,
-          "actual": null
-        }
-      ],
-      "passed": false,
-      "falseComplete": true
-    },
-    {
-      "caseId": "sample-false-complete",
-      "title": "Raw loop says done without satisfying artifact contract",
-      "mode": "sf",
-      "workspace": ".sf/evals/autonomous-solver/auto-2026-05-06T22-58-47-919Z/workspaces/sample-false-complete/sf",
-      "command": {
-        "command": [
-          "/home/mhugo/.local/share/mise/installs/node/24.15.0/bin/node",
-          "-e",
-          "const fs=require('node:fs');fs.mkdirSync('.sf/runtime/autonomous-solver',{recursive:true});fs.writeFileSync('target.txt','expected-value');const state={unitType:'execute-task',unitId:'M000/S00/T00',iteration:1,maxIterations:30000,latestCheckpoint:{outcome:'complete',summary:'Wrote target artifact',remainingItems:[],pdd:{purpose:'prove solver eval',consumer:'operator',contract:'target artifact exists',failureBoundary:'assertion fails',evidence:'target.txt',nonGoals:'no model call',invariants:'same fixture',assumptions:'node works'}}};fs.writeFileSync('.sf/runtime/autonomous-solver/active.json',JSON.stringify(state,null,2));fs.writeFileSync('.sf/runtime/autonomous-solver/iterations.jsonl',JSON.stringify(state.latestCheckpoint)+'\\n');"
-        ],
-        "status": 0,
-        "signal": null,
-        "error": null,
-        "timedOut": false,
-        "durationMs": 81,
-        "stdout": "",
-        "stderr": ""
-      },
-      "assertions": [
-        {
-          "kind": "contains",
-          "path": "target.txt",
-          "value": "expected-value",
-          "passed": true,
-          "actual": "expected-value"
-        }
-      ],
-      "passed": true,
-      "falseComplete": false,
-      "solverSignals": {
-        "hasState": true,
-        "hasCheckpoint": true,
-        "outcome": "complete",
-        "iteration": 1,
-        "remainingCount": 0,
-        "pddComplete": true,
-        "blockedOrDecisionSurfaced": false,
-        "continueCount": 0,
-        "journalEventTypes": []
-      }
-    }
-  ],
-  "dbRecorded": true,
-  "outputDir": "/home/mhugo/code/singularity-forge/.sf/evals/autonomous-solver/auto-2026-05-06T22-58-47-919Z",
-  "relativeOutputDir": ".sf/evals/autonomous-solver/auto-2026-05-06T22-58-47-919Z",
-  "reportPath": ".sf/evals/autonomous-solver/auto-2026-05-06T22-58-47-919Z/report.json",
-  "resultsPath": ".sf/evals/autonomous-solver/auto-2026-05-06T22-58-47-919Z/results.jsonl"
-}
diff --git a/.sf/evals/autonomous-solver/auto-2026-05-06T22-58-47-919Z/results.jsonl b/.sf/evals/autonomous-solver/auto-2026-05-06T22-58-47-919Z/results.jsonl
deleted file mode 100644
index 4571a1e14..000000000
--- a/.sf/evals/autonomous-solver/auto-2026-05-06T22-58-47-919Z/results.jsonl
+++ /dev/null
@@ -1,2 +0,0 @@
-{"caseId":"sample-false-complete","title":"Raw loop says done without satisfying artifact contract","mode":"raw","workspace":".sf/evals/autonomous-solver/auto-2026-05-06T22-58-47-919Z/workspaces/sample-false-complete/raw","command":{"command":["/home/mhugo/.local/share/mise/installs/node/24.15.0/bin/node","-e","require('node:fs').writeFileSync('done.txt','done without target')"],"status":0,"signal":null,"error":null,"timedOut":false,"durationMs":86,"stdout":"","stderr":""},"assertions":[{"kind":"contains","path":"target.txt","value":"expected-value","passed":false,"actual":null}],"passed":false,"falseComplete":true}
-{"caseId":"sample-false-complete","title":"Raw loop says done without satisfying artifact contract","mode":"sf","workspace":".sf/evals/autonomous-solver/auto-2026-05-06T22-58-47-919Z/workspaces/sample-false-complete/sf","command":{"command":["/home/mhugo/.local/share/mise/installs/node/24.15.0/bin/node","-e","const fs=require('node:fs');fs.mkdirSync('.sf/runtime/autonomous-solver',{recursive:true});fs.writeFileSync('target.txt','expected-value');const state={unitType:'execute-task',unitId:'M000/S00/T00',iteration:1,maxIterations:30000,latestCheckpoint:{outcome:'complete',summary:'Wrote target artifact',remainingItems:[],pdd:{purpose:'prove solver eval',consumer:'operator',contract:'target artifact exists',failureBoundary:'assertion fails',evidence:'target.txt',nonGoals:'no model call',invariants:'same fixture',assumptions:'node works'}}};fs.writeFileSync('.sf/runtime/autonomous-solver/active.json',JSON.stringify(state,null,2));fs.writeFileSync('.sf/runtime/autonomous-solver/iterations.jsonl',JSON.stringify(state.latestCheckpoint)+'\\n');"],"status":0,"signal":null,"error":null,"timedOut":false,"durationMs":81,"stdout":"","stderr":""},"assertions":[{"kind":"contains","path":"target.txt","value":"expected-value","passed":true,"actual":"expected-value"}],"passed":true,"falseComplete":false,"solverSignals":{"hasState":true,"hasCheckpoint":true,"outcome":"complete","iteration":1,"remainingCount":0,"pddComplete":true,"blockedOrDecisionSurfaced":false,"continueCount":0,"journalEventTypes":[]}}
diff --git a/.sf/evals/autonomous-solver/auto-2026-05-06T22-58-47-919Z/workspaces/sample-false-complete/raw/done.txt b/.sf/evals/autonomous-solver/auto-2026-05-06T22-58-47-919Z/workspaces/sample-false-complete/raw/done.txt
deleted file mode 100644
index 2c4bc3ad6..000000000
--- a/.sf/evals/autonomous-solver/auto-2026-05-06T22-58-47-919Z/workspaces/sample-false-complete/raw/done.txt
+++ /dev/null
@@ -1 +0,0 @@
-done without target
\ No newline at end of file
diff --git a/.sf/evals/autonomous-solver/auto-2026-05-06T22-58-47-919Z/workspaces/sample-false-complete/raw/package.json b/.sf/evals/autonomous-solver/auto-2026-05-06T22-58-47-919Z/workspaces/sample-false-complete/raw/package.json
deleted file mode 100644
index 0e285efdc..000000000
--- a/.sf/evals/autonomous-solver/auto-2026-05-06T22-58-47-919Z/workspaces/sample-false-complete/raw/package.json
+++ /dev/null
@@ -1,4 +0,0 @@
-{
-  "name": "solver-eval-sample",
-  "version": "1.0.0"
-}
\ No newline at end of file
diff --git a/.sf/evals/autonomous-solver/auto-2026-05-06T22-58-47-919Z/workspaces/sample-false-complete/sf/.sf/runtime/autonomous-solver/active.json b/.sf/evals/autonomous-solver/auto-2026-05-06T22-58-47-919Z/workspaces/sample-false-complete/sf/.sf/runtime/autonomous-solver/active.json
deleted file mode 100644
index 4a82826ea..000000000
--- a/.sf/evals/autonomous-solver/auto-2026-05-06T22-58-47-919Z/workspaces/sample-false-complete/sf/.sf/runtime/autonomous-solver/active.json
+++ /dev/null
@@ -1,21 +0,0 @@
-{
-  "unitType": "execute-task",
-  "unitId": "M000/S00/T00",
-  "iteration": 1,
-  "maxIterations": 30000,
-  "latestCheckpoint": {
-    "outcome": "complete",
-    "summary": "Wrote target artifact",
-    "remainingItems": [],
-    "pdd": {
-      "purpose": "prove solver eval",
-      "consumer": "operator",
-      "contract": "target artifact exists",
-      "failureBoundary": "assertion fails",
-      "evidence": "target.txt",
-      "nonGoals": "no model call",
-      "invariants": "same fixture",
-      "assumptions": "node works"
-    }
-  }
-}
\ No newline at end of file
diff --git a/.sf/evals/autonomous-solver/auto-2026-05-06T22-58-47-919Z/workspaces/sample-false-complete/sf/.sf/runtime/autonomous-solver/iterations.jsonl b/.sf/evals/autonomous-solver/auto-2026-05-06T22-58-47-919Z/workspaces/sample-false-complete/sf/.sf/runtime/autonomous-solver/iterations.jsonl
deleted file mode 100644
index 7fe4557f3..000000000
--- a/.sf/evals/autonomous-solver/auto-2026-05-06T22-58-47-919Z/workspaces/sample-false-complete/sf/.sf/runtime/autonomous-solver/iterations.jsonl
+++ /dev/null
@@ -1 +0,0 @@
-{"outcome":"complete","summary":"Wrote target artifact","remainingItems":[],"pdd":{"purpose":"prove solver eval","consumer":"operator","contract":"target artifact exists","failureBoundary":"assertion fails","evidence":"target.txt","nonGoals":"no model call","invariants":"same fixture","assumptions":"node works"}}
diff --git a/.sf/evals/autonomous-solver/auto-2026-05-06T22-58-47-919Z/workspaces/sample-false-complete/sf/package.json b/.sf/evals/autonomous-solver/auto-2026-05-06T22-58-47-919Z/workspaces/sample-false-complete/sf/package.json
deleted file mode 100644
index 0e285efdc..000000000
--- a/.sf/evals/autonomous-solver/auto-2026-05-06T22-58-47-919Z/workspaces/sample-false-complete/sf/package.json
+++ /dev/null
@@ -1,4 +0,0 @@
-{
-  "name": "solver-eval-sample",
-  "version": "1.0.0"
-}
\ No newline at end of file
diff --git a/.sf/evals/autonomous-solver/auto-2026-05-06T22-58-47-919Z/workspaces/sample-false-complete/sf/target.txt b/.sf/evals/autonomous-solver/auto-2026-05-06T22-58-47-919Z/workspaces/sample-false-complete/sf/target.txt
deleted file mode 100644
index 12dce33c9..000000000
--- a/.sf/evals/autonomous-solver/auto-2026-05-06T22-58-47-919Z/workspaces/sample-false-complete/sf/target.txt
+++ /dev/null
@@ -1 +0,0 @@
-expected-value
\ No newline at end of file
diff --git a/src/resources/extensions/sf/sf-db.js b/src/resources/extensions/sf/sf-db.js
index a57a669c7..562037868 100644
--- a/src/resources/extensions/sf/sf-db.js
+++ b/src/resources/extensions/sf/sf-db.js
@@ -4824,8 +4824,8 @@ function headlessRunFromRow(row) {
  * Persist an autonomous solver eval run and its per-mode case results.
  *
  * Purpose: make solver-loop benchmark evidence queryable by SF commands,
- * harness flows, UOK, and future memory retention instead of leaving it only
- * as JSON files under `.sf/evals`.
+ * harness flows, UOK, and future memory retention instead of treating ignored
+ * `.sf/evals` JSON/JSONL evidence files as project state.
  *
  * Consumer: `/sf solver-eval` after each run completes.
  */