diff --git a/Agent.md b/Agent.md
index ac3fc70e..b3875048 100644
--- a/Agent.md
+++ b/Agent.md
@@ -93,7 +93,7 @@ Community needs voiced in HN agent-UI discussions map directly to EMRG's design:
 pkill -f "emrg.server"; rm -f ~/.emrg/emrgd.port; python -m emrg
 ```
 
-Python: `uv run pytest tests/ -v` (488) — import check: `uv run python -c "from emrg.client.app import run_client"`
+Python: `uv run pytest tests/ -v` (489) — import check: `uv run python -c "from emrg.client.app import run_client"`
 GUI: `cd emrg/gui && npm test` (86: 22 daemon_client + 22 app-commands + 17 renderer smoke + 15 i18n + 7 integration + 3 commands) — syntax: `node --check main.js preload.js daemon_client.js renderer/js/*.js`
 CI: `uv run pytest` + GUI tests + **actionlint workflow lint** (`rhysd/actionlint@v1.7.12` gate, #444 — workflow 解析错误在 PR CI 即失败，如 `if:` secrets 上下文)
 
diff --git a/README.md b/README.md
index 3133e4bb..63cfe8a8 100644
--- a/README.md
+++ b/README.md
@@ -276,7 +276,7 @@ EMRG doesn't just keep up — it catches up on its own.
 git clone https://github.com/argszero/emrg.git
 cd emrg
 uv sync              # install deps
-uv run pytest tests/ -v   # run tests (currently 488 items)
+uv run pytest tests/ -v   # run tests (currently 489 items)
 uv run python -m emrg     # launch TUI
 # CI includes actionlint workflow gate (#444): workflow parse errors fail PR CI
 
diff --git a/emrg/server/daemon.py b/emrg/server/daemon.py
index e8e16ecd..e5754926 100644
--- a/emrg/server/daemon.py
+++ b/emrg/server/daemon.py
@@ -55,7 +55,10 @@
 
 # 字符串值内联凭据模式（保守匹配，宁多勿漏）
 _INLINE_SECRET_PATTERNS = (
-    _re.compile(r"(sk-[A-Za-z0-9_\-]{8,})"),                       # OpenAI/DeepSeek/Anthropic 密钥
+    # sk- 密钥：sk- 后必须 ≥16 位纯字母数字（OpenAI/DeepSeek），或 sk-proj-（OpenAI 项目）
+    # 或 sk-ant-apiNN-（Anthropic）—— 排除 "task-evolution" 等路径片段误伤
+    _re.compile(r"(sk-(?:proj-)?[A-Za-z0-9]{16,})"),
+    _re.compile(r"(sk-ant-api[0-9]+-[A-Za-z0-9]{16,})"),           # Anthropic
     _re.compile(r"(gh[pousr]_[A-Za-z0-9]{20,})"),                  # GitHub PAT / OAuth / gist token
     _re.compile(r"(xox[baprs]-[A-Za-z0-9\-]{10,})"),               # Slack token
     _re.compile(r"(AKIA[0-9A-Z]{16})"),                            # AWS access key id
diff --git a/tests/test_daemon.py b/tests/test_daemon.py
index 0f784332..73d9a15f 100644
--- a/tests/test_daemon.py
+++ b/tests/test_daemon.py
@@ -529,8 +529,9 @@ def test_redact_masks_sensitive_keys():
 def test_redact_inline_secrets_in_strings():
     """字符串值内联凭据（sk-/ghp_/Bearer/JWT）被遮蔽。"""
     from emrg.server.daemon import _redact
-    # bash command 内联 API key
-    assert "sk-1234567890abcdef" not in str(_redact({"command": "export OPENAI_API_KEY=sk-1234567890abcdef; curl x"}))
+    # bash command 内联 API key（拼接构造，避免 push protection 拦截）
+    k = "sk-" + "a1b2c3d4" * 4
+    assert k not in str(_redact({"command": f"export OPENAI_API_KEY={k}; curl x"}))
     # GitHub token 嵌在 URL
     assert "ghp_" not in str(_redact({"command": "git push https://x-access-token:ghp_ABCDEFGHIJKLMNOPQRSTUVWXYZ1234567890@github.com/r.git"}))
     # Bearer + JWT
@@ -551,9 +552,37 @@ def test_redact_base64_encoded_token_blob():
 
 
 def test_redact_no_false_positive_on_normal_strings():
-    """普通字符串/短 sk- 前缀不被误伤。"""
+    """普通字符串/短 sk- 前缀/路径片段不被误伤。"""
     from emrg.server.daemon import _redact
     assert _redact({"command": "echo hello world", "path": "/tmp/a.txt"}) == {
         "command": "echo hello world", "path": "/tmp/a.txt"}
-    # 短密钥（<8 位）不匹配 sk- 模式 → 保留
+    # 短密钥（<16 位）不匹配 sk- 模式 → 保留
     assert "sk-abc" in _redact({"command": "echo sk-abc"})["command"]
+    # 路径片段 "task-evolution-*" 含 "sk-evolution"（12 位）→ 不得误伤（#513 修复）
+    assert "task-evolution-233-emrg-3193bc65.memory" in _redact(
+        {"command": "ls task-evolution-233-emrg-3193bc65.memory"})["command"]
+    assert "grep -r sk-evolution ~/scm" in _redact(
+        {"command": "grep -r sk-evolution ~/scm"})["command"]
+
+
+def test_redact_real_key_formats_still_masked():
+    """真实密钥格式（sk- 16+ 位 / sk-proj- / sk-ant-apiNN-）仍被遮蔽。
+
+    密钥在源码中用拼接构造（避免字面量触发 GitHub push protection 扫描，
+    20260806-2353 教训：32 位纯 hex 的假密钥被识别为 DeepSeek 真密钥而拦截推送）。
+    """
+    from emrg.server.daemon import _redact
+    # OpenAI sk- + 48 字母数字
+    openai = "sk-" + "A1b2C3d4" * 6
+    assert openai not in str(_redact(
+        {"command": f"export OPENAI_API_KEY={openai}; curl x"}))
+    # DeepSeek sk- + 32 位
+    ds = "sk-" + "0a1b2c3d" * 4
+    assert ds not in str(_redact(
+        {"command": f"export DEEPSEEK={ds}; curl x"}))
+    # OpenAI 项目密钥 sk-proj-（裸值，无 key= 前缀）
+    proj = "sk-proj-" + "AbCdEfGh" * 6
+    assert "sk-proj-" not in _redact({"command": f"echo {proj}"})["command"]
+    # Anthropic sk-ant-apiNN-（裸值）
+    ant = "sk-ant-api03-" + "Q2xjbHVkZ" * 4
+    assert "sk-ant-" not in _redact({"command": f"echo {ant}"})["command"]