From 164ae02929894f0f0037c5c05d9b04282238a2f5 Mon Sep 17 00:00:00 2001
From: m3taversal <m3taversal@gmail.com>
Date: Thu, 5 Mar 2026 21:09:39 +0000
Subject: [PATCH 01/10] Auto: 3 files |  3 files changed, 3 insertions(+)

---
 ops/sessions/20260305-204323.json | 1 +
 ops/sessions/20260305-204453.json | 1 +
 ops/sessions/20260305-210839.json | 1 +
 3 files changed, 3 insertions(+)
 create mode 100644 ops/sessions/20260305-204323.json
 create mode 100644 ops/sessions/20260305-204453.json
 create mode 100644 ops/sessions/20260305-210839.json

diff --git a/ops/sessions/20260305-204323.json b/ops/sessions/20260305-204323.json
new file mode 100644
index 0000000..1467843
--- /dev/null
+++ b/ops/sessions/20260305-204323.json
@@ -0,0 +1 @@
+{"id": "76fb9bca-cc16-4479-b3e5-25a3769b3d7e", "ended": "2026-03-05T20:43:23Z", "status": "completed"}
diff --git a/ops/sessions/20260305-204453.json b/ops/sessions/20260305-204453.json
new file mode 100644
index 0000000..4c6c1ab
--- /dev/null
+++ b/ops/sessions/20260305-204453.json
@@ -0,0 +1 @@
+{"id": "76fb9bca-cc16-4479-b3e5-25a3769b3d7e", "ended": "2026-03-05T20:44:53Z", "status": "completed"}
diff --git a/ops/sessions/20260305-210839.json b/ops/sessions/20260305-210839.json
new file mode 100644
index 0000000..6637a8f
--- /dev/null
+++ b/ops/sessions/20260305-210839.json
@@ -0,0 +1 @@
+{"id": "76fb9bca-cc16-4479-b3e5-25a3769b3d7e", "ended": "2026-03-05T21:08:39Z", "status": "completed"}
-- 
2.45.2


From a8d7bc5e853f83c788ce06b9b761a70842eb151a Mon Sep 17 00:00:00 2001
From: m3taversal <m3taversal@gmail.com>
Date: Thu, 5 Mar 2026 21:23:16 +0000
Subject: [PATCH 02/10] Auto: 6 files |  6 files changed, 14 insertions(+)

---
 agents/leo/skills.md              | 9 +++++++++
 ops/sessions/20260305-211052.json | 1 +
 ops/sessions/20260305-211636.json | 1 +
 ops/sessions/20260305-211725.json | 1 +
 ops/sessions/20260305-211736.json | 1 +
 ops/sessions/20260305-211837.json | 1 +
 6 files changed, 14 insertions(+)
 create mode 100644 ops/sessions/20260305-211052.json
 create mode 100644 ops/sessions/20260305-211636.json
 create mode 100644 ops/sessions/20260305-211725.json
 create mode 100644 ops/sessions/20260305-211736.json
 create mode 100644 ops/sessions/20260305-211837.json

diff --git a/agents/leo/skills.md b/agents/leo/skills.md
index 1f9f13b..543cca1 100644
--- a/agents/leo/skills.md
+++ b/agents/leo/skills.md
@@ -43,6 +43,15 @@ Adjudicate mixed evaluation results, synthesize agent disagreements, maintain qu
 **Outputs:** Merge/reject decision with reasoning, identification of what type of disagreement (factual vs perspective), research assignments when more evidence is needed
 **References:** Governed by [[evaluate]] skill — every rejection explains which criteria failed, every mixed vote gets Leo synthesis
 
+**Rejection criteria** (reject only when one of these holds):
+1. Fails the claim test — not specific enough to disagree with
+2. Evidence doesn't support the claim — confidence miscalibrated or cited evidence doesn't back the argument
+3. Semantic duplicate — the insight already exists in the knowledge base
+4. No value add — true but trivial, doesn't generate insight
+5. Unfixable contradiction — contradicts existing claim without acknowledging or arguing against it
+
+**Self-monitoring:** If rejection rate exceeds ~20% over a rolling window of 10+ PRs, investigate calibration or proposer guidance.
+
 ## 6. Conflict Resolution Between Agents
 
 When agents disagree on shared claims or cross-domain positions, synthesize the disagreement into useful information.
diff --git a/ops/sessions/20260305-211052.json b/ops/sessions/20260305-211052.json
new file mode 100644
index 0000000..2ebed07
--- /dev/null
+++ b/ops/sessions/20260305-211052.json
@@ -0,0 +1 @@
+{"id": "76fb9bca-cc16-4479-b3e5-25a3769b3d7e", "ended": "2026-03-05T21:10:52Z", "status": "completed"}
diff --git a/ops/sessions/20260305-211636.json b/ops/sessions/20260305-211636.json
new file mode 100644
index 0000000..e0b21c4
--- /dev/null
+++ b/ops/sessions/20260305-211636.json
@@ -0,0 +1 @@
+{"id": "76fb9bca-cc16-4479-b3e5-25a3769b3d7e", "ended": "2026-03-05T21:16:36Z", "status": "completed"}
diff --git a/ops/sessions/20260305-211725.json b/ops/sessions/20260305-211725.json
new file mode 100644
index 0000000..5ff9b09
--- /dev/null
+++ b/ops/sessions/20260305-211725.json
@@ -0,0 +1 @@
+{"id": "76fb9bca-cc16-4479-b3e5-25a3769b3d7e", "ended": "2026-03-05T21:17:25Z", "status": "completed"}
diff --git a/ops/sessions/20260305-211736.json b/ops/sessions/20260305-211736.json
new file mode 100644
index 0000000..797afcc
--- /dev/null
+++ b/ops/sessions/20260305-211736.json
@@ -0,0 +1 @@
+{"id": "76fb9bca-cc16-4479-b3e5-25a3769b3d7e", "ended": "2026-03-05T21:17:36Z", "status": "completed"}
diff --git a/ops/sessions/20260305-211837.json b/ops/sessions/20260305-211837.json
new file mode 100644
index 0000000..d527afd
--- /dev/null
+++ b/ops/sessions/20260305-211837.json
@@ -0,0 +1 @@
+{"id": "76fb9bca-cc16-4479-b3e5-25a3769b3d7e", "ended": "2026-03-05T21:18:37Z", "status": "completed"}
-- 
2.45.2


From 4f01dbdaeaf0f4cbde098543fd97dfd825780f1a Mon Sep 17 00:00:00 2001
From: m3taversal <m3taversal@gmail.com>
Date: Thu, 5 Mar 2026 21:28:39 +0000
Subject: [PATCH 03/10] Auto: ops/sessions/20260305-212440.json |  1 file
 changed, 1 insertion(+)

---
 ops/sessions/20260305-212440.json | 1 +
 1 file changed, 1 insertion(+)
 create mode 100644 ops/sessions/20260305-212440.json

diff --git a/ops/sessions/20260305-212440.json b/ops/sessions/20260305-212440.json
new file mode 100644
index 0000000..b709f79
--- /dev/null
+++ b/ops/sessions/20260305-212440.json
@@ -0,0 +1 @@
+{"id": "76fb9bca-cc16-4479-b3e5-25a3769b3d7e", "ended": "2026-03-05T21:24:40Z", "status": "completed"}
-- 
2.45.2


From e11538d22e8d0121aeecb23aab302b5d1f546335 Mon Sep 17 00:00:00 2001
From: m3taversal <m3taversal@gmail.com>
Date: Thu, 5 Mar 2026 21:43:48 +0000
Subject: [PATCH 04/10] Auto: 2 files |  2 files changed, 2 insertions(+)

---
 ops/sessions/20260305-212845.json | 1 +
 ops/sessions/20260305-213002.json | 1 +
 2 files changed, 2 insertions(+)
 create mode 100644 ops/sessions/20260305-212845.json
 create mode 100644 ops/sessions/20260305-213002.json

diff --git a/ops/sessions/20260305-212845.json b/ops/sessions/20260305-212845.json
new file mode 100644
index 0000000..c9ffa4a
--- /dev/null
+++ b/ops/sessions/20260305-212845.json
@@ -0,0 +1 @@
+{"id": "76fb9bca-cc16-4479-b3e5-25a3769b3d7e", "ended": "2026-03-05T21:28:45Z", "status": "completed"}
diff --git a/ops/sessions/20260305-213002.json b/ops/sessions/20260305-213002.json
new file mode 100644
index 0000000..7b3dec7
--- /dev/null
+++ b/ops/sessions/20260305-213002.json
@@ -0,0 +1 @@
+{"id": "76fb9bca-cc16-4479-b3e5-25a3769b3d7e", "ended": "2026-03-05T21:30:02Z", "status": "completed"}
-- 
2.45.2


From bf755e1c1e1152d15cd7da758d2effc54198c151 Mon Sep 17 00:00:00 2001
From: m3taversal <m3taversal@gmail.com>
Date: Thu, 5 Mar 2026 21:55:59 +0000
Subject: [PATCH 05/10] Auto: 3 files |  3 files changed, 3 insertions(+)

---
 ops/sessions/20260305-214603.json | 1 +
 ops/sessions/20260305-214955.json | 1 +
 ops/sessions/20260305-215051.json | 1 +
 3 files changed, 3 insertions(+)
 create mode 100644 ops/sessions/20260305-214603.json
 create mode 100644 ops/sessions/20260305-214955.json
 create mode 100644 ops/sessions/20260305-215051.json

diff --git a/ops/sessions/20260305-214603.json b/ops/sessions/20260305-214603.json
new file mode 100644
index 0000000..fa6711c
--- /dev/null
+++ b/ops/sessions/20260305-214603.json
@@ -0,0 +1 @@
+{"id": "76fb9bca-cc16-4479-b3e5-25a3769b3d7e", "ended": "2026-03-05T21:46:03Z", "status": "completed"}
diff --git a/ops/sessions/20260305-214955.json b/ops/sessions/20260305-214955.json
new file mode 100644
index 0000000..56a8a9b
--- /dev/null
+++ b/ops/sessions/20260305-214955.json
@@ -0,0 +1 @@
+{"id": "76fb9bca-cc16-4479-b3e5-25a3769b3d7e", "ended": "2026-03-05T21:49:55Z", "status": "completed"}
diff --git a/ops/sessions/20260305-215051.json b/ops/sessions/20260305-215051.json
new file mode 100644
index 0000000..d32ea2f
--- /dev/null
+++ b/ops/sessions/20260305-215051.json
@@ -0,0 +1 @@
+{"id": "76fb9bca-cc16-4479-b3e5-25a3769b3d7e", "ended": "2026-03-05T21:50:51Z", "status": "completed"}
-- 
2.45.2


From 2a57c3f6dd55bc94d2aba9f3c2bbf03d5be3bd34 Mon Sep 17 00:00:00 2001
From: m3taversal <m3taversal@gmail.com>
Date: Thu, 5 Mar 2026 22:49:14 +0000
Subject: [PATCH 06/10] Auto: 3 files |  3 files changed, 3 insertions(+)

---
 ops/sessions/20260305-215835.json | 1 +
 ops/sessions/20260305-224640.json | 1 +
 ops/sessions/20260305-224743.json | 1 +
 3 files changed, 3 insertions(+)
 create mode 100644 ops/sessions/20260305-215835.json
 create mode 100644 ops/sessions/20260305-224640.json
 create mode 100644 ops/sessions/20260305-224743.json

diff --git a/ops/sessions/20260305-215835.json b/ops/sessions/20260305-215835.json
new file mode 100644
index 0000000..477719e
--- /dev/null
+++ b/ops/sessions/20260305-215835.json
@@ -0,0 +1 @@
+{"id": "76fb9bca-cc16-4479-b3e5-25a3769b3d7e", "ended": "2026-03-05T21:58:35Z", "status": "completed"}
diff --git a/ops/sessions/20260305-224640.json b/ops/sessions/20260305-224640.json
new file mode 100644
index 0000000..ee6269f
--- /dev/null
+++ b/ops/sessions/20260305-224640.json
@@ -0,0 +1 @@
+{"id": "76fb9bca-cc16-4479-b3e5-25a3769b3d7e", "ended": "2026-03-05T22:46:40Z", "status": "completed"}
diff --git a/ops/sessions/20260305-224743.json b/ops/sessions/20260305-224743.json
new file mode 100644
index 0000000..b7f47c2
--- /dev/null
+++ b/ops/sessions/20260305-224743.json
@@ -0,0 +1 @@
+{"id": "76fb9bca-cc16-4479-b3e5-25a3769b3d7e", "ended": "2026-03-05T22:47:43Z", "status": "completed"}
-- 
2.45.2


From 9abc8e2debe2d2dcbf2c40070d9c9abb0d668c93 Mon Sep 17 00:00:00 2001
From: m3taversal <m3taversal@gmail.com>
Date: Thu, 5 Mar 2026 23:15:45 +0000
Subject: [PATCH 07/10] =?UTF-8?q?leo:=20process=20fixes=20=E2=80=94=20.git?=
 =?UTF-8?q?ignore=20sessions,=20document=20inbox/archive/?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

- Add ops/sessions/ to .gitignore (stop auto-commit noise)
- Add inbox/archive/ to CLAUDE.md repo structure (legitimize Rio's source archive pattern)
- Remove tracked session files from index

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
---
 .gitignore                        | 1 +
 CLAUDE.md                         | 2 ++
 ops/sessions/20260305-193015.json | 1 -
 ops/sessions/20260305-193022.json | 1 -
 ops/sessions/20260305-193031.json | 1 -
 ops/sessions/20260305-193037.json | 1 -
 ops/sessions/20260305-193046.json | 1 -
 ops/sessions/20260305-193454.json | 1 -
 ops/sessions/20260305-193516.json | 1 -
 ops/sessions/20260305-193650.json | 1 -
 ops/sessions/20260305-193941.json | 1 -
 ops/sessions/20260305-194624.json | 1 -
 ops/sessions/20260305-194634.json | 1 -
 ops/sessions/20260305-195024.json | 1 -
 ops/sessions/20260305-195108.json | 1 -
 ops/sessions/20260305-195439.json | 1 -
 ops/sessions/20260305-195640.json | 1 -
 ops/sessions/20260305-200729.json | 1 -
 ops/sessions/20260305-200840.json | 1 -
 ops/sessions/20260305-200904.json | 1 -
 ops/sessions/20260305-201457.json | 1 -
 ops/sessions/20260305-202238.json | 1 -
 ops/sessions/20260305-202415.json | 1 -
 ops/sessions/20260305-204323.json | 1 -
 ops/sessions/20260305-204453.json | 1 -
 ops/sessions/20260305-204800.json | 1 -
 ops/sessions/20260305-205248.json | 1 -
 ops/sessions/20260305-210244.json | 1 -
 ops/sessions/20260305-210334.json | 1 -
 ops/sessions/20260305-210343.json | 1 -
 ops/sessions/20260305-210450.json | 1 -
 ops/sessions/20260305-210839.json | 1 -
 ops/sessions/20260305-211014.json | 1 -
 ops/sessions/20260305-211018.json | 1 -
 ops/sessions/20260305-211052.json | 1 -
 ops/sessions/20260305-211636.json | 1 -
 ops/sessions/20260305-211725.json | 1 -
 ops/sessions/20260305-211736.json | 1 -
 ops/sessions/20260305-211824.json | 1 -
 ops/sessions/20260305-211837.json | 1 -
 ops/sessions/20260305-212341.json | 1 -
 ops/sessions/20260305-212440.json | 1 -
 ops/sessions/20260305-212845.json | 1 -
 ops/sessions/20260305-212854.json | 1 -
 ops/sessions/20260305-213002.json | 1 -
 ops/sessions/20260305-213258.json | 1 -
 ops/sessions/20260305-213339.json | 1 -
 ops/sessions/20260305-213442.json | 1 -
 ops/sessions/20260305-213748.json | 1 -
 ops/sessions/20260305-214603.json | 1 -
 ops/sessions/20260305-214955.json | 1 -
 ops/sessions/20260305-215051.json | 1 -
 ops/sessions/20260305-215835.json | 1 -
 ops/sessions/20260305-224640.json | 1 -
 ops/sessions/20260305-224743.json | 1 -
 55 files changed, 3 insertions(+), 53 deletions(-)
 delete mode 100644 ops/sessions/20260305-193015.json
 delete mode 100644 ops/sessions/20260305-193022.json
 delete mode 100644 ops/sessions/20260305-193031.json
 delete mode 100644 ops/sessions/20260305-193037.json
 delete mode 100644 ops/sessions/20260305-193046.json
 delete mode 100644 ops/sessions/20260305-193454.json
 delete mode 100644 ops/sessions/20260305-193516.json
 delete mode 100644 ops/sessions/20260305-193650.json
 delete mode 100644 ops/sessions/20260305-193941.json
 delete mode 100644 ops/sessions/20260305-194624.json
 delete mode 100644 ops/sessions/20260305-194634.json
 delete mode 100644 ops/sessions/20260305-195024.json
 delete mode 100644 ops/sessions/20260305-195108.json
 delete mode 100644 ops/sessions/20260305-195439.json
 delete mode 100644 ops/sessions/20260305-195640.json
 delete mode 100644 ops/sessions/20260305-200729.json
 delete mode 100644 ops/sessions/20260305-200840.json
 delete mode 100644 ops/sessions/20260305-200904.json
 delete mode 100644 ops/sessions/20260305-201457.json
 delete mode 100644 ops/sessions/20260305-202238.json
 delete mode 100644 ops/sessions/20260305-202415.json
 delete mode 100644 ops/sessions/20260305-204323.json
 delete mode 100644 ops/sessions/20260305-204453.json
 delete mode 100644 ops/sessions/20260305-204800.json
 delete mode 100644 ops/sessions/20260305-205248.json
 delete mode 100644 ops/sessions/20260305-210244.json
 delete mode 100644 ops/sessions/20260305-210334.json
 delete mode 100644 ops/sessions/20260305-210343.json
 delete mode 100644 ops/sessions/20260305-210450.json
 delete mode 100644 ops/sessions/20260305-210839.json
 delete mode 100644 ops/sessions/20260305-211014.json
 delete mode 100644 ops/sessions/20260305-211018.json
 delete mode 100644 ops/sessions/20260305-211052.json
 delete mode 100644 ops/sessions/20260305-211636.json
 delete mode 100644 ops/sessions/20260305-211725.json
 delete mode 100644 ops/sessions/20260305-211736.json
 delete mode 100644 ops/sessions/20260305-211824.json
 delete mode 100644 ops/sessions/20260305-211837.json
 delete mode 100644 ops/sessions/20260305-212341.json
 delete mode 100644 ops/sessions/20260305-212440.json
 delete mode 100644 ops/sessions/20260305-212845.json
 delete mode 100644 ops/sessions/20260305-212854.json
 delete mode 100644 ops/sessions/20260305-213002.json
 delete mode 100644 ops/sessions/20260305-213258.json
 delete mode 100644 ops/sessions/20260305-213339.json
 delete mode 100644 ops/sessions/20260305-213442.json
 delete mode 100644 ops/sessions/20260305-213748.json
 delete mode 100644 ops/sessions/20260305-214603.json
 delete mode 100644 ops/sessions/20260305-214955.json
 delete mode 100644 ops/sessions/20260305-215051.json
 delete mode 100644 ops/sessions/20260305-215835.json
 delete mode 100644 ops/sessions/20260305-224640.json
 delete mode 100644 ops/sessions/20260305-224743.json

diff --git a/.gitignore b/.gitignore
index 8b978ac..6eba7d4 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,2 +1,3 @@
 .DS_Store
 *.DS_Store
+ops/sessions/
diff --git a/CLAUDE.md b/CLAUDE.md
index e986178..1c7016f 100644
--- a/CLAUDE.md
+++ b/CLAUDE.md
@@ -40,6 +40,8 @@ teleo-codex/
 │   ├── claim.md
 │   ├── belief.md
 │   └── position.md
+├── inbox/                        # Source material pipeline
+│   └── archive/                  # Processed sources (tweets, articles) with YAML frontmatter
 ├── skills/                       # Shared operational skills
 │   ├── extract.md
 │   ├── evaluate.md
diff --git a/ops/sessions/20260305-193015.json b/ops/sessions/20260305-193015.json
deleted file mode 100644
index 1820b0b..0000000
--- a/ops/sessions/20260305-193015.json
+++ /dev/null
@@ -1 +0,0 @@
-{"id": "4ee6c75b-1263-4859-acb5-4babbe8079d8", "ended": "2026-03-05T19:30:15Z", "status": "completed"}
diff --git a/ops/sessions/20260305-193022.json b/ops/sessions/20260305-193022.json
deleted file mode 100644
index 987ccbf..0000000
--- a/ops/sessions/20260305-193022.json
+++ /dev/null
@@ -1 +0,0 @@
-{"id": "4ee6c75b-1263-4859-acb5-4babbe8079d8", "ended": "2026-03-05T19:30:22Z", "status": "completed"}
diff --git a/ops/sessions/20260305-193031.json b/ops/sessions/20260305-193031.json
deleted file mode 100644
index b737b83..0000000
--- a/ops/sessions/20260305-193031.json
+++ /dev/null
@@ -1 +0,0 @@
-{"id": "4ee6c75b-1263-4859-acb5-4babbe8079d8", "ended": "2026-03-05T19:30:31Z", "status": "completed"}
diff --git a/ops/sessions/20260305-193037.json b/ops/sessions/20260305-193037.json
deleted file mode 100644
index 807f42d..0000000
--- a/ops/sessions/20260305-193037.json
+++ /dev/null
@@ -1 +0,0 @@
-{"id": "4ee6c75b-1263-4859-acb5-4babbe8079d8", "ended": "2026-03-05T19:30:37Z", "status": "completed"}
diff --git a/ops/sessions/20260305-193046.json b/ops/sessions/20260305-193046.json
deleted file mode 100644
index 3117813..0000000
--- a/ops/sessions/20260305-193046.json
+++ /dev/null
@@ -1 +0,0 @@
-{"id": "4ee6c75b-1263-4859-acb5-4babbe8079d8", "ended": "2026-03-05T19:30:46Z", "status": "completed"}
diff --git a/ops/sessions/20260305-193454.json b/ops/sessions/20260305-193454.json
deleted file mode 100644
index f83696c..0000000
--- a/ops/sessions/20260305-193454.json
+++ /dev/null
@@ -1 +0,0 @@
-{"id": "4ee6c75b-1263-4859-acb5-4babbe8079d8", "ended": "2026-03-05T19:34:54Z", "status": "completed"}
diff --git a/ops/sessions/20260305-193516.json b/ops/sessions/20260305-193516.json
deleted file mode 100644
index 352b97f..0000000
--- a/ops/sessions/20260305-193516.json
+++ /dev/null
@@ -1 +0,0 @@
-{"id": "4ee6c75b-1263-4859-acb5-4babbe8079d8", "ended": "2026-03-05T19:35:16Z", "status": "completed"}
diff --git a/ops/sessions/20260305-193650.json b/ops/sessions/20260305-193650.json
deleted file mode 100644
index 0288f20..0000000
--- a/ops/sessions/20260305-193650.json
+++ /dev/null
@@ -1 +0,0 @@
-{"id": "4ee6c75b-1263-4859-acb5-4babbe8079d8", "ended": "2026-03-05T19:36:50Z", "status": "completed"}
diff --git a/ops/sessions/20260305-193941.json b/ops/sessions/20260305-193941.json
deleted file mode 100644
index a20ca0e..0000000
--- a/ops/sessions/20260305-193941.json
+++ /dev/null
@@ -1 +0,0 @@
-{"id": "4ee6c75b-1263-4859-acb5-4babbe8079d8", "ended": "2026-03-05T19:39:41Z", "status": "completed"}
diff --git a/ops/sessions/20260305-194624.json b/ops/sessions/20260305-194624.json
deleted file mode 100644
index 7a2e34d..0000000
--- a/ops/sessions/20260305-194624.json
+++ /dev/null
@@ -1 +0,0 @@
-{"id": "4ee6c75b-1263-4859-acb5-4babbe8079d8", "ended": "2026-03-05T19:46:24Z", "status": "completed"}
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-{"id": "76fb9bca-cc16-4479-b3e5-25a3769b3d7e", "ended": "2026-03-05T21:17:36Z", "status": "completed"}
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-{"id": "2ea8dbcb-a29b-43e8-b726-45e571a1f3c8", "ended": "2026-03-05T21:23:41Z", "status": "completed"}
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-{"id": "76fb9bca-cc16-4479-b3e5-25a3769b3d7e", "ended": "2026-03-05T21:24:40Z", "status": "completed"}
diff --git a/ops/sessions/20260305-212845.json b/ops/sessions/20260305-212845.json
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-{"id": "76fb9bca-cc16-4479-b3e5-25a3769b3d7e", "ended": "2026-03-05T21:28:45Z", "status": "completed"}
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-{"id": "2ea8dbcb-a29b-43e8-b726-45e571a1f3c8", "ended": "2026-03-05T21:28:54Z", "status": "completed"}
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@@ -1 +0,0 @@
-{"id": "2ea8dbcb-a29b-43e8-b726-45e571a1f3c8", "ended": "2026-03-05T21:34:42Z", "status": "completed"}
diff --git a/ops/sessions/20260305-213748.json b/ops/sessions/20260305-213748.json
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index 9a4282a..0000000
--- a/ops/sessions/20260305-213748.json
+++ /dev/null
@@ -1 +0,0 @@
-{"id": "2ea8dbcb-a29b-43e8-b726-45e571a1f3c8", "ended": "2026-03-05T21:37:48Z", "status": "completed"}
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--- a/ops/sessions/20260305-214603.json
+++ /dev/null
@@ -1 +0,0 @@
-{"id": "76fb9bca-cc16-4479-b3e5-25a3769b3d7e", "ended": "2026-03-05T21:46:03Z", "status": "completed"}
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--- a/ops/sessions/20260305-214955.json
+++ /dev/null
@@ -1 +0,0 @@
-{"id": "76fb9bca-cc16-4479-b3e5-25a3769b3d7e", "ended": "2026-03-05T21:49:55Z", "status": "completed"}
diff --git a/ops/sessions/20260305-215051.json b/ops/sessions/20260305-215051.json
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index d32ea2f..0000000
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+++ /dev/null
@@ -1 +0,0 @@
-{"id": "76fb9bca-cc16-4479-b3e5-25a3769b3d7e", "ended": "2026-03-05T21:50:51Z", "status": "completed"}
diff --git a/ops/sessions/20260305-215835.json b/ops/sessions/20260305-215835.json
deleted file mode 100644
index 477719e..0000000
--- a/ops/sessions/20260305-215835.json
+++ /dev/null
@@ -1 +0,0 @@
-{"id": "76fb9bca-cc16-4479-b3e5-25a3769b3d7e", "ended": "2026-03-05T21:58:35Z", "status": "completed"}
diff --git a/ops/sessions/20260305-224640.json b/ops/sessions/20260305-224640.json
deleted file mode 100644
index ee6269f..0000000
--- a/ops/sessions/20260305-224640.json
+++ /dev/null
@@ -1 +0,0 @@
-{"id": "76fb9bca-cc16-4479-b3e5-25a3769b3d7e", "ended": "2026-03-05T22:46:40Z", "status": "completed"}
diff --git a/ops/sessions/20260305-224743.json b/ops/sessions/20260305-224743.json
deleted file mode 100644
index b7f47c2..0000000
--- a/ops/sessions/20260305-224743.json
+++ /dev/null
@@ -1 +0,0 @@
-{"id": "76fb9bca-cc16-4479-b3e5-25a3769b3d7e", "ended": "2026-03-05T22:47:43Z", "status": "completed"}
-- 
2.45.2


From 9657e87f9a1745ec4ccf951c43531057f57610e7 Mon Sep 17 00:00:00 2001
From: m3taversal <m3taversal@gmail.com>
Date: Thu, 5 Mar 2026 23:23:21 +0000
Subject: [PATCH 08/10] Auto: ops/sessions/20260305-232155.json |  1 file
 changed, 1 insertion(+)

---
 ops/sessions/20260305-232155.json | 1 +
 1 file changed, 1 insertion(+)
 create mode 100644 ops/sessions/20260305-232155.json

diff --git a/ops/sessions/20260305-232155.json b/ops/sessions/20260305-232155.json
new file mode 100644
index 0000000..991585d
--- /dev/null
+++ b/ops/sessions/20260305-232155.json
@@ -0,0 +1 @@
+{"id": "2ea8dbcb-a29b-43e8-b726-45e571a1f3c8", "ended": "2026-03-05T23:21:55Z", "status": "completed"}
-- 
2.45.2


From d1adb9591a822abc2f0c0cbc7632426f859d793f Mon Sep 17 00:00:00 2001
From: m3taversal <m3taversal@gmail.com>
Date: Thu, 5 Mar 2026 23:25:18 +0000
Subject: [PATCH 09/10] Auto: ops/sessions/20260305-232328.json |  1 file
 changed, 1 insertion(+)

---
 ops/sessions/20260305-232328.json | 1 +
 1 file changed, 1 insertion(+)
 create mode 100644 ops/sessions/20260305-232328.json

diff --git a/ops/sessions/20260305-232328.json b/ops/sessions/20260305-232328.json
new file mode 100644
index 0000000..ddad9b2
--- /dev/null
+++ b/ops/sessions/20260305-232328.json
@@ -0,0 +1 @@
+{"id": "2ea8dbcb-a29b-43e8-b726-45e571a1f3c8", "ended": "2026-03-05T23:23:28Z", "status": "completed"}
-- 
2.45.2


From 6fb798895e7e7ce4a403de9e51a3922673cc4814 Mon Sep 17 00:00:00 2001
From: m3taversal <m3taversal@gmail.com>
Date: Thu, 5 Mar 2026 23:33:59 +0000
Subject: [PATCH 10/10] rio: upgrade Skill 8 from On-Chain Research to Source
 Ingestion & Claim Extraction
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

- What: Replace narrow on-chain discovery skill with full source ingestion pipeline that reflects actual workflow developed across 5 batches (15 claims, 23 archives)
- Why: Source Ingestion is Rio's most-used capability and wasn't documented. The old Skill 8 was a subset of what this actually involves — fetching, analyzing against KB, archiving, extracting claims with multi-sided challenges, PR workflow
- Connections: References extract and evaluate shared skills, epistemology framework

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
---
 agents/rio/skills.md | 22 +++++++++++++++++-----
 1 file changed, 17 insertions(+), 5 deletions(-)

diff --git a/agents/rio/skills.md b/agents/rio/skills.md
index 432ebe9..09482c9 100644
--- a/agents/rio/skills.md
+++ b/agents/rio/skills.md
@@ -58,13 +58,25 @@ Analyze competitive positioning within a market segment — launchpad tier, AMM
 **Outputs:** Tier stratification, mechanism comparison matrix, moat analysis per player, attractor state trajectory assessment
 **References:** [[Solana launchpad ecosystem has stratified into three tiers with speculation infrastructure dominating volume while MetaDAOs governance-first model offers the only bundled legal entity plus futarchy plus treasury protection]]
 
-## 8. On-Chain Market Research & Discovery
+## 8. Source Ingestion & Claim Extraction
 
-Search X, Futard.io, on-chain data, and expert accounts for new claims in internet finance.
+Process research materials (articles, tweets, PDFs, threads, reports) into knowledge base artifacts. The full pipeline: fetch source content, analyze against existing claims and beliefs in memory, archive the source, extract new claims or identify enrichments to existing claims, check for duplicates and contradictions, and propose via PR for Leo's review.
 
-**Inputs:** Keywords, expert accounts, time window, on-chain events to monitor
-**Outputs:** Candidate claims with source attribution, relevance assessment, duplicate check against existing knowledge base
-**References:** [[Internet finance is an industry transition from traditional finance where the attractor state replaces intermediaries with programmable coordination and market-tested governance]]
+**Inputs:** Source URL(s), PDF, or pasted text — articles, tweets, research reports, macro analysis, on-chain data, expert commentary. Can handle contested sources by archiving as linked sets with diverging perspectives.
+**Outputs:**
+- Archive markdown in `inbox/archive/` with YAML frontmatter (type, source, url, date, tags including `rio`, linked_set if applicable)
+- New claim files in `domains/internet-finance/` with proper schema (prose-as-title, description, confidence, source, depends_on, challenged_by)
+- Enrichments to existing claims (new evidence, updated challenged_by, cross-references)
+- Belief challenge flags when new evidence contradicts active beliefs
+- PR with reasoning for Leo's review, message to Leo via Pentagon
+**Process:**
+1. Fetch and read source completely before extracting
+2. Check against existing KB: duplicates, contradictions, extensions, belief implications
+3. Archive source to `inbox/archive/` (naming: `YYYY-MM-DD-author-slug.md`)
+4. Extract claims — each specific enough to disagree with, evidence inline, confidence calibrated
+5. For contested topics, structure claims as mechanism disagreements with multi-sided challenged_by sections
+6. Create branch (BEFORE writing files), commit, push, open PR, message Leo
+**References:** [[evaluate]] skill, [[extract]] skill, [[epistemology]] four-layer framework
 
 ## 9. Knowledge Proposal
 
-- 
2.45.2