diff --git a/.woodpecker/detect-duplicates.py b/.woodpecker/detect-duplicates.py
index 6fe7366..bd3f74a 100644
--- a/.woodpecker/detect-duplicates.py
+++ b/.woodpecker/detect-duplicates.py
@@ -256,19 +256,6 @@ def main() -> int:
 
     sh_files = sorted(p for p in Path(".").rglob("*.sh") if not is_excluded(p))
 
-    # Standard patterns that are intentionally repeated across formula-driven agents
-    # These are not copy-paste violations but the expected structure
-    ALLOWED_HASHES = {
-        # Standard agent header: shebang, set -euo pipefail, directory resolution
-        "c93baa0f19d6b9ba271428bf1cf20b45": "Standard agent header (set -euo pipefail, SCRIPT_DIR, FACTORY_ROOT)",
-        # formula_prepare_profile_context followed by scratch context reading
-        "eaa735b3598b7b73418845ab00d8aba5": "Standard .profile context setup (formula_prepare_profile_context + SCRATCH_CONTEXT)",
-        # Standard prompt template: GRAPH_SECTION, SCRATCH_CONTEXT, FORMULA_CONTENT, SCRATCH_INSTRUCTION
-        "2653705045fdf65072cccfd16eb04900": "Standard prompt template (GRAPH_SECTION, SCRATCH_CONTEXT, FORMULA_CONTENT)",
-        "93726a3c799b72ed2898a55552031921": "Standard prompt template continuation (SCRATCH_CONTEXT, FORMULA_CONTENT, SCRATCH_INSTRUCTION)",
-        "c11eaaacab69c9a2d3c38c75215eca84": "Standard prompt template end (FORMULA_CONTENT, SCRATCH_INSTRUCTION)",
-    }
-
     if not sh_files:
         print("No .sh files found.")
         return 0
@@ -303,13 +290,8 @@ def main() -> int:
 
             # Duplicate diff: key by content hash
             base_dup_hashes = {g[0] for g in base_dups}
-            # Filter out allowed standard patterns that are intentionally repeated
-            new_dups = [
-                g for g in cur_dups
-                if g[0] not in base_dup_hashes and g[0] not in ALLOWED_HASHES
-            ]
-            # Also filter allowed hashes from pre_dups for reporting
-            pre_dups = [g for g in cur_dups if g[0] in base_dup_hashes and g[0] not in ALLOWED_HASHES]
+            new_dups = [g for g in cur_dups if g[0] not in base_dup_hashes]
+            pre_dups = [g for g in cur_dups if g[0] in base_dup_hashes]
 
             # Report pre-existing as info
             if pre_ap or pre_dups:
diff --git a/AGENTS.md b/AGENTS.md
index 7fcca01..299ff45 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -9,9 +9,6 @@ forge, implement them, review PRs, plan from the vision, and keep the system
 healthy — all via cron and `claude -p`. The dispatcher executes formula-based
 operational tasks.
 
-Each agent has a `.profile` repository on Forgejo that stores lessons learned
-from prior sessions, providing continuous improvement across runs.
-
 > **Note:** The vault is being redesigned as a PR-based approval workflow on the
 > ops repo (see issues #73-#77). See [docs/VAULT.md](docs/VAULT.md) for details. Old vault scripts are being removed.
 
@@ -42,6 +39,9 @@ disinto-ops/             (ops repo — {project}-ops)
 │   ├── approved/  approved vault items
 │   ├── fired/     executed vault items
 │   └── rejected/  rejected vault items
+├── journal/
+│   ├── planner/   daily planning logs
+│   └── supervisor/ operational health logs
 ├── knowledge/     shared agent knowledge + best practices
 ├── evidence/      engagement data, experiment results
 ├── portfolio.md   addressables + observables
@@ -49,35 +49,6 @@ disinto-ops/             (ops repo — {project}-ops)
 └── RESOURCES.md   accounts, tokens (refs), infra inventory
 ```
 
-> **Note:** Journal directories (`journal/planner/` and `journal/supervisor/`) have been removed from the ops repo. Agent journals are now stored in each agent's `.profile` repo on Forgejo.
-
-## Agent .profile Model
-
-Each agent has a `.profile` repository on Forgejo that stores:
-- `formula.toml` — agent-specific formula (optional, falls back to `formulas/<agent>.toml`)
-- `knowledge/lessons-learned.md` — distilled lessons from journal entries
-- `journal/` — session reflection entries (archived after digestion)
-
-### How it works
-
-1. **Pre-session:** The agent calls `formula_prepare_profile_context()` which:
-   - Resolves the agent's Forgejo identity from their token
-   - Clones/pulls the `.profile` repo to a local cache
-   - Loads `knowledge/lessons-learned.md` into `LESSONS_CONTEXT` for prompt injection
-   - Automatically digests journals if >10 undigested entries exist
-
-2. **Prompt injection:** Lessons are injected into the agent prompt:
-   ```
-   ## Lessons learned (from .profile/knowledge/lessons-learned.md)
-   <abstracted lessons from prior sessions>
-   ```
-
-3. **Post-session:** The agent calls `profile_write_journal` which:
-   - Generates a reflection entry about the session
-   - Writes it to `journal/issue-{N}.md`
-   - Commits and pushes to the `.profile` repo
-   - Journals are archived after being digested into lessons-learned.md
-
 > **Terminology note:** "Formulas" in this repo are TOML issue templates in `formulas/` that
 > orchestrate multi-step agent tasks (e.g., `run-gardener.toml`, `run-planner.toml`). This is
 > distinct from "processes" described in `docs/EVIDENCE-ARCHITECTURE.md`, which are measurement
diff --git a/bin/disinto b/bin/disinto
index 2e39c50..652e42d 100755
--- a/bin/disinto
+++ b/bin/disinto
@@ -894,6 +894,8 @@ setup_ops_repo() {
   mkdir -p "${ops_root}/vault/approved"
   mkdir -p "${ops_root}/vault/fired"
   mkdir -p "${ops_root}/vault/rejected"
+  mkdir -p "${ops_root}/journal/planner"
+  mkdir -p "${ops_root}/journal/supervisor"
   mkdir -p "${ops_root}/knowledge"
   mkdir -p "${ops_root}/evidence/engagement"
 
@@ -912,6 +914,9 @@ ${ops_name}/
 │   ├── approved/         # approved vault items
 │   ├── fired/            # executed vault items
 │   └── rejected/         # rejected vault items
+├── journal/
+│   ├── planner/          # daily planning logs
+│   └── supervisor/       # operational health logs
 ├── knowledge/            # shared agent knowledge and best practices
 ├── evidence/             # engagement data, experiment results
 ├── portfolio.md          # addressables + observables
@@ -919,8 +924,6 @@ ${ops_name}/
 └── RESOURCES.md          # accounts, tokens (refs), infra inventory
 \`\`\`
 
-> **Note:** Journal directories (journal/planner/ and journal/supervisor/) have been removed from the ops repo. Agent journals are now stored in each agent's .profile repo on Forgejo.
-
 ## Branch protection
 
 - \`main\`: 2 reviewers required for vault items
diff --git a/gardener/gardener-run.sh b/gardener/gardener-run.sh
index 62e9eb1..31aa8c0 100755
--- a/gardener/gardener-run.sh
+++ b/gardener/gardener-run.sh
@@ -64,19 +64,10 @@ check_memory 2000
 
 log "--- Gardener run start ---"
 
-# ── Resolve agent identity for .profile repo ────────────────────────────
-if [ -z "${AGENT_IDENTITY:-}" ] && [ -n "${FORGE_GARDENER_TOKEN:-}" ]; then
-  AGENT_IDENTITY=$(curl -sf -H "Authorization: token ${FORGE_GARDENER_TOKEN}" \
-    "${FORGE_URL:-http://localhost:3000}/api/v1/user" 2>/dev/null | jq -r '.login // empty' 2>/dev/null || true)
-fi
-
 # ── Load formula + context ───────────────────────────────────────────────
-load_formula_or_profile "gardener" "$FACTORY_ROOT/formulas/run-gardener.toml" || exit 1
+load_formula "$FACTORY_ROOT/formulas/run-gardener.toml"
 build_context_block AGENTS.md
 
-# ── Prepare .profile context (lessons injection) ─────────────────────────
-formula_prepare_profile_context
-
 # ── Read scratch file (compaction survival) ───────────────────────────────
 SCRATCH_CONTEXT=$(read_scratch_context "$SCRATCH_FILE")
 SCRATCH_INSTRUCTION=$(build_scratch_instruction "$SCRATCH_FILE")
@@ -114,7 +105,7 @@ You have full shell access and --dangerously-skip-permissions.
 Fix what you can. File vault items for what you cannot. Do NOT ask permission — act first, report after.
 
 ## Project context
-${CONTEXT_BLOCK}$(formula_lessons_block)
+${CONTEXT_BLOCK}
 ${SCRATCH_CONTEXT:+${SCRATCH_CONTEXT}
 }
 ## Result file
@@ -343,8 +334,5 @@ else
   rm -f "$SCRATCH_FILE"
 fi
 
-# Write journal entry post-session
-profile_write_journal "gardener-run" "Gardener run $(date -u +%Y-%m-%d)" "complete" "" || true
-
 rm -f "$GARDENER_PR_FILE"
 log "--- Gardener run done ---"
diff --git a/lib/formula-session.sh b/lib/formula-session.sh
index e6c6aae..1675ea5 100644
--- a/lib/formula-session.sh
+++ b/lib/formula-session.sh
@@ -13,7 +13,6 @@
 #   build_prompt_footer    [EXTRA_API]      — sets PROMPT_FOOTER (API ref + env + phase)
 #   run_formula_and_monitor AGENT [TIMEOUT] [CALLBACK] — session start, inject, monitor, log
 #   formula_phase_callback PHASE           — standard crash-recovery callback
-#   formula_prepare_profile_context        — load lessons from .profile repo (pre-session)
 #
 # Requires: lib/agent-session.sh sourced first (for create_agent_session,
 # agent_kill_session, agent_inject_into_session).
@@ -351,28 +350,6 @@ ${lessons_content}"
   return 0
 }
 
-# formula_prepare_profile_context
-# Pre-session: loads lessons from .profile repo and sets LESSONS_CONTEXT for prompt injection.
-# Single shared function to avoid duplicate boilerplate across agent scripts.
-# Requires: AGENT_IDENTITY, FORGE_TOKEN, FORGE_URL (via profile_load_lessons).
-# Exports: LESSONS_CONTEXT (set by profile_load_lessons).
-# Returns 0 on success, 1 if agent has no .profile repo (silent no-op).
-formula_prepare_profile_context() {
-  profile_load_lessons || true
-  LESSONS_INJECTION="${LESSONS_CONTEXT:-}"
-}
-
-# formula_lessons_block
-# Returns a formatted lessons block for prompt injection.
-# Usage: LESSONS_BLOCK=$(formula_lessons_block)
-# Expects: LESSONS_INJECTION to be set by formula_prepare_profile_context.
-# Returns: formatted block or empty string.
-formula_lessons_block() {
-  if [ -n "${LESSONS_INJECTION:-}" ]; then
-    printf '\n## Lessons learned (from .profile/knowledge/lessons-learned.md)\n%s' "$LESSONS_INJECTION"
-  fi
-}
-
 # profile_write_journal ISSUE_NUM ISSUE_TITLE OUTCOME [FILES_CHANGED]
 # Post-session: writes a reflection journal entry after work completes.
 # Returns 0 on success, 1 on failure.
diff --git a/planner/planner-run.sh b/planner/planner-run.sh
index 663703c..31f5588 100755
--- a/planner/planner-run.sh
+++ b/planner/planner-run.sh
@@ -45,6 +45,12 @@ WORKTREE="/tmp/${PROJECT_NAME}-planner-run"
 
 log() { echo "[$(date -u +%Y-%m-%dT%H:%M:%S)Z] $*" >> "$LOG_FILE"; }
 
+# Ensure AGENT_IDENTITY is set for profile functions
+if [ -z "${AGENT_IDENTITY:-}" ] && [ -n "${FORGE_PLANNER_TOKEN:-}" ]; then
+  AGENT_IDENTITY=$(curl -sf -H "Authorization: token ${FORGE_PLANNER_TOKEN}" \
+    "${FORGE_URL:-http://localhost:3000}/api/v1/user" 2>/dev/null | jq -r '.login // empty' 2>/dev/null || true)
+fi
+
 # ── Guards ────────────────────────────────────────────────────────────────
 check_active planner
 acquire_cron_lock "/tmp/planner-run.lock"
@@ -52,14 +58,8 @@ check_memory 2000
 
 log "--- Planner run start ---"
 
-# ── Resolve agent identity for .profile repo ────────────────────────────
-if [ -z "${AGENT_IDENTITY:-}" ] && [ -n "${FORGE_PLANNER_TOKEN:-}" ]; then
-  AGENT_IDENTITY=$(curl -sf -H "Authorization: token ${FORGE_PLANNER_TOKEN}" \
-    "${FORGE_URL:-http://localhost:3000}/api/v1/user" 2>/dev/null | jq -r '.login // empty' 2>/dev/null || true)
-fi
-
 # ── Load formula + context ───────────────────────────────────────────────
-load_formula_or_profile "planner" "$FACTORY_ROOT/formulas/run-planner.toml" || exit 1
+load_formula "$FACTORY_ROOT/formulas/run-planner.toml"
 build_context_block VISION.md AGENTS.md ops:RESOURCES.md ops:prerequisites.md
 
 # ── Build structural analysis graph ──────────────────────────────────────
@@ -78,8 +78,9 @@ $(cat "$MEMORY_FILE")
 "
 fi
 
-# ── Prepare .profile context (lessons injection) ─────────────────────────
-formula_prepare_profile_context
+# ── Load lessons from .profile repo (pre-session) ────────────────────────
+profile_load_lessons || true
+LESSONS_INJECTION="${LESSONS_CONTEXT:-}"
 
 # ── Read scratch file (compaction survival) ───────────────────────────────
 SCRATCH_CONTEXT=$(read_scratch_context "$SCRATCH_FILE")
@@ -95,7 +96,11 @@ build_sdk_prompt_footer "
 PROMPT="You are the strategic planner for ${FORGE_REPO}. Work through the formula below.
 
 ## Project context
-${CONTEXT_BLOCK}${MEMORY_BLOCK}$(formula_lessons_block)
+${CONTEXT_BLOCK}${MEMORY_BLOCK}
+${LESSONS_INJECTION:+## Lessons learned
+${LESSONS_INJECTION}
+
+}
 ${GRAPH_SECTION}
 ${SCRATCH_CONTEXT:+${SCRATCH_CONTEXT}
 }
diff --git a/predictor/predictor-run.sh b/predictor/predictor-run.sh
index 266829c..fb9bf51 100755
--- a/predictor/predictor-run.sh
+++ b/predictor/predictor-run.sh
@@ -53,22 +53,13 @@ check_memory 2000
 
 log "--- Predictor run start ---"
 
-# ── Resolve agent identity for .profile repo ────────────────────────────
-if [ -z "${AGENT_IDENTITY:-}" ] && [ -n "${FORGE_PREDICTOR_TOKEN:-}" ]; then
-  AGENT_IDENTITY=$(curl -sf -H "Authorization: token ${FORGE_PREDICTOR_TOKEN}" \
-    "${FORGE_URL:-http://localhost:3000}/api/v1/user" 2>/dev/null | jq -r '.login // empty' 2>/dev/null || true)
-fi
-
 # ── Load formula + context ───────────────────────────────────────────────
-load_formula_or_profile "predictor" "$FACTORY_ROOT/formulas/run-predictor.toml" || exit 1
+load_formula "$FACTORY_ROOT/formulas/run-predictor.toml"
 build_context_block AGENTS.md ops:RESOURCES.md VISION.md ops:prerequisites.md
 
 # ── Build structural analysis graph ──────────────────────────────────────
 build_graph_section
 
-# ── Prepare .profile context (lessons injection) ─────────────────────────
-formula_prepare_profile_context
-
 # ── Read scratch file (compaction survival) ───────────────────────────────
 SCRATCH_CONTEXT=$(read_scratch_context "$SCRATCH_FILE")
 SCRATCH_INSTRUCTION=$(build_scratch_instruction "$SCRATCH_FILE")
@@ -91,10 +82,9 @@ Use WebSearch for external signal scanning — be targeted (project dependencies
 and tools only, not general news). Limit to 3 web searches per run.
 
 ## Project context
-${CONTEXT_BLOCK}$(formula_lessons_block)
+${CONTEXT_BLOCK}
 ${GRAPH_SECTION}
-${SCRATCH_CONTEXT:+${SCRATCH_CONTEXT}
-}
+${SCRATCH_CONTEXT}
 ## Formula
 ${FORMULA_CONTENT}
 
@@ -108,8 +98,5 @@ formula_worktree_setup "$WORKTREE"
 agent_run --worktree "$WORKTREE" "$PROMPT"
 log "agent_run complete"
 
-# Write journal entry post-session
-profile_write_journal "predictor-run" "Predictor run $(date -u +%Y-%m-%d)" "complete" "" || true
-
 rm -f "$SCRATCH_FILE"
 log "--- Predictor run done ---"
diff --git a/review/review-pr.sh b/review/review-pr.sh
index 8a9a29d..0ae0fdb 100755
--- a/review/review-pr.sh
+++ b/review/review-pr.sh
@@ -27,8 +27,6 @@ source "$(dirname "$0")/../lib/env.sh"
 source "$(dirname "$0")/../lib/ci-helpers.sh"
 source "$(dirname "$0")/../lib/worktree.sh"
 source "$(dirname "$0")/../lib/agent-sdk.sh"
-# shellcheck source=../lib/formula-session.sh
-source "$(dirname "$0")/../lib/formula-session.sh"
 
 # Auto-pull factory code to pick up merged fixes before any logic runs
 git -C "$FACTORY_ROOT" pull --ff-only origin main 2>/dev/null || true
@@ -58,14 +56,6 @@ if [ -f "$LOGFILE" ] && [ "$(stat -c%s "$LOGFILE" 2>/dev/null || echo 0)" -gt 10
   mv "$LOGFILE" "$LOGFILE.old"
 fi
 
-# =============================================================================
-# RESOLVE AGENT IDENTITY FOR .PROFILE REPO
-# =============================================================================
-if [ -z "${AGENT_IDENTITY:-}" ] && [ -n "${FORGE_TOKEN:-}" ]; then
-  AGENT_IDENTITY=$(curl -sf -H "Authorization: token ${FORGE_TOKEN}" \
-    "${FORGE_URL:-http://localhost:3000}/api/v1/user" 2>/dev/null | jq -r '.login // empty' 2>/dev/null || true)
-fi
-
 # =============================================================================
 # MEMORY GUARD
 # =============================================================================
@@ -190,11 +180,6 @@ else
   log "WARN: build-graph.py failed — continuing without structural analysis"
 fi
 
-# =============================================================================
-# LOAD LESSONS FROM .PROFILE REPO (PRE-SESSION)
-# =============================================================================
-formula_prepare_profile_context
-
 # =============================================================================
 # BUILD PROMPT
 # =============================================================================
@@ -208,7 +193,6 @@ FORMULA=$(cat "${FACTORY_ROOT}/formulas/review-pr.toml")
     "$PR_BODY" "$FILES" "$DNOTE" "$DIFF"
   [ -n "$PREV_CONTEXT" ] && printf '%s\n' "$PREV_CONTEXT"
   [ -n "$GRAPH_SECTION" ] && printf '%s\n' "$GRAPH_SECTION"
-  formula_lessons_block
   printf '\n## Formula\n%s\n\n## Environment\nREVIEW_OUTPUT_FILE=%s\nFORGE_API=%s\nPR_NUMBER=%s\nFACTORY_ROOT=%s\n' \
     "$FORMULA" "$OUTPUT_FILE" "$API" "$PR_NUMBER" "$FACTORY_ROOT"
   printf 'NEVER echo the actual token — always reference ${FORGE_TOKEN} or ${FORGE_REVIEW_TOKEN}.\n'
@@ -314,7 +298,4 @@ case "$VERDICT" in
     ;;
 esac
 
-# Write journal entry post-session
-profile_write_journal "review-${PR_NUMBER}" "Review PR #${PR_NUMBER} (${VERDICT})" "${VERDICT,,}" "" || true
-
 log "DONE: ${VERDICT} (re-review: ${IS_RE_REVIEW})"
diff --git a/supervisor/supervisor-run.sh b/supervisor/supervisor-run.sh
index 4ba6ec3..129666f 100755
--- a/supervisor/supervisor-run.sh
+++ b/supervisor/supervisor-run.sh
@@ -58,12 +58,6 @@ log "--- Supervisor run start ---"
 # ── Housekeeping: clean up stale crashed worktrees (>24h) ────────────────
 cleanup_stale_crashed_worktrees 24
 
-# ── Resolve agent identity for .profile repo ────────────────────────────
-if [ -z "${AGENT_IDENTITY:-}" ] && [ -n "${FORGE_SUPERVISOR_TOKEN:-}" ]; then
-  AGENT_IDENTITY=$(curl -sf -H "Authorization: token ${FORGE_SUPERVISOR_TOKEN}" \
-    "${FORGE_URL:-http://localhost:3000}/api/v1/user" 2>/dev/null | jq -r '.login // empty' 2>/dev/null || true)
-fi
-
 # ── Collect pre-flight metrics ────────────────────────────────────────────
 log "Running preflight.sh"
 PREFLIGHT_OUTPUT=""
@@ -74,12 +68,9 @@ else
 fi
 
 # ── Load formula + context ───────────────────────────────────────────────
-load_formula_or_profile "supervisor" "$FACTORY_ROOT/formulas/run-supervisor.toml" || exit 1
+load_formula "$FACTORY_ROOT/formulas/run-supervisor.toml"
 build_context_block AGENTS.md
 
-# ── Prepare .profile context (lessons injection) ─────────────────────────
-formula_prepare_profile_context
-
 # ── Read scratch file (compaction survival) ───────────────────────────────
 SCRATCH_CONTEXT=$(read_scratch_context "$SCRATCH_FILE")
 SCRATCH_INSTRUCTION=$(build_scratch_instruction "$SCRATCH_FILE")
@@ -100,7 +91,7 @@ Fix what you can. File vault items for what you cannot. Do NOT ask permission 
 ${PREFLIGHT_OUTPUT}
 
 ## Project context
-${CONTEXT_BLOCK}$(formula_lessons_block)
+${CONTEXT_BLOCK}
 ${SCRATCH_CONTEXT:+${SCRATCH_CONTEXT}
 }
 Priority order: P0 memory > P1 disk > P2 stopped > P3 degraded > P4 housekeeping
@@ -114,8 +105,5 @@ ${PROMPT_FOOTER}"
 agent_run --worktree "$WORKTREE" "$PROMPT"
 log "agent_run complete"
 
-# Write journal entry post-session
-profile_write_journal "supervisor-run" "Supervisor run $(date -u +%Y-%m-%d)" "complete" "" || true
-
 rm -f "$SCRATCH_FILE"
 log "--- Supervisor run done ---"