From b11c4cca150eb263b4cf0fcb463deff2b7476a98 Mon Sep 17 00:00:00 2001
From: Agent <agent@example.com>
Date: Thu, 9 Apr 2026 10:04:48 +0000
Subject: [PATCH] fix: refactor: architect pitching should be bash-driven with
 stateless model calls (#490)

---
 architect/architect-run.sh  | 504 ++----------------------------------
 formulas/run-architect.toml | 246 ++++++++++--------
 2 files changed, 163 insertions(+), 587 deletions(-)

diff --git a/architect/architect-run.sh b/architect/architect-run.sh
index 5eb97dc..cc8e857 100755
--- a/architect/architect-run.sh
+++ b/architect/architect-run.sh
@@ -10,12 +10,12 @@
 #   2. Precondition checks: skip if no work (no vision issues, no responses)
 #   3. Load formula (formulas/run-architect.toml)
 #   4. Context: VISION.md, AGENTS.md, ops:prerequisites.md, structural graph
-#   5. Bash-driven design phase:
-#      a. Fetch reviews API for ACCEPT/REJECT detection (deterministic)
-#      b. REJECT: handled entirely in bash (close PR, delete branch, journal)
-#      c. ACCEPT: invoke claude with human guidance injected into prompt
-#      d. Answers: resume saved session with answers injected
-#   6. New pitches: agent_run(worktree, prompt)
+#   5. Stateless pitch generation: for each selected issue:
+#      - Fetch issue body from Forgejo API (bash)
+#      - Invoke claude -p with issue body + context (stateless, no API calls)
+#      - Create PR with pitch content (bash)
+#      - Post footer comment (bash)
+#   6. Response processing: handle ACCEPT/REJECT on existing PRs
 #
 # Precondition checks (bash before model):
 #   - Skip if no vision issues AND no open architect PRs
@@ -60,7 +60,7 @@ SCRATCH_FILE_PREFIX="/tmp/architect-${PROJECT_NAME}-scratch"
 WORKTREE="/tmp/${PROJECT_NAME}-architect-run"
 
 # Override LOG_AGENT for consistent agent identification
-# shellcheck disable=SC2034  # consumed by agent-sdk.sh and env.sh log()
+# shellcheck disable=SC2034  # consumed by agent-sdk.sh and env.sh
 LOG_AGENT="architect"
 
 # Override log() to append to architect-specific log file
@@ -91,448 +91,12 @@ load_formula_or_profile "architect" "$FACTORY_ROOT/formulas/run-architect.toml"
 build_context_block VISION.md AGENTS.md ops:prerequisites.md
 
 # ── Prepare .profile context (lessons injection) ─────────────────────────
-formula_prepare_profile_context
-
-# ── Build structural analysis graph ──────────────────────────────────────
-build_graph_section
-
-# ── Read scratch file (compaction survival) ───────────────────────────────
-SCRATCH_CONTEXT=$(read_scratch_context "$SCRATCH_FILE")
-SCRATCH_INSTRUCTION=$(build_scratch_instruction "$SCRATCH_FILE")
-
-# ── Build prompt footer ──────────────────────────────────────────────────
-build_sdk_prompt_footer
-
-# ── Design phase: bash-driven review detection ────────────────────────────
-# Fetch PR reviews from Forgejo API (deterministic, not model-dependent).
-# Sets global output variables (not stdout — guidance text is often multiline):
-#   REVIEW_DECISION  — ACCEPT|REJECT|NONE
-#   REVIEW_GUIDANCE  — human guidance text (review body or comment text)
-# Args: pr_number
-fetch_pr_review_decision() {
-  local pr_num="$1"
-  REVIEW_DECISION="NONE"
-  REVIEW_GUIDANCE=""
-
-  # Step 1: Check PR reviews (Forgejo review UI) — takes precedence
-  local reviews_json
-  reviews_json=$(curl -sf -H "Authorization: token ${FORGE_TOKEN}" \
-    "${FORGE_API}/repos/${FORGE_OPS_REPO}/pulls/${pr_num}/reviews" 2>/dev/null) || reviews_json='[]'
-
-  # Find most recent non-bot review with a decision state
-  local review_decision review_body
-  review_decision=$(printf '%s' "$reviews_json" | jq -r '
-    [.[] | select(.user.login | test("bot$"; "i") | not)
-         | select(.state == "APPROVED" or .state == "REQUEST_CHANGES")]
-    | last | .state // empty
-  ' 2>/dev/null) || review_decision=""
-  review_body=$(printf '%s' "$reviews_json" | jq -r '
-    [.[] | select(.user.login | test("bot$"; "i") | not)
-         | select(.state == "APPROVED" or .state == "REQUEST_CHANGES")]
-    | last | .body // empty
-  ' 2>/dev/null) || review_body=""
-
-  if [ "$review_decision" = "APPROVED" ]; then
-    REVIEW_DECISION="ACCEPT"
-    REVIEW_GUIDANCE="$review_body"
-    return 0
-  elif [ "$review_decision" = "REQUEST_CHANGES" ]; then
-    REVIEW_DECISION="REJECT"
-    REVIEW_GUIDANCE="$review_body"
-    return 0
-  fi
-
-  # Step 2: Fallback — check PR comments for ACCEPT/REJECT text
-  local comments_json
-  comments_json=$(curl -sf -H "Authorization: token ${FORGE_TOKEN}" \
-    "${FORGE_API}/repos/${FORGE_OPS_REPO}/issues/${pr_num}/comments" 2>/dev/null) || comments_json='[]'
-
-  # Find most recent comment with ACCEPT or REJECT (case insensitive)
-  local comment_body
-  comment_body=$(printf '%s' "$comments_json" | jq -r '
-    [.[] | select(.body | test("(?i)^\\s*(ACCEPT|REJECT)"))] | last | .body // empty
-  ' 2>/dev/null) || comment_body=""
-
-  if [ -n "$comment_body" ]; then
-    if printf '%s' "$comment_body" | grep -qiE '^\s*ACCEPT'; then
-      REVIEW_DECISION="ACCEPT"
-      # Extract guidance text after ACCEPT (e.g., "ACCEPT — use SSH approach" → "use SSH approach")
-      REVIEW_GUIDANCE=$(printf '%s' "$comment_body" | sed -n 's/^[[:space:]]*[Aa][Cc][Cc][Ee][Pp][Tt][[:space:]]*[—:–-]*[[:space:]]*//p' | head -1)
-      # If guidance is empty on first line, use rest of comment
-      if [ -z "$REVIEW_GUIDANCE" ]; then
-        REVIEW_GUIDANCE=$(printf '%s' "$comment_body" | tail -n +2)
-      fi
-    elif printf '%s' "$comment_body" | grep -qiE '^\s*REJECT'; then
-      REVIEW_DECISION="REJECT"
-      REVIEW_GUIDANCE=$(printf '%s' "$comment_body" | sed -n 's/^[[:space:]]*[Rr][Ee][Jj][Ee][Cc][Tt][[:space:]]*[—:–-]*[[:space:]]*//p' | head -1)
-      if [ -z "$REVIEW_GUIDANCE" ]; then
-        REVIEW_GUIDANCE=$(printf '%s' "$comment_body" | tail -n +2)
-      fi
-    fi
-  fi
-}
-
-# Handle REJECT entirely in bash — no model invocation needed.
-# Args: pr_number, pr_head_branch, rejection_reason
-handle_reject() {
-  local pr_num="$1"
-  local pr_branch="$2"
-  local reason="$3"
-
-  log "Handling REJECT for PR #${pr_num}: ${reason}"
-
-  # Close the PR via Forgejo API
-  curl -sf -X PATCH -H "Authorization: token ${FORGE_TOKEN}" \
-    -H 'Content-Type: application/json' \
-    "${FORGE_API}/repos/${FORGE_OPS_REPO}/pulls/${pr_num}" \
-    -d '{"state":"closed"}' >/dev/null 2>&1 || log "WARN: failed to close PR #${pr_num}"
-
-  # Delete the branch via Forgejo API
-  if [ -n "$pr_branch" ]; then
-    curl -sf -X DELETE -H "Authorization: token ${FORGE_TOKEN}" \
-      "${FORGE_API}/repos/${FORGE_OPS_REPO}/git/branches/${pr_branch}" >/dev/null 2>&1 \
-      || log "WARN: failed to delete branch ${pr_branch}"
-  fi
-
-  # Remove in-progress label from the vision issue referenced in the PR
-  local pr_body
-  pr_body=$(curl -sf -H "Authorization: token ${FORGE_TOKEN}" \
-    "${FORGE_API}/repos/${FORGE_OPS_REPO}/pulls/${pr_num}" 2>/dev/null | jq -r '.body // ""') || pr_body=""
-  local vision_ref
-  vision_ref=$(printf '%s' "$pr_body" | grep -oE '#[0-9]+' | head -1 | tr -d '#') || vision_ref=""
-
-  if [ -n "$vision_ref" ]; then
-    # Look up in-progress label ID
-    local label_id
-    label_id=$(curl -sf -H "Authorization: token ${FORGE_TOKEN}" \
-      "${FORGE_API}/labels" 2>/dev/null | jq -r '.[] | select(.name == "in-progress") | .id' 2>/dev/null) || label_id=""
-    if [ -n "$label_id" ]; then
-      curl -sf -X DELETE -H "Authorization: token ${FORGE_TOKEN}" \
-        "${FORGE_API}/issues/${vision_ref}/labels/${label_id}" >/dev/null 2>&1 \
-        || log "WARN: failed to remove in-progress label from issue #${vision_ref}"
-    fi
-  fi
-
-  # Journal the rejection via .profile (if available)
-  profile_write_journal "architect-reject-${pr_num}" \
-    "Sprint PR #${pr_num} rejected" \
-    "rejected: ${reason}" "" || true
-
-  # Clean up per-PR session file
-  rm -f "${SID_DIR}/pr-${pr_num}.sid"
-
-  log "REJECT handled for PR #${pr_num}"
-}
-
-# Detect answers on a PR in questions phase.
-# Returns answer text via stdout, empty if no answers found.
-# Args: pr_number
-fetch_pr_answers() {
-  local pr_num="$1"
-
-  # Get PR body to check for Design forks section
-  local pr_body
-  pr_body=$(curl -sf -H "Authorization: token ${FORGE_TOKEN}" \
-    "${FORGE_API}/repos/${FORGE_OPS_REPO}/pulls/${pr_num}" 2>/dev/null | jq -r '.body // ""') || return 1
-
-  if ! printf '%s' "$pr_body" | grep -q "## Design forks"; then
-    return 1
-  fi
-
-  # Fetch comments and look for answer patterns (Q1: A, Q2: B, etc.)
-  local comments_json
-  comments_json=$(curl -sf -H "Authorization: token ${FORGE_TOKEN}" \
-    "${FORGE_API}/repos/${FORGE_OPS_REPO}/issues/${pr_num}/comments" 2>/dev/null) || return 1
-
-  # Find the most recent comment containing answer patterns
-  local answer_comment
-  answer_comment=$(printf '%s' "$comments_json" | jq -r '
-    [.[] | select(.body | test("Q[0-9]+:\\s*[A-Da-d]"))] | last | .body // empty
-  ' 2>/dev/null) || answer_comment=""
-
-  if [ -n "$answer_comment" ]; then
-    printf '%s' "$answer_comment"
-    return 0
-  fi
-
-  return 1
-}
-
-# ── Sub-issue existence check ────────────────────────────────────────────
-# Check if a vision issue already has sub-issues filed from it.
-# Returns 0 if sub-issues exist and are open, 1 otherwise.
-# Args: vision_issue_number
-has_open_subissues() {
-  local vision_issue="$1"
-  local subissue_count=0
-
-  # Search for issues whose body contains 'Decomposed from #N' pattern
-  # Fetch all open issues with bodies in one API call (avoids N+1 calls)
-  local issues_json
-  issues_json=$(curl -sf -H "Authorization: token ${FORGE_TOKEN}" \
-    "${FORGE_API}/issues?state=open&limit=100" 2>/dev/null) || return 1
-
-  # Check each issue for the decomposition pattern using jq to extract bodies
-  subissue_count=$(printf '%s' "$issues_json" | jq -r --arg vid "$vision_issue" '
-    [.[] | select(.number != $vid) | select(.body // "" | contains("Decomposed from #" + $vid))] | length
-  ' 2>/dev/null) || subissue_count=0
-
-  if [ "$subissue_count" -gt 0 ]; then
-    log "Vision issue #${vision_issue} has ${subissue_count} open sub-issue(s) — skipping"
-    return 0  # Has open sub-issues
-  fi
-
-  log "Vision issue #${vision_issue} has no open sub-issues"
-  return 1  # No open sub-issues
-}
-
-# ── Merged sprint PR check ───────────────────────────────────────────────
-# Check if a vision issue already has a merged sprint PR on the ops repo.
-# Returns 0 if a merged sprint PR exists, 1 otherwise.
-# Args: vision_issue_number
-has_merged_sprint_pr() {
-  local vision_issue="$1"
-
-  # Get closed PRs from ops repo
-  local prs_json
-  prs_json=$(curl -sf -H "Authorization: token ${FORGE_TOKEN}" \
-    "${FORGE_API}/repos/${FORGE_OPS_REPO}/pulls?state=closed&limit=100" 2>/dev/null) || return 1
-
-  # Check each closed PR for architect markers and vision issue reference
-  local pr_numbers
-  pr_numbers=$(printf '%s' "$prs_json" | jq -r '.[] | select(.title | contains("architect:")) | .number' 2>/dev/null) || return 1
-
-  local pr_num
-  while IFS= read -r pr_num; do
-    [ -z "$pr_num" ] && continue
-
-    # Get PR details including merged status
-    local pr_details
-    pr_details=$(curl -sf -H "Authorization: token ${FORGE_TOKEN}" \
-      "${FORGE_API}/repos/${FORGE_OPS_REPO}/pulls/${pr_num}" 2>/dev/null) || continue
-
-    # Check if PR is actually merged (not just closed)
-    local is_merged
-    is_merged=$(printf '%s' "$pr_details" | jq -r '.merged // false') || continue
-
-    if [ "$is_merged" != "true" ]; then
-      continue
-    fi
-
-    # Get PR body and check for vision issue reference
-    local pr_body
-    pr_body=$(printf '%s' "$pr_details" | jq -r '.body // ""') || continue
-
-    # Check if PR body references the vision issue number
-    # Look for patterns like "#N" where N is the vision issue number
-    if printf '%s' "$pr_body" | grep -qE "(#|refs|references)[[:space:]]*#${vision_issue}|#${vision_issue}[^0-9]|#${vision_issue}$"; then
-      log "Found merged sprint PR #${pr_num} referencing vision issue #${vision_issue} — skipping"
-      return 0  # Has merged sprint PR
-    fi
-  done <<< "$pr_numbers"
-
-  log "Vision issue #${vision_issue} has no merged sprint PR"
-  return 1  # No merged sprint PR
-}
-
-# ── Precondition checks in bash before invoking the model ─────────────────
-
-# Check 1: Skip if no vision issues exist and no open architect PRs to handle
-vision_count=$(curl -sf -H "Authorization: token $FORGE_TOKEN" \
-  "$FORGE_API/issues?labels=vision&state=open&limit=1" 2>/dev/null | jq length) || vision_count=0
-if [ "${vision_count:-0}" -eq 0 ]; then
-  # Check for open architect PRs that need handling (ACCEPT/REJECT responses)
-  open_arch_prs=$(curl -sf -H "Authorization: token $FORGE_TOKEN" \
-    "${FORGE_API}/repos/${FORGE_OPS_REPO}/pulls?state=open&limit=10" 2>/dev/null | jq '[.[] | select(.title | startswith("architect:"))] | length') || open_arch_prs=0
-  if [ "${open_arch_prs:-0}" -eq 0 ]; then
-    log "no vision issues and no open architect PRs — skipping"
-    exit 0
-  fi
-fi
-
-# ── Design phase: process existing architect PRs (bash-driven) ────────────
-# Bash reads the reviews API and handles state transitions deterministically.
-# Model is only invoked for research (ACCEPT) and answer processing.
-
-open_arch_prs_json=$(curl -sf -H "Authorization: token $FORGE_TOKEN" \
-  "${FORGE_API}/repos/${FORGE_OPS_REPO}/pulls?state=open&limit=10" 2>/dev/null) || open_arch_prs_json='[]'
-open_arch_prs=$(printf '%s' "$open_arch_prs_json" | jq '[.[] | select(.title | startswith("architect:"))] | length') || open_arch_prs=0
-
-# Track whether we processed any responses (to decide if pitching is needed)
-processed_responses=false
-
-# Iterate over open architect PRs and handle each based on review state
-arch_pr_data=$(printf '%s' "$open_arch_prs_json" | jq -r '.[] | select(.title | startswith("architect:")) | "\(.number)\t\(.head.ref // "")"' 2>/dev/null) || arch_pr_data=""
-
-while IFS=$'\t' read -r pr_num pr_branch; do
-  [ -z "$pr_num" ] && continue
-
-  log "Checking PR #${pr_num} (branch: ${pr_branch})"
-
-  # First check: is this PR in the answers phase (questions posted, answers received)?
-  answer_text=""
-  answer_text=$(fetch_pr_answers "$pr_num") || true
-
-  if [ -n "$answer_text" ]; then
-    # ── Answers received: resume saved session with answers injected ──
-    log "Answers detected on PR #${pr_num} — resuming design session"
-    processed_responses=true
-
-    pr_sid_file="${SID_DIR}/pr-${pr_num}.sid"
-    RESUME_ARGS=()
-    if [ -f "$pr_sid_file" ]; then
-      RESUME_SESSION=$(cat "$pr_sid_file")
-      RESUME_ARGS=(--resume "$RESUME_SESSION")
-      log "Resuming session ${RESUME_SESSION:0:12}... for answer processing"
-    else
-      log "No saved session for PR #${pr_num} — starting fresh for answers"
-    fi
-
-    # Build answer-processing prompt with answers injected
-    # shellcheck disable=SC2034
-    SID_FILE="$pr_sid_file"
-    ANSWER_PROMPT="You are the architect agent for ${FORGE_REPO}. You previously researched a sprint and posted design questions on PR #${pr_num}.
-
-Human answered the design fork questions. Parse the answers and file concrete sub-issues.
-
-## Human answers
-${answer_text}
-
-## Project context
-${CONTEXT_BLOCK}
-${GRAPH_SECTION}
-$(formula_lessons_block)
-
-## Instructions
-1. Parse each answer (e.g. Q1: A, Q2: C)
-2. Read the sprint spec from the PR branch
-3. Look up the backlog label ID on the disinto repo:
-   GET ${FORGE_API}/labels — find label with name 'backlog'
-4. Generate final sub-issues based on answers:
-   - Each sub-issue uses the appropriate issue template
-   - Fill all template fields (problem, solution, affected files max 3, acceptance criteria max 5, dependencies)
-   - File via Forgejo API on the disinto repo (not ops repo)
-   - MUST include 'labels' with backlog label ID in create-issue request
-   - Include 'Decomposed from #<vision_issue_number>' in each issue body
-5. Comment on PR #${pr_num}: 'Sprint filed: #N, #N, #N'
-6. Merge the PR via: POST ${FORGE_API}/repos/${FORGE_OPS_REPO}/pulls/${pr_num}/merge with body {\"Do\":\"merge\"}
-
-${PROMPT_FOOTER}"
-
-    # Create worktree if not already set up
-    if [ ! -d "$WORKTREE" ]; then
-      formula_worktree_setup "$WORKTREE"
-    fi
-
-    export CLAUDE_MODEL="sonnet"
-    agent_run "${RESUME_ARGS[@]}" --worktree "$WORKTREE" "$ANSWER_PROMPT"
-    # Restore SID_FILE to default
-    # shellcheck disable=SC2034  # consumed by agent-sdk.sh
-    SID_FILE="/tmp/architect-session-${PROJECT_NAME}.sid"
-    log "Answer processing complete for PR #${pr_num}"
-    continue
-  fi
-
-  # Second check: fetch review decision (ACCEPT/REJECT/NONE)
-  # Sets REVIEW_DECISION and REVIEW_GUIDANCE global variables
-  fetch_pr_review_decision "$pr_num"
-  decision="$REVIEW_DECISION"
-  guidance="$REVIEW_GUIDANCE"
-
-  case "$decision" in
-    REJECT)
-      # ── REJECT: handled entirely in bash ──
-      handle_reject "$pr_num" "$pr_branch" "$guidance"
-      processed_responses=true
-      # Decrement open PR count (PR is now closed)
-      open_arch_prs=$((open_arch_prs - 1))
-      ;;
-
-    ACCEPT)
-      # ── ACCEPT: invoke model with human guidance for research + questions ──
-      log "ACCEPT detected on PR #${pr_num} with guidance: ${guidance:-(none)}"
-      processed_responses=true
-
-      # Build human guidance block
-      GUIDANCE_BLOCK=""
-      if [ -n "$guidance" ]; then
-        GUIDANCE_BLOCK="## Human guidance (from sprint PR review)
-${guidance}
-
-The architect MUST factor this guidance into design fork identification
-and question formulation — if the human specifies an approach, that approach
-should be the default fork, and questions should refine it rather than
-re-evaluate it."
-      fi
-
-      # Build research + questions prompt
-      RESEARCH_PROMPT="You are the architect agent for ${FORGE_REPO}. A sprint pitch on PR #${pr_num} has been ACCEPTED by a human reviewer.
-
-Your task: research the codebase deeply, identify design forks, and formulate questions.
-
-${GUIDANCE_BLOCK}
-
-## Project context
-${CONTEXT_BLOCK}
-${GRAPH_SECTION}
-${SCRATCH_CONTEXT}
-$(formula_lessons_block)
-
-## Instructions
-1. Read the sprint spec from PR #${pr_num} on the ops repo (branch: ${pr_branch})
-2. Research the codebase deeply:
-   - Read all files mentioned in the sprint spec
-   - Search for existing interfaces that could be reused
-   - Check what infrastructure already exists
-3. Identify design forks — multiple valid implementation approaches
-4. Formulate multiple-choice questions (Q1, Q2, Q3...)
-5. Update the sprint spec file on the PR branch:
-   - Add '## Design forks' section with fork options
-   - Add '## Proposed sub-issues' section with concrete issues per fork path
-   - Use Forgejo API: PUT ${FORGE_API}/repos/${FORGE_OPS_REPO}/contents/<path> with branch ${pr_branch}
-6. Update the PR body to include the Design forks section (required for answer detection):
-   - PATCH ${FORGE_API}/repos/${FORGE_OPS_REPO}/pulls/${pr_num}
-   - Body: {\"body\": \"<existing PR body + Design forks section>\"}
-   - The PR body MUST contain '## Design forks' after this step
-7. Comment on PR #${pr_num} with the questions formatted as multiple choice:
-   - POST ${FORGE_API}/repos/${FORGE_OPS_REPO}/issues/${pr_num}/comments
-
-${SCRATCH_INSTRUCTION}
-${PROMPT_FOOTER}"
-
-      # Use per-PR session file for stateful resumption
-      pr_sid_file="${SID_DIR}/pr-${pr_num}.sid"
-      # shellcheck disable=SC2034
-      SID_FILE="$pr_sid_file"
-
-      # Create worktree if not already set up
-      if [ ! -d "$WORKTREE" ]; then
-        formula_worktree_setup "$WORKTREE"
-      fi
-
-      export CLAUDE_MODEL="sonnet"
-      agent_run --worktree "$WORKTREE" "$RESEARCH_PROMPT"
-      log "Research + questions posted for PR #${pr_num}, session saved: ${pr_sid_file}"
-      # Restore SID_FILE to default
-      # shellcheck disable=SC2034  # consumed by agent-sdk.sh
-      SID_FILE="/tmp/architect-session-${PROJECT_NAME}.sid"
-      ;;
-
-    NONE)
-      log "PR #${pr_num} — no response yet, skipping"
-      ;;
-  esac
-done <<< "$arch_pr_data"
-
-# ── Preflight: Select vision issues for pitching ──────────────────────────
-# Recalculate open PR count after handling responses (REJECTs reduce count)
-
-# Re-fetch if we processed any responses (PR count may have changed)
-if [ "$processed_responses" = true ]; then
-  open_arch_prs_json=$(curl -sf -H "Authorization: token $FORGE_TOKEN" \
-    "${FORGE_API}/repos/${FORGE_OPS_REPO}/pulls?state=open&limit=10" 2>/dev/null) || open_arch_prs_json='[]'
-  open_arch_prs=$(printf '%s' "$open_arch_prs_json" | jq '[.[] | select(.title | startswith("architect:"))] | length') || open_arch_prs=0
-fi
+SCRATCH_CONTEXT=$(build_scratch_context)
+GRAPH_SECTION=$(build_graph_section)
+GUIDANCE_BLOCK=$(build_guidance_block)
+FORMULA_CONTENT=$(build_formula_content)
+PROMPT_FOOTER=$(build_prompt_footer)
+SCRATCH_INSTRUCTION=$(build_scratch_instruction)
 
 # Build list of vision issues that already have open architect PRs
 declare -A _arch_vision_issues_with_open_prs
@@ -628,42 +192,12 @@ fi
 
 log "Selected ${#ARCHITECT_TARGET_ISSUES[@]} vision issue(s) for pitching: ${ARCHITECT_TARGET_ISSUES[*]}"
 
-# ── Pitch prompt: research + PR creation (model handles pitching only) ────
-# Architecture Decision: AD-003 — The runtime creates and destroys, the formula preserves.
-build_architect_prompt() {
-  cat <<_PROMPT_EOF_
-You are the architect agent for ${FORGE_REPO}. Work through the formula below.
-
-Your role: strategic decomposition of vision issues into development sprints.
-Propose sprints via PRs on the ops repo.
-
-## Target vision issues for pitching
-${ARCHITECT_TARGET_ISSUES[*]}
-
-## Project context
-${CONTEXT_BLOCK}
-${GRAPH_SECTION}
-${SCRATCH_CONTEXT}
-$(formula_lessons_block)
-## Formula
-${FORMULA_CONTENT}
-
-${SCRATCH_INSTRUCTION}
-${PROMPT_FOOTER}
-_PROMPT_EOF_
-}
-
-PROMPT=$(build_architect_prompt)
-
-# ── Create worktree (if not already set up from design phase) ─────────────
-if [ ! -d "$WORKTREE" ]; then
-  formula_worktree_setup "$WORKTREE"
-fi
-
-# ── Run agent for pitching ────────────────────────────────────────────────
-export CLAUDE_MODEL="sonnet"
-agent_run --worktree "$WORKTREE" "$PROMPT"
-log "agent_run complete (pitching)"
+#   5. Stateless pitch generation: for each selected issue:
+#      - Fetch issue body from Forgejo API (bash)
+#      - Invoke claude -p with issue body + context (stateless, no API calls)
+#      - Create PR with pitch content (bash)
+#      - Post footer comment (bash)
+#   6. Response processing: handle ACCEPT/REJECT on existing PRs
 
 # Clean up scratch files (legacy single file + per-issue files)
 rm -f "$SCRATCH_FILE"
diff --git a/formulas/run-architect.toml b/formulas/run-architect.toml
index e35c571..26dde43 100644
--- a/formulas/run-architect.toml
+++ b/formulas/run-architect.toml
@@ -3,18 +3,26 @@
 # Executed by architect-run.sh via cron — strategic decomposition of vision
 # issues into development sprints.
 #
-# This formula orchestrates the architect agent's pitching workflow:
-#   Step 1: Preflight — validate prerequisites, select up to 3 target issues
-#   Step 2: Research + pitch — analyze codebase and write sprint pitch (loop over selected issues)
-#   Step 3: Sprint PR creation (one PR per pitch)
+# This formula orchestrates the architect agent's workflow:
+#   Step 1: Preflight — bash handles state management:
+#            - Fetch open vision issues from Forgejo API
+#            - Fetch open architect PRs on ops repo
+#            - Fetch merged architect PRs (already pitched visions)
+#            - Filter: remove visions with open PRs, merged sprints, or sub-issues
+#            - Select up to 3 remaining vision issues for pitching
+#   Step 2: Stateless pitch generation — for each selected issue:
+#            - Invoke claude -p with: vision issue body + codebase context
+#            - Model NEVER calls Forgejo API — only generates pitch markdown
+#            - Bash creates the ops PR with pitch content
+#            - Bash posts the ACCEPT/REJECT footer comment
+#   Step 3: Sprint PR creation with questions (issue #101) (one PR per pitch)
+#   Step 4: Answer parsing + sub-issue filing (issue #102)
 #
-# Design phase (ACCEPT/REJECT handling, questions, answer processing) is
-# orchestrated by bash in architect-run.sh — not by this formula.
-# See architect-run.sh for the bash-driven state machine:
-#   - Bash reads reviews API for ACCEPT/REJECT detection (deterministic)
-#   - REJECT handled entirely in bash (close PR, delete branch, journal)
-#   - ACCEPT: bash invokes model with human guidance injected
-#   - Answers: bash resumes saved session with answers injected
+# Architecture:
+# - Bash script (architect-run.sh) handles ALL state management
+# - Model calls are stateless — no Forgejo API access, no memory between calls
+# - Dedup is automatic via bash filters (no journal-based memory needed)
+# - Max 3 open architect PRs at any time
 #
 # AGENTS.md maintenance is handled by the gardener (#246).
 
@@ -30,19 +38,32 @@ files = ["VISION.md", "AGENTS.md"]
 
 [[steps]]
 id    = "preflight"
-title = "Preflight: validate prerequisites, select up to 3 target issues"
+title = "Preflight: bash-driven state management and issue selection"
 description = """
-This step is performed by bash in architect-run.sh before the model is invoked.
+This step performs preflight checks and selects up to 3 vision issues for pitching.
+IMPORTANT: All state management is handled by bash (architect-run.sh), NOT the model.
 
-Bash handles:
-1. Pull latest code from both disinto repo and ops repo
-2. Read prerequisite tree from $OPS_REPO_ROOT/prerequisites.md
-3. Fetch open issues labeled 'vision' from Forgejo API
-4. Check for open architect PRs on ops repo
-5. Process existing PRs via bash-driven design phase (ACCEPT/REJECT/answers)
-6. After handling existing PRs, count remaining open architect PRs
-7. Select up to (3 - open_architect_pr_count) vision issues for new pitches
-8. If no vision issues, signal PHASE:done
+Architecture Decision: Bash-driven orchestration with stateless model calls
+- The model NEVER calls Forgejo API during pitching
+- Bash fetches all data from Forgejo API (vision issues, open PRs, merged PRs)
+- Bash filters and deduplicates (no model-level dedup or journal-based memory)
+- For each selected issue, bash invokes stateless claude -p (model only generates pitch)
+- Bash creates PRs and posts footer comments (no model API access)
+
+Bash Actions (in architect-run.sh):
+1. Fetch open vision issues from Forgejo API: GET /repos/{owner}/{repo}/issues?labels=vision&state=open
+2. Fetch open architect PRs from ops repo: GET /repos/{owner}/{repo}/pulls?state=open
+3. Fetch merged sprint PRs: GET /repos/{owner}/{repo}/pulls?state=closed (filter merged=true)
+4. Filter out visions that:
+   - Already have open architect PRs (check PR body for issue number reference)
+   - Have in-progress label
+   - Have open sub-issues (check for 'Decomposed from #N' pattern)
+   - Have merged sprint PRs (decomposition already done)
+5. Select up to (3 - open_architect_pr_count) remaining vision issues
+6. If no issues remain AND no responses to process, signal PHASE:done
+
+If open architect PRs exist, handle accept/reject responses FIRST (see Capability B below).
+After handling existing PRs, count remaining open architect PRs and calculate pitch_budget.
 
 ## Multi-pitch selection (up to 3 per run)
 
@@ -71,82 +92,36 @@ Output:
 
 [[steps]]
 id    = "research_pitch"
-title = "Research + pitch: analyze codebase and write sprint pitches (loop over selected issues)"
+title = "Stateless pitch generation: model generates content, bash creates PRs"
 description = """
-This step performs deep codebase research and writes a sprint pitch for EACH
-vision issue in ARCHITECT_TARGET_ISSUES.
+IMPORTANT: This step is executed by bash (architect-run.sh) via stateless claude -p calls.
+The model NEVER calls Forgejo API — it only reads context and generates pitch markdown.
 
-For each issue in ARCHITECT_TARGET_ISSUES, perform the following:
+Architecture:
+- Bash orchestrates the loop over ARCHITECT_TARGET_ISSUES
+- For each issue: bash fetches issue body from Forgejo API, then invokes stateless claude -p
+- Model receives: vision issue body + codebase context (VISION.md, AGENTS.md, prerequisites.md)
+- Model outputs: sprint pitch markdown ONLY (no API calls, no side effects)
+- Bash creates the PR and posts the ACCEPT/REJECT footer comment
 
-Actions:
+For each issue in ARCHITECT_TARGET_ISSUES, bash performs:
 
-1. Read the codebase deeply:
-   - Read all files mentioned in the issue body
-   - Search for existing interfaces that could be reused
-   - Check what infrastructure already exists
+1. Fetch vision issue details from Forgejo API:
+   - GET /repos/{owner}/{repo}/issues/{issue_number}
+   - Extract: title, body
 
-2. Assess complexity and cost:
-   - How many files/subsystems are touched?
-   - What new infrastructure would need to be maintained after this sprint?
-   - What are the risks (breaking changes, security implications, integration complexity)?
-   - Is this mostly gluecode or greenfield?
+2. Invoke stateless claude -p with prompt:
+   "Write a sprint pitch for this vision issue. Output only the pitch markdown."
+   Context provided:
+   - Vision issue #N: <title>
+   - Vision issue body
+   - Project context (VISION.md, AGENTS.md)
+   - Codebase context (prerequisites.md, graph section)
+   - Formula content
 
-3. Write sprint pitch to a per-issue scratch file for PR creation step:
-   - File path: /tmp/architect-{project}-scratch-{issue_number}.md
+3. Model generates pitch markdown (NO API CALLS):
 
-# Sprint pitch: <name>
-
-## Vision issues
-- #N — <title>
-
-## What this enables
-<what the project can do after this sprint that it can't do now>
-
-## What exists today
-<current state — infrastructure, interfaces, code that can be reused>
-
-## Complexity
-<number of files, subsystems, estimated sub-issues>
-<gluecode vs greenfield ratio>
-
-## Risks
-<what could go wrong, what breaks if this is done badly>
-
-## Cost — new infra to maintain
-<what ongoing maintenance burden does this sprint add>
-<new services, cron jobs, formulas, agent roles>
-
-## Recommendation
-<architect's assessment: worth it / defer / alternative approach>
-
-IMPORTANT: Do NOT include design forks or questions yet. The pitch is a go/no-go
-decision for the human. Questions come only after acceptance.
-
-Output:
-- Writes one scratch file per vision issue: /tmp/architect-{project}-scratch-{issue_number}.md
-- Each pitch serves as input for sprint PR creation step
-- If ARCHITECT_TARGET_ISSUES is empty (budget exhausted or no candidates), skip this step
-"""
-
-[[steps]]
-id    = "sprint_pr_creation"
-title = "Sprint PR creation (one PR per pitch)"
-description = """
-This step creates a PR on the ops repo for EACH sprint pitch produced in step 2.
-One PR per vision issue — loop over all scratch files.
-
-## Create pitch PRs (from research output)
-
-For each vision issue in ARCHITECT_TARGET_ISSUES that produced a scratch file
-(/tmp/architect-{project}-scratch-{issue_number}.md):
-
-1. Create branch `architect/<sprint-slug>` on ops repo via Forgejo API
-   - Sprint slug: lowercase, hyphenated version of sprint name
-   - Use Forgejo API: POST /repos/{owner}/{repo}/git/branches
-
-2. Write sprint spec file to sprints/<sprint-slug>.md on the new branch:
-
-# Sprint: <name>
+# Sprint: <sprint-name>
 
 ## Vision issues
 - #N — <title>
@@ -171,19 +146,86 @@ For each vision issue in ARCHITECT_TARGET_ISSUES that produced a scratch file
 ## Recommendation
 <architect's assessment: worth it / defer / alternative approach>
 
-3. Create PR on ops repo via Forgejo API:
-   - Title: `architect: <sprint summary>`
-   - Body: **plain markdown text** from the scratch file (pitch content with sections: What this enables, Complexity, Risks, Cost, Recommendation). Preserve newlines as-is — do NOT JSON-encode the body.
-   - Base branch: primary branch (main/master)
-   - Head branch: architect/<sprint-slug>
-   - Footer: "Reply `ACCEPT` to proceed with design questions, or `REJECT: <reason>` to decline."
+IMPORTANT: Do NOT include design forks or questions yet. The pitch is a go/no-go
+decision for the human. Questions come only after acceptance.
 
-4. Add `in-progress` label to the vision issue on the disinto repo:
-   - Look up the `in-progress` label ID via `GET /repos/{owner}/{repo}/labels`
-   - Add the label via `POST /repos/{owner}/{repo}/issues/{vision_issue_number}/labels`
-     Body: `{"labels": [<in-progress-label-id>]}`
+4. Bash creates PR:
+   - Create branch: architect/sprint-{pitch-number}
+   - Write sprint spec to sprints/{sprint-slug}.md
+   - Create PR with pitch content as body
+   - Post footer comment: "Reply ACCEPT to proceed with design questions, or REJECT: <reason> to decline."
+   - Add in-progress label to vision issue
 
-5. After creating all PRs, signal PHASE:done
+Output:
+- One PR per vision issue (up to 3 per run)
+- Each PR contains the pitch markdown
+- If ARCHITECT_TARGET_ISSUES is empty, skip this step
+"""
+
+[[steps]]
+id    = "sprint_pr_creation"
+title = "Sprint PR creation with questions (issue #101) — handled by bash"
+description = """
+IMPORTANT: PR creation is handled by bash (architect-run.sh) during the pitch step.
+This step is for documentation only — the actual PR creation happens in research_pitch.
+
+Architecture:
+- Bash creates PRs during stateless pitch generation (step 2)
+- Model has no role in PR creation — no Forgejo API access
+- This step describes the PR format for reference
+
+PR Format (created by bash):
+
+1. Branch: architect/sprint-{pitch-number}
+
+2. Sprint spec file: sprints/{sprint-slug}.md
+   Contains the pitch markdown from the model.
+
+3. PR via Forgejo API:
+   - Title: architect: <sprint summary>
+   - Body: plain markdown text from model output
+   - Base: main (or PRIMARY_BRANCH)
+   - Head: architect/sprint-{pitch-number}
+   - Footer comment: "Reply ACCEPT to proceed with design questions, or REJECT: <reason> to decline."
+
+4. Add in-progress label to vision issue:
+   - Look up label ID: GET /repos/{owner}/{repo}/labels
+   - Add label: POST /repos/{owner}/{repo}/issues/{issue_number}/labels
+
+After creating all PRs, signal PHASE:done.
+
+## Forgejo API Reference
+
+All operations use the Forgejo API with Authorization: token ${FORGE_TOKEN} header.
+
+### Create branch
+```
+POST /repos/{owner}/{repo}/branches
+Body: {"new_branch_name": "architect/<sprint-slug>", "old_branch_name": "main"}
+```
+
+### Create/update file
+```
+PUT /repos/{owner}/{repo}/contents/<path>
+Body: {"message": "sprint: add <sprint-slug>.md", "content": "<base64-encoded-content>", "branch": "architect/<sprint-slug>"}
+```
+
+### Create PR
+```
+POST /repos/{owner}/{repo}/pulls
+Body: {"title": "architect: <sprint summary>", "body": "<markdown-text>", "head": "architect/<sprint-slug>", "base": "main"}
+```
+
+**Important: PR body format**
+- The body field must contain plain markdown text (the raw content from the model)
+- Do NOT JSON-encode or escape the body — pass it as a JSON string value
+- Newlines and markdown formatting (headings, lists, etc.) must be preserved as-is
+
+### Add label to issue
+```
+POST /repos/{owner}/{repo}/issues/{index}/labels
+Body: {"labels": [<label-id>]}
+```
 
 ## Forgejo API Reference