Besimple Broccoli Blind

Sketch -> Auto-select -> Plan -> Critique -> Implement -> Simplify -> Dedup -> Review (blind wrapper)

This is the automation-safe variant of besimple-broccoli.

• It uses the same planning + implementation flow.
• It automatically chooses recommended clarification options.
• It does not open PRs and does not post Linear comments.

Preconditions

• Confirm repo: git rev-parse --show-toplevel
• Ensure CLIs: codex, claude
• Ensure git commits are possible (user.name / user.email configured)

Required subskills

• plan-sketch
• plan-write
• plan-critique-loop
• implement-from-plan
• claude-simplify-wrapper
• dedup
• code-review-loop

Workflow

0. Prepare subagent logs and heartbeat

   LOG_DIR="/tmp/codex-subagent-logs/$(basename "$PWD")"
   HEARTBEAT_SECONDS=60
   SUBAGENT_TIMEOUT_SECONDS=7200
   mkdir -p "${LOG_DIR}"
   SKETCH_LOG="${LOG_DIR}/plan-sketch.log"
   WRITE_LOG="${LOG_DIR}/plan-write.log"
   CRITIQUE_LOG="${LOG_DIR}/plan-critique.log"
   SIMPLIFY_LOG="${LOG_DIR}/simplify.log"
   DEDUP_LOG="${LOG_DIR}/dedup.log"
   REVIEW_LOG="${LOG_DIR}/code-review.log"
   : > "${SKETCH_LOG}"
   : > "${WRITE_LOG}"
   : > "${CRITIQUE_LOG}"
   : > "${SIMPLIFY_LOG}"
   : > "${DEDUP_LOG}"
   : > "${REVIEW_LOG}"
   

   Resolve installed skill directories (so the wrapper works from any repo):

   resolve_skill_dir() {
     local name="$1"
     local repo_root=""
     repo_root="$(git rev-parse --show-toplevel 2>/dev/null || pwd)"
   
     local candidates=(
       "$repo_root/.agents/skills/$name"
       "$repo_root/.claude/skills/$name"
       "$HOME/.agents/skills/$name"
       "$HOME/.codex/skills/$name"
       "$HOME/.claude/skills/$name"
     )
   
     for d in "${candidates[@]}"; do
       if [[ -d "$d" ]]; then
         echo "$d"
         return 0
       fi
     done
   
     echo "Error: skill '$name' not found in repo-scoped or user-scoped skill dirs." >&2
     return 1
   }
   
   BESIMPLE_BROCCOLI_BLIND_SKILL_DIR="$(resolve_skill_dir besimple-broccoli-blind)"
   PLAN_SKETCH_SKILL_DIR="$(resolve_skill_dir plan-sketch)"
   PLAN_WRITE_SKILL_DIR="$(resolve_skill_dir plan-write)"
   PLAN_CRITIQUE_LOOP_SKILL_DIR="$(resolve_skill_dir plan-critique-loop)"
   SIMPLIFY_SKILL_DIR="$(resolve_skill_dir claude-simplify-wrapper)"
   DEDUP_SKILL_DIR="$(resolve_skill_dir dedup)"
   CODE_REVIEW_LOOP_SKILL_DIR="$(resolve_skill_dir code-review-loop)"
   

1. Write IDEA_FILE from user input

   • IDEA_FILE="${LOG_DIR}/idea.md"
   • Preserve the user message verbatim.

2. Run plan-sketch and auto-select recommended options

   SKETCH_DOC=$(python3 "$PLAN_SKETCH_SKILL_DIR/scripts/run_plan_sketch.py" --idea-file "${IDEA_FILE}" --output "${LOG_DIR}/sketch.md" --timeout "${SUBAGENT_TIMEOUT_SECONDS}" --progress-log "${SKETCH_LOG}" --heartbeat-seconds "${HEARTBEAT_SECONDS}")
   

   Extract the last user-questions block:

   QUESTIONS_BLOCK=$(awk '
     /^BEGIN_USER_QUESTIONS$/ {in_block=1; block=""; next}
     /^END_USER_QUESTIONS$/   {in_block=0; last=block; next}
     in_block                 {block = block $0 ORS}
     END                      {printf "%s", last}
   ' "${SKETCH_LOG}")
   

   Auto-pick recommended options by reading QUESTIONS_BLOCK directly in the LLM context (no shell/regex parsing):

   • Set AUTO_SELECTIONS to a comma-separated list of all labels whose option text ends with (Recommended) (for example: 1a, 2c).
   • Do not compute AUTO_SELECTIONS with awk, jq, or python.
   • If no recommended options are present, continue to empty feedback.

   Save synthetic feedback:

   USER_FEEDBACK_FILE="${LOG_DIR}/user-feedback.md"
   cat > "${USER_FEEDBACK_FILE}" <<'FEEDBACK'
   

User feedback (verbatim)

Append to IDEA_FILE:

• Clarification mode: automatic recommended picks
• Selected labels: ${AUTO_SELECTIONS}

3. Create working branch

   • Ensure clean tree:

     if [ -n "$(git status --porcelain)" ]; then
       echo "Working tree is not clean. Aborting before branch creation." >&2
       exit 1
     fi
     

   • Choose BASE_REF explicitly:
     • If the user explicitly asked for a base branch/commit in the request, use that.
     • Otherwise, derive the default remote branch:

       DEFAULT_BRANCH="$(git symbolic-ref --quiet --short refs/remotes/origin/HEAD 2>/dev/null | sed 's#^origin/##')"
       if [ -z "${DEFAULT_BRANCH}" ]; then
         if git show-ref --verify --quiet refs/remotes/origin/main; then DEFAULT_BRANCH=main;
         elif git show-ref --verify --quiet refs/remotes/origin/master; then DEFAULT_BRANCH=master;
         else
           echo "Could not determine origin default branch (origin/HEAD, main, master). Aborting." >&2
           exit 1
         fi
       fi
       BASE_REF="origin/${DEFAULT_BRANCH}"
       

   • Choose branch name explicitly from clarified scope:
     • Use task/ prefix.
     • Build a short slug from the clarified goal in IDEA_FILE (letters/numbers/dashes only, concise and specific).
     • Example: task/auto-select-recommended-options.
   • Sanitize, avoid collisions, and create the branch:

     BRANCH_NAME_SEED="task/<clarified-scope-slug>"
     BRANCH_NAME="${BRANCH_NAME_SEED}"
     BRANCH_NAME="$(echo "${BRANCH_NAME}" | tr '[:upper:]' '[:lower:]' | sed -E 's@[^a-z0-9._/-]+@-@g; s@/+@/@g; s@^-+@@; s@-+$@@; s@^/+@@; s@/+$@@')"
     if [ -z "${BRANCH_NAME}" ]; then
       echo "Branch name is empty after sanitization. Aborting." >&2
       exit 1
     fi
     BRANCH="${BRANCH_NAME}"
     if git show-ref --verify --quiet "refs/heads/${BRANCH}"; then
       i=2
       while git show-ref --verify --quiet "refs/heads/${BRANCH}-${i}"; do i=$((i+1)); done
       BRANCH="${BRANCH}-${i}"
     fi
     if ! git rev-parse --verify --quiet "${BASE_REF}^{commit}" >/dev/null; then
       echo "Base ref does not resolve to a commit: ${BASE_REF}. Aborting." >&2
       exit 1
     fi
     git checkout -b "${BRANCH}" "${BASE_REF}"
     

4. Build plan-write input

   PLAN_WRITE_INPUT="${LOG_DIR}/plan-write-input.md"
   python3 "$BESIMPLE_BROCCOLI_BLIND_SKILL_DIR/scripts/prepare_plan_write_input.py" \
     --sketch-doc "${SKETCH_DOC}" \
     --sketch-log "${SKETCH_LOG}" \
     --user-feedback "${USER_FEEDBACK_FILE}" \
     --output "${PLAN_WRITE_INPUT}"
   

5. Run plan-write and commit plan

   PLAN_DOC=$(python3 "$PLAN_WRITE_SKILL_DIR/scripts/run_plan_write.py" "${PLAN_WRITE_INPUT}" --timeout "${SUBAGENT_TIMEOUT_SECONDS}" --progress-log "${WRITE_LOG}" --heartbeat-seconds "${HEARTBEAT_SECONDS}")
   git add "${PLAN_DOC}"
   git commit -m "Plan: initial draft"
   

6. Run plan-critique-loop

   python3 "$PLAN_CRITIQUE_LOOP_SKILL_DIR/scripts/run_critique_loop.py" "${PLAN_DOC}" --max-iterations 2 --timeout "${SUBAGENT_TIMEOUT_SECONDS}" --progress-log "${CRITIQUE_LOG}" --heartbeat-seconds "${HEARTBEAT_SECONDS}"
   

7. Commit plan updates (if changed)

   git add "${PLAN_DOC}"
   git diff --cached --quiet || git commit -m "Plan critique: updates"
   

8. Git hygiene

   • Ensure codex-progress.log is ignored and untracked
   • Ensure clean tree
   • Record REVIEW_BASE_SHA=$(git rev-parse HEAD)

9. Implement from plan (inline)

   • Run implement-from-plan subskill with PLAN_DOC

10. Run simplify loop

    python3 "$SIMPLIFY_SKILL_DIR/scripts/run_simplify_loop.py" "${REVIEW_BASE_SHA}" --timeout "${SUBAGENT_TIMEOUT_SECONDS}" --progress-log "${SIMPLIFY_LOG}" --heartbeat-seconds "${HEARTBEAT_SECONDS}"
    

11. Run dedup loop

    python3 "$DEDUP_SKILL_DIR/scripts/run_dedup_loop.py" "${REVIEW_BASE_SHA}" --timeout "${SUBAGENT_TIMEOUT_SECONDS}" --progress-log "${DEDUP_LOG}" --heartbeat-seconds "${HEARTBEAT_SECONDS}"
    

12. Run review loop

    python3 "$CODE_REVIEW_LOOP_SKILL_DIR/scripts/run_review_loop.py" "${REVIEW_BASE_SHA}" --max-iterations 2 --timeout "${SUBAGENT_TIMEOUT_SECONDS}" --progress-log "${REVIEW_LOG}" --heartbeat-seconds "${HEARTBEAT_SECONDS}"
    

13. Stop

    • Do not open a PR.
    • Do not post Linear comments.
    • Leave branch/PR/comments to external automation worker.