/claude-simplify-wrapper
Run Claude's built-in /simplify skill on BASE_SHA..HEAD, validate checks, and commit.
$ npx -y skills add besimple-oss/broccoli --skill claude-simplify-wrapper --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/claude-simplify-wrapper
Context preview
The summary Claude sees to decide when to auto-load this skill.
Run Claude's built-in /simplify skill on BASE_SHA..HEAD, validate checks, and commit.
SKILL.md
claude-simplify-wrapper.SKILL.mdname: claude-simplify-wrapper
description: "Run Claude's built-in /simplify skill on BASE_SHA..HEAD, validate checks, and commit."
Simplify Loop
Input: a git base SHA/ref to simplify against (for example: `<sha>` or `HEAD~1`).
Preconditions
- Confirm you are in the intended repo: `git rev-parse --show-toplevel`
- Ensure you have a base commit SHA (prefer the commit from before the change set).
- Start from a clean working tree (required):
- `git status --porcelain` should be empty.
- Ensure git can create commits (stop if missing):
- If commits fail due to missing identity, configure `user.name` and `user.email`.
- Only `claude` CLI is required (no codex dependency).
Scope / intent
- This is a **simplification pass**, not a general code review.
- Invokes Claude's built-in `/simplify` skill which runs three parallel agents internally:
- Code reuse (find and eliminate duplication)
- Code quality (simplify convoluted logic)
- Code efficiency (remove unnecessary work)
- Changes are validated (build/lint/test) and committed automatically.
Architecture
Two-phase per iteration:
1. **Simplify subprocess** — Invokes `claude` with the `/simplify` prompt. The built-in skill handles its own three parallel agents and applies fixes directly to the working tree. 2. **Validate+commit subprocess** — A second `claude` subprocess that runs the repo's standard build/lint/test commands, fixes only breakages introduced by the simplify phase, stages and commits all changes, and emits `LOOP_STATUS: {...}` so the wrapper can decide whether to continue.
The loop stops when:
- The simplify phase produces no working-tree changes (nothing to simplify)
- The validate phase fails to make checks green
- Max iterations reached
Expected runtime
Typically runs 5–20 minutes per iteration. Allow at least 30 minutes for a single iteration.
Do **not** interrupt/restart the subagent if it looks stuck. The loop script owns stuck/timeout handling and will exit on its own when it completes or when `--timeout` is reached.
Run
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
}
SIMPLIFY_SKILL_DIR="$(resolve_skill_dir claude-simplify-wrapper)"
python3 "$SIMPLIFY_SKILL_DIR/scripts/run_simplify_loop.py" <base-sha>Options:
- `--max-iterations N` (default: 1)
- `--model <model>` (default: `claude-sonnet-4-6`)
- `--effort <effort>` (default: `high`)
- `--progress-log <path>` and `--heartbeat-seconds N`
- `--artifacts-dir <path>` (optional; stores subprocess outputs)
- `--timeout N` (per-subprocess timeout in seconds; default: 3600)
- `--review-only` (run simplify phase only; do not validate or commit)
- `--scope <pathspec>` (repeatable; restricts `git diff` to those paths)
Claude automation knobs (env vars; defaults shown):
- `PROMPT_TEMPLATES_CLAUDE_OUTPUT_FORMAT=stream-json` (`text|json|stream-json`)
- `PROMPT_TEMPLATES_CLAUDE_MIN_VERSION=2.1.33` (fail fast if installed Claude Code is older)
- `PROMPT_TEMPLATES_CLAUDE_STREAM_LOG_MAX_BYTES=10485760` (per invocation; set `0` for unlimited)
- `PROMPT_TEMPLATES_CLAUDE_INACTIVITY_TIMEOUT_SECONDS=180` (set `0` to disable)
- `PROMPT_TEMPLATES_CLAUDE_INACTIVITY_MIN_RUNTIME_SECONDS=30`
- `PROMPT_TEMPLATES_CLAUDE_PROMPT_BUDGET_BYTES=0` (disabled by default; set >0 to enforce)
Behavior:
- Each iteration runs in two fresh Claude subprocesses (claude-only, no codex required).
- Phase 1 invokes the bundled `/simplify` skill which applies fixes directly.
- Phase 2 validates changes, fixes any breakages, and commits.
- Claude subprocesses run in a native PTY (when available) and have an inactivity timeout; on classifiable Claude automation failures the script retries once.
- The script enforces commit hygiene per iteration: if the validator leaves working-tree changes, it auto-commits them before the next iteration.
Troubleshooting:
- `--progress-log` may include full tool outputs (diffs, file contents). Treat it as sensitive; stream-json logs are truncated by default via `PROMPT_TEMPLATES_CLAUDE_STREAM_LOG_MAX_BYTES`.
Read more
name: claude-simplify-wrapper description: "Run Claude's built-in /simplify skill on BASE_SHA..HEAD, validate checks, and commit."
Simplify Loop
Input: a git base SHA/ref to simplify against (for example: `<sha>` or `HEAD~1`).
Preconditions
- Confirm you are in the intended repo: `git rev-parse --show-toplevel`
- Ensure you have a base commit SHA (prefer the commit from before the change set).
- Start from a clean working tree (required):
- `git status --porcelain` should be empty.
- Ensure git can create commits (stop if missing):
- If commits fail due to missing identity, configure `user.name` and `user.email`.
- Only `claude` CLI is required (no codex dependency).
Scope / intent
- This is a **simplification pass**, not a general code review.
- Invokes Claude's built-in `/simplify` skill which runs three parallel agents internally:
- Code reuse (find and eliminate duplication)
- Code quality (simplify convoluted logic)
- Code efficiency (remove unnecessary work)
- Changes are validated (build/lint/test) and committed automatically.
Architecture
Two-phase per iteration:
1. **Simplify subprocess** — Invokes `claude` with the `/simplify` prompt. The built-in skill handles its own three parallel agents and applies fixes directly to the working tree. 2. **Validate+commit subprocess** — A second `claude` subprocess that runs the repo's standard build/lint/test commands, fixes only breakages introduced by the simplify phase, stages and commits all changes, and emits `LOOP_STATUS: {...}` so the wrapper can decide whether to continue.
The loop stops when:
- The simplify phase produces no working-tree changes (nothing to simplify)
- The validate phase fails to make checks green
- Max iterations reached
Expected runtime
Typically runs 5–20 minutes per iteration. Allow at least 30 minutes for a single iteration.
Do **not** interrupt/restart the subagent if it looks stuck. The loop script owns stuck/timeout handling and will exit on its own when it completes or when `--timeout` is reached.
Run
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
}
SIMPLIFY_SKILL_DIR="$(resolve_skill_dir claude-simplify-wrapper)"
python3 "$SIMPLIFY_SKILL_DIR/scripts/run_simplify_loop.py" <base-sha>Options:
- `--max-iterations N` (default: 1)
- `--model <model>` (default: `claude-sonnet-4-6`)
- `--effort <effort>` (default: `high`)
- `--progress-log <path>` and `--heartbeat-seconds N`
- `--artifacts-dir <path>` (optional; stores subprocess outputs)
- `--timeout N` (per-subprocess timeout in seconds; default: 3600)
- `--review-only` (run simplify phase only; do not validate or commit)
- `--scope <pathspec>` (repeatable; restricts `git diff` to those paths)
Claude automation knobs (env vars; defaults shown):
- `PROMPT_TEMPLATES_CLAUDE_OUTPUT_FORMAT=stream-json` (`text|json|stream-json`)
- `PROMPT_TEMPLATES_CLAUDE_MIN_VERSION=2.1.33` (fail fast if installed Claude Code is older)
- `PROMPT_TEMPLATES_CLAUDE_STREAM_LOG_MAX_BYTES=10485760` (per invocation; set `0` for unlimited)
- `PROMPT_TEMPLATES_CLAUDE_INACTIVITY_TIMEOUT_SECONDS=180` (set `0` to disable)
- `PROMPT_TEMPLATES_CLAUDE_INACTIVITY_MIN_RUNTIME_SECONDS=30`
- `PROMPT_TEMPLATES_CLAUDE_PROMPT_BUDGET_BYTES=0` (disabled by default; set >0 to enforce)
Behavior:
- Each iteration runs in two fresh Claude subprocesses (claude-only, no codex required).
- Phase 1 invokes the bundled `/simplify` skill which applies fixes directly.
- Phase 2 validates changes, fixes any breakages, and commits.
- Claude subprocesses run in a native PTY (when available) and have an inactivity timeout; on classifiable Claude automation failures the script retries once.
- The script enforces commit hygiene per iteration: if the validator leaves working-tree changes, it auto-commits them before the next iteration.
Troubleshooting:
- `--progress-log` may include full tool outputs (diffs, file contents). Treat it as sensitive; stream-json logs are truncated by default via `PROMPT_TEMPLATES_CLAUDE_STREAM_LOG_MAX_BYTES`.
AI teammates for your engineering loop. Broccoli turns Linear tickets into shipped PRs — powered by Claude and Codex, running on your own Google Cloud.
Repo: besimple-oss/broccoli
Other skills on broccoli.
- /besimple-broccoli-blind
Non-interactive wrapper: plan-sketch -> auto-pick recommended options -> plan-write -> plan-critique-loop -> implement-from-plan -> claude-simplify-wrapper -> dedup -> code-review-loop. No PR creation and no Linear comments.
Open skill - /besimple-tiny-broccoli
Small-change wrapper: implement → run repo checks → atomic commit → run dedup (BASE_SHA..HEAD).
Open skill - /code-review-loop
Iterative review+fix loop for BASE_SHA..HEAD: generate findings, apply accepted fixes, run checks, commit, and re-review up to 3 iterations or until clean.
Open skill - /dedup
Dedupe-only pass for BASE_SHA..HEAD: remove duplicate code introduced by the diff or reuse existing shared utils; applies changes + commits.
Open skill - /implement-from-plan
Implement an approved plan doc step-by-step in application or systems codebases, including Node/TS, Python, and C/C++ repos (build/lint/test per step, atomic commits, progress log hygiene). Use when you have a plan/*.md and want to execute it.
Open skill - /plan-critique-loop
Critique and revise an existing plan doc up to 3 iterations, using accept/reject triage and stopping early when no important feedback remains. Use when refining a plan/*.md before implementation.
Open skill

