Gstack Autoplan Review Pipeline
garrytan/gstack
Runs the gstack CEO, design, engineering and DX review skills on a plan file in sequence and makes borderline taste decisions automatically using six stated decision principles.
Auto-review pipeline — reads the full CEO, design, and eng review skills from disk and runs them sequentially with auto-decisions using 6 decision principles.
$ npx skills add mr-daedalium/ostack-saas --skill autoplan -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install mr-daedalium/ostack-saas autoplan --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/mr-daedalium/ostack-saas.git skills-src && mkdir -p .claude/skills && cp -r skills-src/autoplan .claude/skills/autoplan && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "autoplan" agent skill from https://github.com/mr-daedalium/ostack-saas/tree/main/autoplan into .claude/skills/autoplan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "autoplan", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/mr-daedalium/ostack-saas/tree/main/autoplanType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add mr-daedalium/ostack-saas --skill autoplan -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install mr-daedalium/ostack-saas autoplan --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mr-daedalium/ostack-saas.git skills-src && mkdir -p .agents/skills && cp -r skills-src/autoplan .agents/skills/autoplan && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "autoplan" agent skill from https://github.com/mr-daedalium/ostack-saas/tree/main/autoplan into .agents/skills/autoplan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "autoplan", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add mr-daedalium/ostack-saas --skill autoplan -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install mr-daedalium/ostack-saas autoplan --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mr-daedalium/ostack-saas.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/autoplan .cursor/skills/autoplan && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "autoplan" agent skill from https://github.com/mr-daedalium/ostack-saas/tree/main/autoplan into .cursor/skills/autoplan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "autoplan", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/mr-daedalium/ostack-saas.git --path autoplan--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add mr-daedalium/ostack-saas --skill autoplan -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install mr-daedalium/ostack-saas autoplan --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mr-daedalium/ostack-saas.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/autoplan .gemini/skills/autoplan && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "autoplan" agent skill from https://github.com/mr-daedalium/ostack-saas/tree/main/autoplan into .gemini/skills/autoplan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "autoplan", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install mr-daedalium/ostack-saas autoplanInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add mr-daedalium/ostack-saas --skill autoplan -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/mr-daedalium/ostack-saas.git skills-src && mkdir -p .github/skills && cp -r skills-src/autoplan .github/skills/autoplan && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "autoplan" agent skill from https://github.com/mr-daedalium/ostack-saas/tree/main/autoplan into .github/skills/autoplan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "autoplan", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add mr-daedalium/ostack-saas --skill autoplan -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install mr-daedalium/ostack-saas autoplan --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mr-daedalium/ostack-saas.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/autoplan .opencode/skills/autoplan && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "autoplan" agent skill from https://github.com/mr-daedalium/ostack-saas/tree/main/autoplan into .opencode/skills/autoplan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "autoplan", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
autoplanAuto-review pipeline — reads the full CEO, design, and eng review skills from disk and runs them sequentially with auto-decisions using 6 decision principles.
Autoplan is an agent skill from mr-daedalium/ostack-saas. Auto-review pipeline — reads the full CEO, design, and eng review skills from disk and runs them sequentially with auto-decisions using 6 decision principles. Surfaces taste decisions (close approaches, borderline scope, codex disagreements) at a final approval gate. One command, fully reviewed plan out. Use when asked to "auto review", "autoplan", "run all reviews", "review this plan automatically", or "make the decisions for me". Proactively suggest when the user has a plan file and wants to run the full review…
Its SKILL.md is about 7.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file.
The repository describes itself as: ostack — AI-powered engineering team for Claude Code. Fork of gstack by Garry Tan. The licence is MIT.
6 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit a67256d. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
BashReadWriteEditGlobGrepWebSearchAskUserQuestionFrom allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
gitghcodexFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use git and gh, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Autoplan loads about 7.8k tokens when it runs. Until then it costs about 146 tokens; SKILL.md has 3,689 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check noted patterns worth knowing about, such as sudo or a known installer.
allowed-tools: Bash, Read, Write, Edit, Glob, Grep, WebSearch, AskUserQuestionAutomated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from mr-daedalium/ostack-saas at commit a67256d, republished under its MIT licence (© mr-daedalium). 3,689 words, ~7,768 tokens.
.claude/skills/autoplan/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.<!-- AUTO-GENERATED from SKILL.md.tmpl — do not edit directly -->
<!-- Regenerate: bun run gen:skill-docs -->
_UPD=$(~/.claude/skills/ostack/bin/ostack-update-check 2>/dev/null || .claude/skills/ostack/bin/ostack-update-check 2>/dev/null || true)
[ -n "$_UPD" ] && echo "$_UPD" || true
mkdir -p ~/.ostack/sessions
touch ~/.ostack/sessions/"$PPID"
_SESSIONS=$(find ~/.ostack/sessions -mmin -120 -type f 2>/dev/null | wc -l | tr -d ' ')
find ~/.ostack/sessions -mmin +120 -type f -delete 2>/dev/null || true
_CONTRIB=$(~/.claude/skills/ostack/bin/ostack-config get ostack_contributor 2>/dev/null || true)
_PROACTIVE=$(~/.claude/skills/ostack/bin/ostack-config get proactive 2>/dev/null || echo "true")
_BRANCH=$(git branch --show-current 2>/dev/null || echo "unknown")
echo "BRANCH: $_BRANCH"
echo "PROACTIVE: $_PROACTIVE"
source <(~/.claude/skills/ostack/bin/ostack-repo-mode 2>/dev/null) || true
REPO_MODE=${REPO_MODE:-unknown}
echo "REPO_MODE: $REPO_MODE"If PROACTIVE is "false", do not proactively suggest ostack skills — only invoke
them when the user explicitly asks. The user opted out of proactive suggestions.
If output shows UPGRADE_AVAILABLE <old> <new>: read ~/.claude/skills/ostack/ostack-upgrade/SKILL.md and follow the "Inline upgrade flow" (auto-upgrade if configured, otherwise AskUserQuestion with 4 options, write snooze state if declined). If JUST_UPGRADED <from> <to>: tell user "Running ostack v{to} (just updated!)" and continue.
ALWAYS follow this structure:
(human: ~X / CC: ~Y)Skip AskUserQuestion entirely if there's a clear right answer — just do it and report.
Never hedge. Never pad with "great question." Never restate context the user already has. Compress ruthlessly. Trust the user to keep up.
AI makes the marginal cost of completeness near-zero. Do the complete thing. But the deeper question is whether you're completing the right thing.
Completeness without focus is waste. Before going deep, ask: is this the highest-leverage thing to build right now? If not, stop. The power of AI-assisted development is not doing everything — it's doing the right thing completely and fast. Say no to everything else.
Rapid collision with reality beats analysis. Ship the smallest thing that tests the riskiest assumption. Wrong fast is better than right slow. Conviction means committing to a direction, shipping it, and course-correcting from real signal — not hedging with half-implementations.
Concentrate effort, don't diversify. One complete feature beats three half-finished ones. One well-tested path beats broad shallow coverage. Find the 20% of work that drives 80% of value and do that completely.
Once you've decided something is worth doing:
| Task type | Human team | CC+ostack | Compression |
|---|---|---|---|
| Boilerplate / scaffolding | 2 days | 15 min | ~100x |
| Test writing | 1 day | 15 min | ~50x |
| Feature implementation | 1 week | 30 min | ~30x |
| Bug fix + regression test | 4 hours | 15 min | ~20x |
| Architecture / design | 2 days | 4 hours | ~5x |
| Research / exploration | 1 day | 3 hours | ~3x |
REPO_MODE from the preamble tells you who owns issues in this repo:
solo — One person does 80%+ of the work. They own everything. When you notice issues outside the current branch's changes (test failures, deprecation warnings, security advisories, linting errors, dead code, env problems), investigate and offer to fix proactively. The solo dev is the only person who will fix it. Default to action.collaborative — Multiple active contributors. When you notice issues outside the branch's changes, flag them via AskUserQuestion — it may be someone else's responsibility. Default to asking, not fixing.unknown — Treat as collaborative (safer default — ask before fixing).See Something, Say Something: Whenever you notice something that looks wrong during ANY workflow step — not just test failures — flag it briefly. One sentence: what you noticed and its impact. In solo mode, follow up with "Want me to fix it?" In collaborative mode, just flag it and move on.
Never let a noticed issue silently pass. The whole point is proactive communication.
Before building infrastructure, unfamiliar patterns, or anything the runtime might have a built-in — search first. Read ~/.claude/skills/ostack/ETHOS.md for the full philosophy.
Three layers of knowledge:
Eureka moment: When first-principles reasoning reveals conventional wisdom is wrong, name it clearly: "EUREKA: Everyone does X because [assumption]. But [evidence] shows this is wrong. Y is better because [reasoning]."
Carry that insight into the rest of the skill instead of treating it like a side note.
WebSearch fallback: If WebSearch is unavailable, skip the search step and note: "Search unavailable — proceeding with in-distribution knowledge only."
If _CONTRIB is true: you are in contributor mode. You're a ostack user who also helps make it better.
At the end of each major workflow step (not after every single command), reflect on the ostack tooling you used. Rate your experience 0 to 10. If it wasn't a 10, think about why. If there is an obvious, actionable bug OR an insightful, interesting thing that could have been done better by ostack code or skill markdown — file a field report. Maybe our contributor will help make us better!
Calibration — this is the bar: For example, $B js "await fetch(...)" used to fail with SyntaxError: await is only valid in async functions because ostack didn't wrap expressions in async context. Small, but the input was reasonable and ostack should have handled it — that's the kind of thing worth filing. Things less consequential than this, ignore.
NOT worth filing: user's app bugs, network errors to user's URL, auth failures on user's site, user's own JS logic bugs.
To file: write ~/.ostack/contributor-logs/{slug}.md with all sections below (do not truncate — include every section through the Date/Version footer):
# {Title}
Hey ostack team — ran into this while using /{skill-name}:
**What I was trying to do:** {what the user/agent was attempting}
**What happened instead:** {what actually happened}
**My rating:** {0-10} — {one sentence on why it wasn't a 10}
## Steps to reproduce
1. {step}
## Raw output{paste the actual error or unexpected output here}
## What would make this a 10
{one sentence: what ostack should have done differently}
**Date:** {YYYY-MM-DD} | **Version:** {ostack version} | **Skill:** /{skill}Slug: lowercase, hyphens, max 60 chars (e.g. browse-js-no-await). Skip if file already exists. Max 3 reports per session. File inline and continue — don't stop the workflow. Tell user: "Filed ostack field report: {title}"
When completing a skill workflow, report status using one of:
It is always OK to stop and say "this is too hard for me" or "I'm not confident in this result."
Bad work is worse than no work. You will not be penalized for escalating.
Escalation format:
STATUS: BLOCKED | NEEDS_CONTEXT
REASON: [1-2 sentences]
ATTEMPTED: [what you tried]
RECOMMENDATION: [what the user should do next]When you are in plan mode and about to call ExitPlanMode:
## OSTACK REVIEW REPORT section.```bash ~/.claude/skills/ostack/bin/ostack-review-read ```
Then write a ## OSTACK REVIEW REPORT section to the end of the plan file:
---CONFIG---): format the
standard report table with runs/status/findings per skill, same format as the review
skills use.NO_REVIEWS or empty: write this placeholder table:```markdown
| Review | Trigger | Why | Runs | Status | Findings |
|---|---|---|---|---|---|
| CEO Review | `/plan-ceo-review` | Scope & strategy | 0 | — | — |
| Codex Review | `/codex review` | Independent 2nd opinion | 0 | — | — |
| Eng Review | `/plan-eng-review` | Architecture & tests (required) | 0 | — | — |
| Design Review | `/plan-design-review` | UI/UX gaps | 0 | — | — |
VERDICT: NO REVIEWS YET — run `/autoplan` for full review pipeline, or individual reviews above. ```
PLAN MODE EXCEPTION — ALWAYS RUN: This writes to the plan file, which is the one file you are allowed to edit in plan mode. The plan file review report is part of the plan's living status.
Determine which branch this PR targets. Use the result as "the base branch" in all subsequent steps.
Check if a PR already exists for this branch:
gh pr view --json baseRefName -q .baseRefName
If this succeeds, use the printed branch name as the base branch.
If no PR exists (command fails), detect the repo's default branch:
gh repo view --json defaultBranchRef -q .defaultBranchRef.name
If both commands fail, fall back to main.
Print the detected base branch name. In every subsequent git diff, git log,
git fetch, git merge, and gh pr create command, substitute the detected
branch name wherever the instructions say "the base branch."
When the design doc check above prints "No design doc found," offer the prerequisite skill before proceeding.
Say to the user via AskUserQuestion:
"No design doc found for this branch.
/office-hoursproduces a structured problem statement, premise challenge, and explored alternatives — it gives this review much sharper input to work with. Takes about 10 minutes. The design doc is per-feature, not per-product — it captures the thinking behind this specific change."
Options:
If they skip: "No worries — standard review. If you ever want sharper input, try /office-hours first next time." Then proceed normally. Do not re-offer later in the session.
If they choose A:
Say: "Running /office-hours inline. Once the design doc is ready, I'll pick up the review right where we left off."
Read the office-hours skill file from disk using the Read tool:
~/.claude/skills/ostack/office-hours/SKILL.md
Follow it inline, skipping these sections (already handled by the parent skill):
If the Read fails (file not found), say: "Could not load /office-hours — proceeding with standard review."
After /office-hours completes, re-run the design doc check:
SLUG=$(~/.claude/skills/ostack/browse/bin/remote-slug 2>/dev/null || basename "$(git rev-parse --show-toplevel 2>/dev/null || pwd)")
BRANCH=$(git rev-parse --abbrev-ref HEAD 2>/dev/null | tr '/' '-' || echo 'no-branch')
DESIGN=$(ls -t ~/.ostack/projects/$SLUG/*-$BRANCH-design-*.md 2>/dev/null | head -1)
[ -z "$DESIGN" ] && DESIGN=$(ls -t ~/.ostack/projects/$SLUG/*-design-*.md 2>/dev/null | head -1)
[ -n "$DESIGN" ] && echo "Design doc found: $DESIGN" || echo "No design doc found"If a design doc is now found, read it and continue the review. If none was produced (user may have cancelled), proceed with standard review.
One command. Rough plan in, fully reviewed plan out.
/autoplan reads the full CEO, design, and eng review skill files from disk and follows them at full depth — same rigor, same sections, same methodology as running each skill manually. The only difference: intermediate AskUserQuestion calls are auto-decided using the 6 principles below. Taste decisions (where reasonable people could disagree) are surfaced at a final approval gate.
These rules auto-answer every intermediate question:
Conflict resolution (context-dependent tiebreakers):
Every auto-decision is classified:
Mechanical — one clearly right answer. Auto-decide silently. Examples: run codex (always yes), run evals (always yes), reduce scope on a complete plan (always no).
Taste — reasonable people could disagree. Auto-decide with recommendation, but surface at the final gate. Three natural sources:
Auto-decide replaces the USER'S judgment with the 6 principles. It does NOT replace the ANALYSIS. Every section in the loaded skill files must still be executed at the same depth as the interactive version. The only thing that changes is who answers the AskUserQuestion: you do, using the 6 principles, instead of the user.
You MUST still:
You MUST NOT:
"No issues found" is a valid output for a section — but only after doing the analysis. State what you examined and why nothing was flagged (1-2 sentences minimum). "Skipped" is never valid for a non-skip-listed section.
Before doing anything, save the plan file's current state to an external file:
eval "$(~/.claude/skills/ostack/bin/ostack-slug 2>/dev/null)" && mkdir -p ~/.ostack/projects/$SLUG
BRANCH=$(git rev-parse --abbrev-ref HEAD 2>/dev/null | tr '/' '-')
DATETIME=$(date +%Y%m%d-%H%M%S)
echo "RESTORE_PATH=$HOME/.ostack/projects/$SLUG/${BRANCH}-autoplan-restore-${DATETIME}.md"Write the plan file's full contents to the restore path with this header:
# /autoplan Restore Point
Captured: [timestamp] | Branch: [branch] | Commit: [short hash]
## Re-run Instructions
1. Copy "Original Plan State" below back to your plan file
2. Invoke /autoplan
## Original Plan State
[verbatim plan file contents]Then prepend a one-line HTML comment to the plan file:
<!-- /autoplan restore point: [RESTORE_PATH] -->
ls -t ~/.ostack/projects/$SLUG/*-design-*.md 2>/dev/null | head -1Read each file using the Read tool:
~/.claude/skills/ostack/plan-ceo-review/SKILL.md~/.claude/skills/ostack/plan-design-review/SKILL.md (only if UI scope detected)~/.claude/skills/ostack/plan-eng-review/SKILL.mdSection skip list — when following a loaded skill file, SKIP these sections (they are already handled by /autoplan):
Follow ONLY the review-specific methodology, sections, and required outputs.
Output: "Here's what I'm working with: [plan summary]. UI scope: [yes/no]. Loaded review skills from disk. Starting full review pipeline with auto-decisions."
Follow plan-ceo-review/SKILL.md — all sections, full depth. Override: every AskUserQuestion → auto-decide using the 6 principles.
Override rules:
Required execution checklist (CEO):
Step 0 (0A-0F) — run each sub-step and produce:
Sections 1-10 — for EACH section, run the evaluation criteria from the loaded skill file:
Mandatory outputs from Phase 1:
Follow plan-design-review/SKILL.md — all 7 dimensions, full depth. Override: every AskUserQuestion → auto-decide using the 6 principles.
Override rules:
Follow plan-eng-review/SKILL.md — all sections, full depth. Override: every AskUserQuestion → auto-decide using the 6 principles.
Override rules:
codex exec "Review this plan for architectural issues, missing edge cases, and hidden complexity. Be adversarial. File: <plan_path>" -s read-only --enable web_search_cached
Timeout: 10 minutes, then proceed with "Codex timed out — single-reviewer mode"~/.ostack/projects/$SLUG/{user}-{branch}-test-plan-{datetime}.mdRequired execution checklist (Eng):
Step 0 (Scope Challenge): Read actual code referenced by the plan. Map each sub-problem to existing code. Run the complexity check. Produce concrete findings.
Step 0.5 (Codex): Run if available. Present full output under CODEX SAYS header.
Section 1 (Architecture): Produce ASCII dependency graph showing new components and their relationships to existing ones. Evaluate coupling, scaling, security.
Section 2 (Code Quality): Identify DRY violations, naming issues, complexity. Reference specific files and patterns. Auto-decide each finding.
Section 3 (Test Review) — NEVER SKIP OR COMPRESS. This section requires reading actual code, not summarizing from memory.
Section 4 (Performance): Evaluate N+1 queries, memory, caching, slow paths.
Mandatory outputs from Phase 3:
After each auto-decision, append a row to the plan file using Edit:
<!-- AUTONOMOUS DECISION LOG -->
## Decision Audit Trail
| # | Phase | Decision | Principle | Rationale | Rejected |
|---|-------|----------|-----------|-----------|----------|Write one row per decision incrementally (via Edit). This keeps the audit on disk, not accumulated in conversation context.
Before presenting the Final Approval Gate, verify that required outputs were actually produced. Check the plan file and conversation for each item.
Phase 1 (CEO) outputs:
Phase 2 (Design) outputs — only if UI scope detected:
Phase 3 (Eng) outputs:
Audit trail:
If ANY checkbox above is missing, go back and produce the missing output. Max 2 attempts — if still missing after retrying twice, proceed to the gate with a warning noting which items are incomplete. Do not loop indefinitely.
STOP here and present the final state to the user.
Present as a message, then use AskUserQuestion:
## /autoplan Review Complete
### Plan Summary
[1-3 sentence summary]
### Decisions Made: [N] total ([M] auto-decided, [K] choices for you)
### Your Choices (taste decisions)
[For each taste decision:]
**Choice [N]: [title]** (from [phase])
I recommend [X] — [principle]. But [Y] is also viable:
[1-sentence downstream impact if you pick Y]
### Auto-Decided: [M] decisions [see Decision Audit Trail in plan file]
### Review Scores
- CEO: [summary]
- Design: [summary or "skipped, no UI scope"]
- Eng: [summary]
- Codex: [summary or "unavailable"]
### Deferred to TODOS.md
[Items auto-deferred with reasons]Cognitive load management:
AskUserQuestion options:
Option handling:
On approval, write 3 separate review log entries so /ship's dashboard recognizes them:
COMMIT=$(git rev-parse --short HEAD 2>/dev/null)
TIMESTAMP=$(date -u +%Y-%m-%dT%H:%M:%SZ)
~/.claude/skills/ostack/bin/ostack-review-log '{"skill":"plan-ceo-review","timestamp":"'"$TIMESTAMP"'","status":"clean","unresolved":0,"critical_gaps":0,"mode":"SELECTIVE_EXPANSION","via":"autoplan","commit":"'"$COMMIT"'"}'
~/.claude/skills/ostack/bin/ostack-review-log '{"skill":"plan-eng-review","timestamp":"'"$TIMESTAMP"'","status":"clean","unresolved":0,"critical_gaps":0,"issues_found":0,"mode":"FULL_REVIEW","via":"autoplan","commit":"'"$COMMIT"'"}'If Phase 2 ran (UI scope):
~/.claude/skills/ostack/bin/ostack-review-log '{"skill":"plan-design-review","timestamp":"'"$TIMESTAMP"'","status":"clean","unresolved":0,"via":"autoplan","commit":"'"$COMMIT"'"}'Replace field values with actual counts from the review.
Suggest next step: /ship when ready to create the PR.
© mr-daedalium, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file in autoplan of mr-daedalium/ostack-saas.
Open the folder on GitHubat commit a67256d
Autoplan next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Autoplan this skillmr-daedalium/ostack-saas | 114 | — | ~7.8k | Automated safety check: Notes | MIT | |
| Gstack Autoplan Review Pipelinegarrytan/gstack | 136k | — | ~16k | Automated safety check: Notes | MIT | |
| CEO Plan Reviewgarrytan/gstack | 136k | — | ~2.6k | Automated safety check: Pass | MIT | |
| CEO Plan Reviewgarrytan/gstack | 136k | — | ~20k | Automated safety check: Notes | MIT | |
| Ceo Advisordavila7/claude-code-templates | 33k | 1 repos | ~2.8k | Automated safety check: Pass | MIT | |
| Ceo Advisoralirezarezvani/claude-skills | 28k | 1 repos | ~2k | Automated safety check: Pass | MIT |
garrytan/gstack
Runs the gstack CEO, design, engineering and DX review skills on a plan file in sequence and makes borderline taste decisions automatically using six stated decision principles.
garrytan/gstack
Reviews a plan or proposal the way a demanding CEO would, in one of four scope modes, and flags failure modes and gaps without touching any code.
garrytan/gstack
Reviews a plan from a founder's point of view, questioning premises and scope in one of four modes that run from expansion to reduction.
davila7/claude-code-templates
Executive leadership guidance for strategic decision-making, organizational development, and stakeholder management.
alirezarezvani/claude-skills
Executive leadership guidance for strategic decision-making, organizational development, and stakeholder management.
sickn33/agentic-awesome-skills
A skill your agent uses when designing or reviewing polished product UI with Emil Kowalski-inspired animation, interaction, and component craft guidance.
mr-daedalium/ostack-saas
Fast headless browser for QA testing and site dogfooding. An agent skill from mr-daedalium/ostack-saas.
mr-daedalium/ostack-saas
Performance regression detection using the browse daemon. An agent skill from mr-daedalium/ostack-saas.
mr-daedalium/ostack-saas
Restrict file edits to a specific directory for the session.
mr-daedalium/ostack-saas
Fast headless browser for QA testing and site dogfooding. An agent skill from mr-daedalium/ostack-saas.
mr-daedalium/ostack-saas
Full safety mode: destructive command warnings + directory-scoped edits.
mr-daedalium/ostack-saas
Systematic debugging with root cause investigation. An agent skill from mr-daedalium/ostack-saas.
Auto-review pipeline — reads the full CEO, design, and eng review skills from disk and runs them sequentially with auto-decisions using 6 decision principles. Autoplan is an agent skill from mr-daedalium/ostack-saas. Auto-review pipeline — reads the full CEO, design, and eng review skills from disk and runs them sequentially with auto-decisions using 6 decision principles.
Autoplan fits situations like: asked to auto review; run all reviews; review this plan automatically; make the decisions for me.
Run `npx skills add mr-daedalium/ostack-saas --skill autoplan -a claude-code`. Or copy the skill folder (autoplan in mr-daedalium/ostack-saas) into .claude/skills/autoplan in your project. Claude Code loads it when a task matches its description.
Run `npx skills add mr-daedalium/ostack-saas --skill autoplan -a codex`. Or copy the skill folder (autoplan in mr-daedalium/ostack-saas) into .agents/skills/autoplan in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add mr-daedalium/ostack-saas --skill autoplan -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/autoplan, .gemini/skills/autoplan, .github/skills/autoplan and .opencode/skills/autoplan in your project.
Going by SKILL.md and its folder, Autoplan needs the command-line tools its instructions call (git, gh and codex). Its frontmatter pre-approves these tools: Bash, Read, Write, Edit, Glob, Grep, WebSearch, AskUserQuestion.
SKILL.md contains no URLs. Its commands use git and gh, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
Autoplan is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 7.8k tokens (SKILL.md is roughly 31k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Autoplan: Gstack Autoplan Review Pipeline (garrytan/gstack, 136k stars), CEO Plan Review (garrytan/gstack, 136k stars), CEO Plan Review (garrytan/gstack, 136k stars) and Ceo Advisor (davila7/claude-code-templates, 33k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
mr-daedalium (a GitHub user) maintains it in mr-daedalium/ostack-saas, which has 114 GitHub stars. The repository holds 23 skills in this directory. The repository was last updated on March 31, 2026.
Source: mr-daedalium/ostack-saas on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.