Subagent
ethanhq/cc-fleet
Fan out a one-shot or flat parallel batch of cc-fleet PROVIDER subagents (headless cc-fleet subagent) that return a result — DeepSeek / GLM / Kimi / Qwen / MiniMax, or a Codex/Claude subscription.
Orchestrate the implement-review loop for Spec Kitty work packages using any configured agent.
$ npx skills add spec-kitty/spec-kitty --skill spec-kitty-implement-review -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install spec-kitty/spec-kitty spec-kitty-implement-review --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/spec-kitty/spec-kitty.git skills-src && mkdir -p .claude/skills && cp -r skills-src/src/charter/offering/skills/spec-kitty-implement-review .claude/skills/spec-kitty-implement-review && 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 "spec-kitty-implement-review" agent skill from https://github.com/spec-kitty/spec-kitty/tree/main/src/charter/offering/skills/spec-kitty-implement-review into .claude/skills/spec-kitty-implement-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "spec-kitty-implement-review", 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/spec-kitty/spec-kitty/tree/main/src/charter/offering/skills/spec-kitty-implement-reviewType 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 spec-kitty/spec-kitty --skill spec-kitty-implement-review -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install spec-kitty/spec-kitty spec-kitty-implement-review --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/spec-kitty/spec-kitty.git skills-src && mkdir -p .agents/skills && cp -r skills-src/src/charter/offering/skills/spec-kitty-implement-review .agents/skills/spec-kitty-implement-review && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "spec-kitty-implement-review" agent skill from https://github.com/spec-kitty/spec-kitty/tree/main/src/charter/offering/skills/spec-kitty-implement-review into .agents/skills/spec-kitty-implement-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "spec-kitty-implement-review", 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 spec-kitty/spec-kitty --skill spec-kitty-implement-review -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install spec-kitty/spec-kitty spec-kitty-implement-review --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/spec-kitty/spec-kitty.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/src/charter/offering/skills/spec-kitty-implement-review .cursor/skills/spec-kitty-implement-review && 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 "spec-kitty-implement-review" agent skill from https://github.com/spec-kitty/spec-kitty/tree/main/src/charter/offering/skills/spec-kitty-implement-review into .cursor/skills/spec-kitty-implement-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "spec-kitty-implement-review", 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/spec-kitty/spec-kitty.git --path src/charter/offering/skills/spec-kitty-implement-review--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 spec-kitty/spec-kitty --skill spec-kitty-implement-review -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install spec-kitty/spec-kitty spec-kitty-implement-review --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/spec-kitty/spec-kitty.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/src/charter/offering/skills/spec-kitty-implement-review .gemini/skills/spec-kitty-implement-review && 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 "spec-kitty-implement-review" agent skill from https://github.com/spec-kitty/spec-kitty/tree/main/src/charter/offering/skills/spec-kitty-implement-review into .gemini/skills/spec-kitty-implement-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "spec-kitty-implement-review", 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 spec-kitty/spec-kitty spec-kitty-implement-reviewInstalls 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 spec-kitty/spec-kitty --skill spec-kitty-implement-review -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/spec-kitty/spec-kitty.git skills-src && mkdir -p .github/skills && cp -r skills-src/src/charter/offering/skills/spec-kitty-implement-review .github/skills/spec-kitty-implement-review && 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 "spec-kitty-implement-review" agent skill from https://github.com/spec-kitty/spec-kitty/tree/main/src/charter/offering/skills/spec-kitty-implement-review into .github/skills/spec-kitty-implement-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "spec-kitty-implement-review", 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 spec-kitty/spec-kitty --skill spec-kitty-implement-review -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install spec-kitty/spec-kitty spec-kitty-implement-review --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/spec-kitty/spec-kitty.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/src/charter/offering/skills/spec-kitty-implement-review .opencode/skills/spec-kitty-implement-review && 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 "spec-kitty-implement-review" agent skill from https://github.com/spec-kitty/spec-kitty/tree/main/src/charter/offering/skills/spec-kitty-implement-review into .opencode/skills/spec-kitty-implement-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "spec-kitty-implement-review", 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.
spec-kitty-implement-reviewOrchestrate the implement-review loop for Spec Kitty work packages using any configured agent.
Spec Kitty Implement Review is an agent skill from spec-kitty/spec-kitty. Orchestrate the implement-review loop for Spec Kitty work packages using any configured agent. Covers agent dispatch, state transitions, rejection cycles, arbiter escalation, and dependency-aware sequencing across all 13 supported coding agents. Triggers: "implement and review WPs", "run the implement-review loop", "orchestrate WP implementation", "dispatch agents for WPs", "coordinate implement and review", "sprint through WPs". Does NOT handle: specify/plan/tasks phases, setup or repair, glossary maintenance…
Its SKILL.md is about 10k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/agent-dispatch-matrix.md` and `references/rejection-loop-checklist.md`).
It sits in Agent Workflows, covering Subagents. It works with Qwen. The repository describes itself as: Spec-Driven Development with organizational governance. Specs tell AI agents what to build; Charter governs how they build it. Git-native missions, enforceable workflows, and… The licence is MIT.
6 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit e533131. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
gitclaudecodexgeminiopencodejqFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use git, 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.
Spec Kitty Implement Review loads about 10k tokens when it runs, and up to ~12k if it reads all its reference files. Until then it costs about 147 tokens; SKILL.md has 3,553 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 found no risky patterns in SKILL.md.
Automated 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 spec-kitty/spec-kitty at commit e533131, republished under its MIT licence (© spec-kitty). 3,553 words, ~10,394 tokens.
.claude/skills/spec-kitty-implement-review/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.Orchestrate the implement-review loop for Spec Kitty work packages. This skill teaches any agent how to dispatch implementation and review to the configured agents, handle rejection loops, enforce cycle limits, and sequence WPs by dependency graph.
Spec-kitty selects agents from .kittify/config.yaml:
agents:
available: [claude, codex, opencode]
auto_commit: trueThe orchestrator does NOT hardcode agent names. Instead:
# Check which agents are configured
spec-kitty agent config list
# The workflow commands handle agent selection internally
spec-kitty agent action implement WP01 --agent <tool> --profile <profile>
spec-kitty agent action review WP01 --agent <tool> --profile <profile>Not all agents can be dispatched the same way. The dispatch method depends on the agent's CLI capabilities:
| Agent | Config Key | CLI Dispatch | Can Run move-task | Tier |
|---|---|---|---|---|
| Claude Code | claude | claude -p "prompt" --output-format json | Yes | 1 |
| GitHub Codex | codex | codex exec --sandbox danger-full-access -C <dir> - (stdin) | Yes | 1 |
| Google Gemini | gemini | gemini -p "prompt" --yolo --output-format json | Yes | 1 |
| LLxprt Code | llxprt | llxprt -p "prompt" --approval-mode=yolo | Yes | 1 |
| GitHub Copilot | copilot | copilot -p "prompt" --yolo --silent | Yes | 1 |
| OpenCode | opencode | opencode run "prompt" --format json | Yes | 1 |
| Qwen Code | qwen | qwen -p "prompt" --yolo --output-format json | Yes | 1 |
| Kilocode | kilocode | kilocode -a --yolo -j "prompt" | Yes | 1 |
| Augment Code | auggie | auggie --acp "prompt" | Yes | 1 |
| Cursor | cursor | timeout 300 cursor agent -p --force "prompt" | Yes (may hang) | 2 |
| Windsurf | windsurf | GUI only | No (orchestrator must) | 3 |
| Roo Cline | roo | No official CLI | No (orchestrator must) | 3 |
| Amazon Q | q | Transitioning | No (orchestrator must) | 3 |
| Antigravity | antigravity | Google agent framework | Varies | 1 |
Tier 1: Full headless CLI. Orchestrator dispatches and agent runs autonomously.
Tier 2: CLI exists but needs workarounds (timeout wrappers, retry).
Tier 3: GUI-only or no stable CLI. Orchestrator must run move-task after
the agent completes, because the agent cannot run shell commands.
Keep implement-review sessions narrowly scoped. Compact after task pivots and avoid combining architecture, debugging, and implementation in one long session. If the work changes mode, preserve the current status and start a fresh compacted context before continuing.
Use subagents whenever a task can be done in an isolated context, even if the work is not part of a large parallel sprint. Good candidates include one WP in a separate worktree, a review pass against a fixed diff, a focused debugging investigation, or validation that can run independently from the orchestrator's next scheduling decision.
Unattended implement-review runs are long-lived: a dispatched implementation
agent can run for many minutes between the short-lived spec-kitty CLI calls
that claim and move WPs. None of those CLI calls hold the host machine awake
by themselves — only a process that stays alive for the whole session can. If
the host sleeps mid-dispatch (default laptop power settings on macOS), the
dispatched agent is silently killed or its connection drops, and nothing in
the mission state records why. The failure then looks identical to a flaky or
stalled agent (see the Stale WP entry under Troubleshooting).
Before dispatching the first agent, hold a keep-awake assertion for the session and release it when the loop ends:
# macOS: idle-sleep assertion tied to this shell's own PID, backgrounded so
# it does not block. Does NOT prevent lid-close sleep -- for a fully
# unattended run, also disable lid-close sleep while plugged in, or keep
# the lid open.
caffeinate -i -w $$ &
CAFFEINATE_PID=$!Release it after Step 6 (accept/merge) or whenever the loop is explicitly halted:
kill "$CAFFEINATE_PID" 2>/dev/null || trueLinux (systemd distros — the large majority): systemd-inhibit is the
equivalent, and its tail --pid form self-releases when the process dies,
mirroring caffeinate -w (no polling):
systemd-inhibit --what=idle:sleep --why="spec-kitty implement-review" \
tail --pid $$ -f /dev/null &
INHIBIT_PID=$!
# release: kill "$INHIBIT_PID" 2>/dev/null || trueNon-systemd Linux (Alpine, minimal containers) has no standard primitive — it no-ops; rely on the host not sleeping.
Windows: there is no shell one-liner. The keep-awake primitive is the Win32
SetThreadExecutionState API (callable from ctypes, no extra dependency), so
it must be held by a live process, not a command — run under
spec-kitty-orchestrator (below), or accept that an unattended Windows session
can sleep.
Canonical cross-platform home. When spec-kitty-orchestrator (the standalone
binary, not an agent-harness session following this skill) drives the run, skip
all of the above: it holds the idle-sleep assertion for the duration of
orchestrate/resume (on by default; --no-caffeinate to opt out — see its
README) behind a single no-op-safe prevent_idle_sleep() seam, which is the
intended home for this handling across platforms. That coverage is internal to
the binary and does not extend to an agent-harness session following this skill
directly — which is exactly why the per-platform guidance above exists.
Every WP MUST follow this state flow:
planned --> claimed --> [workflow implement] --> in_progress --> [agent works] --> for_review --> in_review --> approved or plannedAfter review rejection (WP moves back to planned with review_status: has_feedback):
planned --> claimed --> [workflow implement] --> in_progress --> [agent fixes] --> for_review --> in_review --> approved or plannedAfter ALL WPs are approved: run spec-kitty accept --mission <slug> first as
the mission-readiness nudge. If acceptance passes, run
spec-kitty merge --mission <slug> to merge everything and move WPs to done.
approved unblocks dependents immediately. Do NOT wait for done before
starting dependent WPs. The done lane is only reached via mission merge.
To determine what to do next, always run:
spec-kitty next --agent <your-name> --mission <mission-slug>Note:
--missionis the canonical selector. The legacy--featurealias has been removed from the internal/agent commands (e.g.agent action implement,agent action review); always use--mission.
This reads the dependency graph and current lane state and returns the exact command. Do NOT reason about lane transitions yourself.
Implementation is a two-step process: claim the workspace, then dispatch an agent to do the work.
OUTPUT=$(spec-kitty agent action implement WP## --mission <slug> --agent <tool> --profile <profile> 2>&1)Resolved dispatch identity — pass the values selected by the dispatcher so the claim records what actually ran, rather than copying the authored frontmatter recommendation:
--agent <tool> --profile <resolved-profile> [--model <resolved-model> --invocation-id <op-id>]Examples:
--agent claude --profile python-pedro--agent claude --profile implementer-ivan--agent claude --model claude-haiku-4-5 --profile reviewer-renata --invocation-id <op-id>Pass --model only with a correlated --invocation-id. The durable Op's
mission identity, WP, action, profile, and catalog-winning model must match the
claim; missing, malformed, or mismatched evidence fails closed. A direct
--profile is resolved through the canonical profile registry. A bare
--agent claim remains allowed, but records explicit absence for model/profile
instead of fabricating values from frontmatter.
This command:
planned to in_progressCapture from output:
Workspace: cd <path>cat <path>WORKSPACE=$(echo "$OUTPUT" | grep 'Workspace: cd ' | sed 's/.*Workspace: cd //')
PROMPT_FILE=$(echo "$OUTPUT" | grep 'cat ' | sed 's/.*cat //')How you dispatch depends on your execution context.
If you are a Claude Code agent orchestrating via subagents (Task tool):
Task(
subagent_type="general-purpose",
description="Implement WP##",
prompt=f"""You are implementing WP## for mission <slug>.
**CRITICAL: Work in the worktree directory:**
cd {WORKSPACE}
**Read the full implementation prompt:**
cat {PROMPT_FILE}
The prompt contains all context, acceptance criteria, and review feedback
(if re-implementing after rejection).
**Your task:**
1. Read the implementation prompt (contains all details)
2. If re-implementing: Read review feedback, update review_status: "acknowledged"
3. Read existing code paths BEFORE implementing
4. Implement all subtasks
5. Write tests that verify the contract (what the spec says)
6. Integration verification (MANDATORY before moving to for_review):
- Verify new code is ACTUALLY CALLED from live entry points (not just defined)
- Grep for imports of your new module in the files that should call it
- If you created a new function/class, grep the codebase for callers — zero callers means the capability is dead code
- Verify old code paths are removed or redirected
- Grep for old function/class names to confirm removal
CRITICAL: A module with passing tests but no callers is NOT implemented.
The most common review failure is dead code — tests pass but the capability
is never invoked from the live command path.
7. Run the project's declared validation command before handoff
8. **Diff-scoped lint sweep (MANDATORY before move-task to for_review)**:
Catches lint regressions before they reach the cycle-1 reviewer — unused-import
or formatting violations introduced by a WP should be caught here, scoped to the
diff only so the implementer does not drown in pre-existing warnings owned by
other WPs. Use the project's declared linter (see charter / project README for
the configured command and source-file extension).
```bash
# Replace `<ext>` with the project's source-file extension (e.g. py, ts, rs, go)
# and `<lint-command>` with the project's configured linter invocation.
CHANGED_SRC=$(git diff --name-only --diff-filter=AMR HEAD | rg '\.<ext>$' || true)
if [ -n "$CHANGED_SRC" ]; then
<lint-command> $CHANGED_SRC
fi"<lint-command> diff-scoped check: 0 issues, exit 0").HEAD:
git diff --name-only $(git merge-base HEAD main).
8b. Compiler typecheck (MANDATORY when the WP touches typed sources):
A test runner does not replace compiler diagnostics. If the diff includes
typed sources (including tests), select the project's configured compiler
or typecheck command before execution, matching the repository's CI.
If no command is configured, select an available compiler appropriate to
the project's language. A failed compiler command fails the gate; never
try another command to turn that failure into success.
The command MUST exit 0. Paste command + exit code into the handoff note.
Reviewers reject the WP if typecheck was skipped or is red.<each file you changed> -m "feat(WP##): <description>"
**If you are dispatching to an external CLI agent (Tier 1):**
Build a prompt file and pipe to the agent CLI:
```bash
# Read the generated prompt
PROMPT_CONTENT=$(cat "$PROMPT_FILE")
# Dispatch to configured agent (examples for each CLI)
# Claude Code:
claude -p "$PROMPT_CONTENT" --output-format json -C "$WORKSPACE"
# GitHub Codex:
# move-task writes git/status locks and may touch local sync state; workspace-write/full-auto is too narrow.
printf '%s' "$PROMPT_CONTENT" | codex exec --sandbox danger-full-access -C "$WORKSPACE" -
# Google Gemini:
gemini -p "$PROMPT_CONTENT" --yolo --output-format json -C "$WORKSPACE"
# LLxprt Code (no -C flag; cd into the workspace first):
(cd "$WORKSPACE" && llxprt -p "$PROMPT_CONTENT" --approval-mode=yolo)
# OpenCode:
opencode run "$PROMPT_CONTENT" --format json -C "$WORKSPACE"
# Qwen Code:
qwen -p "$PROMPT_CONTENT" --yolo --output-format json -C "$WORKSPACE"
# Kilocode:
kilocode -a --yolo -j "$PROMPT_CONTENT" -C "$WORKSPACE"
# Augment Code:
auggie --acp "$PROMPT_CONTENT" -C "$WORKSPACE"
# Cursor (Tier 2 -- needs timeout wrapper):
timeout 600 cursor agent -p --force --output-format json "$PROMPT_CONTENT" -C "$WORKSPACE"If the agent is Tier 3 (GUI-only):
The orchestrator cannot dispatch automatically. Instead:
move-task on behalf of
the agent (since GUI agents cannot execute CLI commands)echo "Manual dispatch required for agent: <agent-name>"
echo "Workspace: cd $WORKSPACE"
echo "Prompt: cat $PROMPT_FILE"
echo "After agent completes, run:"
echo " spec-kitty agent tasks move-task WP## --to for_review --note 'Ready'"Check WP status at any time:
spec-kitty agent tasks statusThis shows:
Use this frequently between dispatch and review steps.
When a WP reaches for_review, dispatch a review agent.
OUTPUT=$(spec-kitty agent action review WP## --mission <slug> --agent <tool> --profile <profile> 2>&1)
REVIEW_PROMPT=$(echo "$OUTPUT" | grep -o '/var/folders[^ ]*/spec-kitty-review-WP[0-9]*.md' || echo "$OUTPUT" | grep 'cat ' | sed 's/.*cat //')
WORKTREE=$(echo "$OUTPUT" | grep 'Workspace: cd ' | sed 's/.*Workspace: cd //')If you are a Claude Code agent (Task tool):
Task(
subagent_type="general-purpose",
description="Review WP##",
prompt=f"""You are reviewing WP## for mission <slug>.
**CRITICAL: Work in the worktree directory:**
cd {WORKTREE}
**Read the full review prompt:**
cat {REVIEW_PROMPT}
The review prompt contains:
- Acceptance criteria for this WP
- Git diff commands with the correct base branch
- Dependency warnings for downstream WPs
- Completion instructions (approve/reject commands)
**Your task:**
1. Read the review prompt (it is the source of truth)
2. Run the git diff commands listed in the prompt
3. Check each acceptance criterion against the diff
4. Check for unrelated changes outside WP scope
5. Issue exactly one verdict:
**If ALL acceptance criteria met:**
spec-kitty agent tasks move-task WP## --to approved --note "Review passed: <summary>"
**If criteria NOT met:**
Write structured feedback to a temp file, then:
spec-kitty agent tasks move-task WP## --to planned --review-feedback-file <feedback-path> --agent <reviewer-agent-id>
""",
run_in_background=True
)If dispatching to an external CLI agent:
Build a combined prompt and pipe to the agent. The mandatory instruction
ensures the agent runs the move-task command after reviewing.
# Build combined prompt with mandatory instruction.
# Scope temp paths by <mission> so concurrent missions sharing a WP id (e.g.
# two missions both with WP01) do not collide on the same /tmp file (#1831).
printf 'IMPORTANT: After reviewing, you MUST execute the appropriate spec-kitty agent tasks move-task command shown at the bottom of this prompt.\n---\n' > /tmp/review-prompt-<mission>-WP##.md
cat "$REVIEW_PROMPT" >> /tmp/review-prompt-<mission>-WP##.md
# Dispatch to configured reviewer (same CLI patterns as Step 1b)
# Example for codex:
cat /tmp/review-prompt-<mission>-WP##.md | codex exec --sandbox danger-full-access \
-C "$WORKTREE" --add-dir "$(pwd)" \
-o "/tmp/review-result-<mission>-WP##.md" -
# Example for claude:
claude -p "$(cat /tmp/review-prompt-<mission>-WP##.md)" --output-format json -C "$WORKTREE"
# Example for gemini:
gemini -p "$(cat /tmp/review-prompt-<mission>-WP##.md)" --yolo --output-format json -C "$WORKTREE"
# Example for llxprt (no -C flag; cd into the worktree first):
(cd "$WORKTREE" && llxprt -p "$(cat /tmp/review-prompt-<mission>-WP##.md)" --approval-mode=yolo)Capture the reviewer command exit status. If the configured/chosen reviewer fails, do not silently approve and do not fall back to the implementing agent. Print a structured error and halt in unattended/noninteractive mode:
ERROR: Configured reviewer '<agent>' failed (<exit code or reason>).
Options:
a) Retry with '<agent>' after fixing the error
b) Switch reviewer: spec-kitty agent action review WP## --mission <slug> --agent <other-reviewer>
c) Proceed with self-review -- WARNING: no independent reviewSelf-review fallback is only allowed after an explicit operator decision. The approval command must preserve the failure metadata:
spec-kitty agent tasks move-task WP## --to approved --force \
--self-review-fallback \
--intended-reviewer <failed-agent> \
--reviewer-failure-reason "<exit code or reason>" \
--note "Self-review fallback after reviewer failure: <summary>"If the reviewer is Tier 3 (GUI-only) or cannot run move-task:
After the reviewer completes, the orchestrator must:
move-task on behalf of the reviewer# Read reviewer output, then:
# If approved:
spec-kitty agent tasks move-task WP## --to approved --note "Review passed (by <agent>): <summary>"
# If rejected:
spec-kitty agent tasks move-task WP## --to planned \
--review-feedback-file /tmp/feedback-<mission>-WP##.md \
--agent <reviewer-agent-id>When relaying a verdict, act as the reviewer: pass the reviewer's own
--agent identity, not the orchestrator's and not --force.
After review completes:
# Check the WP lane
spec-kitty agent tasks status
# If reviewer output was captured to a file:
cat /tmp/review-result-<mission>-WP##.mdBefore final approval, if spec.md references GitHub issues, ensure
issue-matrix.json (JSON-first canonical artifact; legacy issue-matrix.md
missions are read via failover, never re-authored) exists and every
referenced issue has a verdict:
fixed, verified-already-fixed, a documented follow-up
(deferred-with-followup), or in-mission (being closed by a later WP in this
same mission). unknown/empty verdicts block approval. The CLI enforces this
guard on move-task --to approved/done. An in-mission verdict passes per-WP
approved (so a dependency chain is not blocked on its own downstream WPs) but
is rejected on done — resolve every in-mission row to a terminal verdict
before the mission merges.
When a reviewer moves a WP back to planned with feedback, the orchestrator
must re-dispatch implementation.
move-task WP## --to planned --review-feedback-file <path> --agent <reviewer-agent-id>
(a rejection is an ordinary move and needs no force flag)The implementer resumes the rework with its own --agent identity. The
resubmission (--to for_review) and the re-review need no --force, so they
are not recorded as an override. The CLI compares the agent tool of the
requester with the latest implementer's; it does not prove that the reviewer
is an independent agent, so choose reviewers deliberately.
Re-dispatch implementation using the same two-step pattern from Step 1:
OUTPUT=$(spec-kitty agent action implement WP## --mission <slug> --agent <tool> --profile <profile> 2>&1)
WORKSPACE=$(echo "$OUTPUT" | grep 'Workspace: cd ' | sed 's/.*Workspace: cd //')
PROMPT_FILE=$(echo "$OUTPUT" | grep 'cat ' | sed 's/.*cat //')Then dispatch the implementing agent (Step 1b). The prompt file now includes the review feedback.
Wait for re-implementation to complete (WP reaches for_review)
Re-dispatch review (Step 3)
Track the cycle count (max 3):
# 1. Reviewer rejected WP03 -- verify status
spec-kitty agent tasks status
# Shows: WP03 in planned (review_status: has_feedback)
# 2. Re-dispatch implementation (two-step pattern)
OUTPUT=$(spec-kitty agent action implement WP03 --mission <slug> --agent <tool> --profile <profile> 2>&1)
WORKSPACE=$(echo "$OUTPUT" | grep 'Workspace: cd ' | sed 's/.*Workspace: cd //')
PROMPT_FILE=$(echo "$OUTPUT" | grep 'cat ' | sed 's/.*cat //')
# 3. Dispatch fixing agent (Task tool or CLI -- see Step 1b)
# Include cycle info: "This is cycle 2/3"
# 4. Wait for WP to reach for_review, then re-dispatch review (Step 3)If a WP is rejected 3 times, the orchestrator steps in as arbiter. Issue the
arbiter decision while the WP is still in planned after the third rejection:
an override is recorded only for a forced planned to approved/done, so
after an in_review to in_progress rejection the decision is not recorded as
an override.
Option A -- Approve with notes (implementation is correct, reviewer is too strict):
spec-kitty agent tasks move-task WP## --to approved --force \
--note "Arbiter decision: Approved after 3 cycles. Meets acceptance criteria. Rationale: <explain>"Option B -- Escalate to human (disagreement is substantial):
spec-kitty agent tasks move-task WP## --to blocked --force \
--note "Escalated to human after 3 cycles. Conflict: <summarize>"Option C -- Accept and move on (feedback is contradictory):
spec-kitty agent tasks move-task WP## --to approved --force \
--note "Arbiter decision: Proceeding after 3 cycles with inconsistent feedback. <explain>"--noteWhen multiple independent WPs can execute simultaneously, dispatch them all at once instead of processing sequentially. This is the fastest path for missions with mixed dependency graphs.
# lanes.json shows which WPs are independent (different lanes)
cat kitty-specs/<mission>/lanes.jsonIndependent WPs are in separate lanes. WPs in the same lane have a dependency chain and must execute sequentially within that lane.
Claim all workspaces first (sequential — each modifies git state), then dispatch all agents in parallel:
# 1. Claim workspaces (must be sequential — git state mutations)
for wp in WP01 WP03 WP04 WP05 WP06; do
spec-kitty agent action implement $wp --mission <slug> --agent <tool> --profile <profile>
done
# 2. Dispatch agents in parallel (method depends on orchestrator)
# - CLI orchestrator: launch background processes
# - Claude Code: use Agent tool with run_in_background=True
# - CI/CD: parallel matrix jobs
# - Human operator: open multiple terminalsThe dispatch mechanism is orchestrator-dependent. The key constraint is that workspace claiming must be sequential, but agent execution can be fully parallel.
As each implementation agent completes (notified asynchronously):
for_reviewThis pattern sustains maximum parallelism throughout the sprint. Do NOT wait for all implementations to complete before starting reviews.
Maintain a status table of the current state. Update after each agent completion:
| WP | Stage | Agent |
|------|----------------------|---------------|
| WP01 | Review in progress | <reviewer> |
| WP03 | Approved | -- |
| WP04 | Implementation | <implementer> |
| WP05 | Review in progress | <reviewer> |
| WP06 | Fix cycle 1/3 | <implementer> |
| WP02 | Blocked on WP01 | -- |Use spec-kitty agent tasks status --mission <slug> as the authoritative
source. The table above is the orchestrator's working copy for scheduling
decisions between status checks.
When each WP depends on the previous:
WP01 (approved) --> WP02 (approved) --> WP03 (approved) --> accept --> merge --> all donespec-kitty accept --mission <slug>spec-kitty merge --mission <slug>For WPs with no cross-dependencies:
WP01 --> Review WP01 WP02 --> Review WP02 WP03 --> Review WP03Dispatch in parallel. Each must complete its review cycle before mission merge.
WP01
/ \
WP02 WP03
\ /
WP04spec-kitty next to determine sequencing# 1. Determine what to do next
spec-kitty next --mission <slug> --json
# 2. Dispatch implementation (two steps)
# pass the dispatcher-resolved model/profile (and Op id when available)
OUTPUT=$(spec-kitty agent action implement WP## --mission <slug> --agent <tool> --profile <profile> 2>&1)
WORKSPACE=$(echo "$OUTPUT" | grep 'Workspace: cd ' | sed 's/.*Workspace: cd //')
PROMPT=$(echo "$OUTPUT" | grep 'cat ' | sed 's/.*cat //')
# Then dispatch agent (Task tool or CLI)
# 3. Monitor progress
spec-kitty agent tasks status --mission <slug>
# 4. Dispatch review (two steps)
OUTPUT=$(spec-kitty agent action review WP## --mission <slug> --agent <tool> --profile <profile> 2>&1)
REVIEW_PROMPT=$(echo "$OUTPUT" | grep 'cat ' | sed 's/.*cat //')
WORKTREE=$(echo "$OUTPUT" | grep 'Workspace: cd ' | sed 's/.*Workspace: cd //')
# Then dispatch reviewer (Task tool or CLI)
# 5. After review: check outcome
spec-kitty agent tasks status --mission <slug>
# If approved: next WP (repeat from step 1)
# If rejected: re-implement using the persisted feedback (cycle tracking)
# If 3 rejections: arbiter mode
# 6. After all WPs approved: accept, then merge
spec-kitty accept --mission <slug>
spec-kitty merge --mission <slug>After all WPs are approved, run acceptance from the repository root checkout. Acceptance is a pre-merge readiness check and artifact nudge for humans and LLMs; it does not replace review approval and it does not close the mission.
# From the repository root checkout (NOT from a worktree)
spec-kitty accept --mission <mission-slug>If acceptance reports blockers, resolve them and rerun acceptance before merge. If it passes, merge the lanes into the mission branch, then merge the mission branch into the mission's target branch.
# From the repository root checkout (NOT from a worktree)
spec-kitty merge --mission <mission-slug>This command:
When lanes modify overlapping files (e.g., __init__.py, shared modules),
the merge command will fail with a "stale lane" error:
✗ lane-c: Lane lane-c is stale: overlapping files ['src/review/__init__.py'].
Run: cd .worktrees/*-lane-c && git merge kitty/mission-<slug>Resolution pattern (repeat for each stale lane):
# 1. Enter the stale lane worktree
cd .worktrees/<mission>-lane-<X>
# 2. Merge the mission branch (which has earlier lanes merged)
git merge kitty/mission-<mission-slug> --no-edit
# 3. If conflicts occur, list them, then resolve them:
git diff --name-only --diff-filter=U # the still-unmerged (conflicted) files
# - __init__.py conflicts: combine all imports from both sides
# - Shared module conflicts: keep both changes (they modify different sections)
# - Test __init__.py: usually take the incoming version
# 4. Commit the resolution: stage only the files you resolved, then conclude the merge
# (git refuses a pathspec while concluding a merge, so use --no-edit, not "-- <paths>")
git add -- <each resolved file>
git diff --name-only --diff-filter=U # must print nothing: no unmerged paths remain
git commit --no-edit
# While a merge is being concluded, the staged set is the incoming changes plus
# your resolutions. That is expected. Do not unstage the cleanly merged files:
# they are part of the merge commit.
# 5. Return to the repository root checkout and retry
cd /path/to/repository-root
spec-kitty merge --mission <mission-slug>Common conflict patterns:
__init__.py in new modules: Each lane creates its own version with different
exports. Combine all exports into one file.tasks.py, workflow.py): Multiple lanes modify different
sections. Git usually auto-merges; manual resolution needed only for
overlapping edits.__init__.py: Empty files — take either version.After merge completes, the git index may show stale state from worktree
operations. If git status shows unexpected deletions:
# Restore working tree to match HEAD
git checkout HEAD -- src/ tests/
# Verify merge landed correctly
git log --oneline -3
git show --stat HEADRun the full test suite on the mission's target branch after merge to catch cross-lane integration issues:
# Run the validation command declared by this project or mission.This is the only point where all WP code from all lanes coexists — earlier lane-specific test runs only verify each WP in isolation.
After merge completes, WPs move to done automatically. If they remain in
approved, move them manually:
for wp in WP01 WP02 WP03 WP04 WP05 WP06; do
spec-kitty agent tasks move-task $wp --to done --force \
--done-override-reason "Mission merged to target branch" \
--mission <mission-slug>
doneAfter WPs are marked done, follow the canonical post-merge sequence:
1. Mission review — dispatch the spec-kitty-mission-review skill to confirm spec→code
fidelity and FR coverage.
2. Author or verify the retrospective — under default 3.2.0 policy the record is written during merge. Verify:
cat .kittify/missions/$(jq -r .mission_id kitty-specs/<slug>/meta.json)/retrospective.yamlIf absent (older mission or generation failed), author it:
spec-kitty retrospect create --mission <mission-slug>3. Surface findings:
spec-kitty retrospect summary # cross-mission aggregation (read-only)
spec-kitty agent retrospect synthesize --mission <slug> # inspect proposals (dry-run by default)
spec-kitty agent retrospect synthesize --mission <slug> --apply # apply proposals (mutates)summary aggregates; it does NOT author. synthesize previews and applies proposals from an
existing record; it does NOT author. Use retrospect create to author.
spec-kitty agent action implement WP## before dispatchingspec-kitty agent action review WP## before dispatching reviewspec-kitty next to determine sequencing -- do not guessapproved unblocks dependents -- do not wait for donespec-kitty accept --mission <slug> before merge -- it is a
readiness nudge, not a replacement for WP review or merge gatesdone -- that happens during mission mergemove-task on the agent's behalfAgent cannot find spec-kitty CLI: Ensure the dispatched agent has access
to the repository root checkout where spec-kitty is on PATH. For codex, use --add-dir "$(pwd)".
For others, verify the working directory.
move-task fails with "Illegal transition": The requested lane is not
reachable from the WP's current lane. The usual cause is a WP already in a
terminal lane (done or canceled), which has no outgoing moves without
--force; check the current lane with spec-kitty agent tasks status first.
A verdict issued straight from for_review is not the cause: a rejection
(for_review to planned) and an approval both work without a separate
review claim. If the message instead names a guard (for example, a rejection
without a review-feedback reference), supply what the guard asks for. Do not
reach for --force to get past either case.
move-task fails with "Agent mismatch": The --agent you passed does not
match the WP's current owner and no review-loop role applies. Pass your own
--agent identity (the reviewer for a verdict, the implementer for a rework
or resubmission). An in_review verdict must come from the agent that holds
the review claim; a second reviewer must not relay a verdict on a WP someone
else claimed. Use --force only for a genuine takeover; a forced move is
flagged force: true in the event log, so it stays visible in the review
history.
Agent hangs (Tier 2 -- Cursor): Use timeout wrapper.
timeout 600 cursor agent -p --force "prompt". If still hanging, kill and
re-dispatch to a different agent.
Auto-commit warnings from sandboxed agents: Codex dispatch must use
--sandbox danger-full-access so terminal move-task can write git/status
locks and commit status artifacts. If a locally patched or stale skill still
uses --full-auto/workspace-write, rerun the lifecycle command from the
repository-root checkout so its transactional status commit can complete.
Stale WP (in_progress but no agent activity): Before assuming the agent hung or is flaky, rule out host sleep — it produces the identical symptom (dead dispatch, partial uncommitted edit in the lane worktree, nothing in mission state explaining why) and is common on an unattended macOS laptop without the keep-awake guard from Sleep Protection above. Check for a sleep event since the WP was claimed:
pmset -g log | grep -i -E 'Sleep|Wake' | tail -5If a sleep/wake pair falls inside the dispatch window, the kill is explained — start the keep-awake guard before force-moving and re-dispatching so it doesn't recur. Otherwise, force back to planned and re-dispatch:
printf '%s\n' "Stale implementation lease recovered; redispatch required." > /tmp/stale-agent-feedback.md
spec-kitty agent tasks move-task WP## --to planned \
--review-feedback-file /tmp/stale-agent-feedback.mdCross-worktree visibility: Each agent only sees its own WP worktree. Cross-WP verification must be documented in deliverables so reviewers understand the verification method.
Parallel review commit batching: When running multiple reviews in parallel, commit all status changes from main in one batch after all reviews complete.
Stale git index after merge: After spec-kitty merge completes and cleans
up worktrees, git status may show files from the merged lanes as "deleted"
in the staging area. This is a git worktree cleanup artifact, not real data loss.
Fix with git checkout HEAD -- src/ tests/ to restore the working tree to match
HEAD.
Dead code after implementation: If a WP creates a new module with tests that
pass but the module is never imported from the live command path, the capability
does not work. This is the most common post-merge defect. Run
grep -r "from.*<new_module>" src/ to verify at least one live caller exists
for every new module.
Test-DB collisions across parallel lane worktrees (Django-backed
projects): When multiple implementer agents run tests concurrently in
separate lane worktrees of the same project, they collide on the shared
default test database, producing errors like psycopg2.errors.DuplicateColumn
or must be owner of table <name>. Workaround that sub-agents commonly
rediscover:
DJANGO_TEST_DATABASE_NAME=test_<project>_lane_<letter> <project-test-command> --create-dbInclude this pattern in your dispatch prompts for Django-backed WPs so each implementer knows to use a lane-scoped DB up front. Tracked upstream as https://github.com/spec-kitty/spec-kitty/issues/770 for built-in support.
Lane staleness on merge: After spec-kitty merge completes lane A, lane B
can become stale against the updated mission branch on shared files
(pyproject.toml, uv.lock, module __init__.py, urls.py). The merge
halts on the stale lane with a manual-merge prompt. For multi-lane missions
the rote work can be significant (~30 min for 8+ lanes). The pattern is:
cd .worktrees/<slug>-lane-X && git merge kitty/mission-<slug> --no-edit,
resolve any conflicts (usually union-merge on TOML / import-line / comment
additions), commit, then retry the outer merge. Tracked upstream as
https://github.com/spec-kitty/spec-kitty/issues/771 for auto-rebase support.
Running multi-repo or multi-mission programs: The implement-review loop
in this skill is scoped to a single mission. When orchestrating across
multiple missions and repos (e.g., a cross-repo product release), you will
need a layer above this one that handles: inter-repo dependency sequencing,
pulse-heartbeat safety nets when running many agents for long stretches,
and post-merge mission-review + remediation chaining. See the companion
skill spec-kitty-program-orchestrate for that pattern.
© spec-kitty, 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 2 other files (references) in src/charter/offering/skills/spec-kitty-implement-review of spec-kitty/spec-kitty.
Open the folder on GitHubat commit e533131
Spec Kitty Implement Review 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 |
|---|---|---|---|---|---|---|
| Spec Kitty Implement Review this skillspec-kitty/spec-kitty | 1.7k | — | ~10k | Automated safety check: Pass | MIT | |
| Subagentethanhq/cc-fleet | 215 | — | ~4.9k | Automated safety check: Pass | Apache-2.0 | |
| Subagentethanhq/cc-fleet | 215 | — | ~4.3k | Automated safety check: Pass | Apache-2.0 | |
| Open Dynamic Workflowsxz1220/open-dynamic-workflows | 105 | — | ~1.1k | Automated safety check: Pass | MIT | |
| Qwen Code DelegationCherryHQ/cherry-studio | 52k | — | ~346 | Automated safety check: Pass | AGPL-3.0 | |
| Qwen Code ClawQwenLM/qwen-code | 28k | — | ~2k | Automated safety check: Pass | Apache-2.0 |
ethanhq/cc-fleet
Fan out a one-shot or flat parallel batch of cc-fleet PROVIDER subagents (headless cc-fleet subagent) that return a result — DeepSeek / GLM / Kimi / Qwen / MiniMax, or a Codex/Claude subscription.
ethanhq/cc-fleet
Run a one-shot or flat parallel batch of provider LLM subagents (headless cc-fleet subagent) that return a result.
xz1220/open-dynamic-workflows
编写并运行 dynamic workflow:用 Claude Code 的 workflow 方言写一段简短的 JavaScript 脚本,再用 odw CLI 在宿主 agent 的上下文之外,把子任务扇出给 coding-agent CLI (Codex、Claude Code、Gemini、Qwen、Kimi 或自定义),后台跑完后只取回最终结果。
CherryHQ/cherry-studio
Runs Qwen Code headlessly with JSON output for repository work, using restricted approvals and bounded turn limits, and never the --yolo flag.
QwenLM/qwen-code
Hands coding work such as codebase questions, bug fixes, refactors and PR reviews to the Qwen Code CLI, driven through acpx instead of scraped terminal sessions.
thananon/9arm-skills
Delegate menial, well-scoped coding tasks to a cheap Qwen-backed subagent via the claude-9arm command instead of burning Claude tokens/quota.
spec-kitty/spec-kitty
Install, verify, and recover the modern Spec Kitty 2.0.11+ operating surface.
spec-kitty/spec-kitty
Explain Spec Kitty work with compact, checkable visuals. An agent skill from spec-kitty/spec-kitty.
spec-kitty/spec-kitty
Understand how Spec Kitty manages git: what git operations Python handles automatically, what agents must do manually, worktree lifecycle, auto-commit behavior, merge execution, and the safe-commit…
spec-kitty/spec-kitty
Curate and apply canonical terminology across Spec Kitty missions.
spec-kitty/spec-kitty
Understand how Spec Kitty missions work: the 4 built-in mission types, how they define workflows via step contracts and action indices, how missions and work packages relate, how templates are…
spec-kitty/spec-kitty
Teach agents and external systems how to use spec-kitty orchestrator-api to drive workflows from outside the host CLI.
Works with
Categories
Orchestrate the implement-review loop for Spec Kitty work packages using any configured agent. Spec Kitty Implement Review is an agent skill from spec-kitty/spec-kitty. Orchestrate the implement-review loop for Spec Kitty work packages using any configured agent.
Spec Kitty Implement Review fits situations like: tasks that involve Subagents.
Run `npx skills add spec-kitty/spec-kitty --skill spec-kitty-implement-review -a claude-code`. Or copy the skill folder (src/charter/offering/skills/spec-kitty-implement-review in spec-kitty/spec-kitty) into .claude/skills/spec-kitty-implement-review in your project. Claude Code loads it when a task matches its description.
Run `npx skills add spec-kitty/spec-kitty --skill spec-kitty-implement-review -a codex`. Or copy the skill folder (src/charter/offering/skills/spec-kitty-implement-review in spec-kitty/spec-kitty) into .agents/skills/spec-kitty-implement-review 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 spec-kitty/spec-kitty --skill spec-kitty-implement-review -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/spec-kitty-implement-review, .gemini/skills/spec-kitty-implement-review, .github/skills/spec-kitty-implement-review and .opencode/skills/spec-kitty-implement-review in your project.
Going by SKILL.md and its folder, Spec Kitty Implement Review needs the command-line tools its instructions call (git, claude, codex, gemini, opencode and jq). Our summary lists: Python 3.
SKILL.md contains no URLs. Its commands use git, 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 no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Spec Kitty Implement Review is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 10k tokens (SKILL.md is roughly 42k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.7k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Spec Kitty Implement Review: Subagent (ethanhq/cc-fleet, 215 stars), Subagent (ethanhq/cc-fleet, 215 stars), Open Dynamic Workflows (xz1220/open-dynamic-workflows, 105 stars) and Qwen Code Delegation (CherryHQ/cherry-studio, 52k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
spec-kitty (a GitHub organization) maintains it in spec-kitty/spec-kitty, which has 1,678 GitHub stars. The repository holds 50 skills in this directory. The repository was last updated on October 9, 2026.
Source: spec-kitty/spec-kitty on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.