复制安装命令
用 Codex 或 Claude 安装复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它先审查 Skill 页面再帮你安装。
复制前请先查看来源、License 和安全提示。
Essays and writing behind this toolkit live at vexjoy.com.
用 Codex 或 Claude 安装复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它先审查 Skill 页面再帮你安装。
复制前请先查看来源、License 和安全提示。
来源文件:README.md
Essays and writing behind this toolkit live at vexjoy.com.
AI agents skip steps.
"Looks correct" replaces running tests. "Trivial change" replaces verification. The agent confidently ships broken code because nothing structurally prevented it from skipping the work.
Harnesses have a second problem: given only a skill list, they do not route eagerly enough, or correctly enough. Good skills sit unused. So this toolkit connects the skills, agents, and workflows we want directly into the harness, automatically. You don't have to understand what is here. Say what you want in plain English and you get all the value we have put into it: the right specialist with the right methodology, behind gates that demand exit codes, not assertions.
44 domain agents, 122 workflow skills, 78 hooks, 136 scripts. Agents carry knowledge, skills enforce methodology, hooks block incomplete work, scripts handle determinism.
Works across Claude Code (/do), Codex ($do), Factory (/do), Reasonix (/do).
$ claude
> /do debug this Go test
Routing: go-engineer + systematic-debugging
Phase 1/4: Reproduce: running test, capturing failure...
Phase 2/4: Hypothesize: 3 candidates from stack trace...
Phase 3/4: Verify: isolated root cause in connection pool timeout
Phase 4/4: Fix: patch applied, test passing, PR opened
✓ Delivered: PR #847, fix connection pool timeout in health check
The router reads intent, picks a Go agent paired with a debugging skill, and runs the full lifecycle. You typed one sentence. The system did the rest.
ROUTE PLAN EXECUTE VERIFY DELIVER RECORD
┌──────┐ ┌──────┐ ┌──────┐ ┌──────┐ ┌──────┐ ┌──────┐
│ /do │───▶│ Task │───▶│Agent │───▶│Tests │───▶│ PR │───▶│Route │
│Router│ │ Plan │ │+Skill│ │Gates │ │Branch│ │Result│
└──────┘ └──────┘ └──────┘ └──────┘ └──────┘ └──────┘
This is the single thing that separates it from "agent with a system prompt."
| Agent Says | What Happens |
|---|---|
| "Code looks correct, skip tests" | Exit gate requires test output. Blocked. |
| "Trivial change, no verification" | Hook blocks completion without evidence. |
| "Similar to before" | Skill demands case-specific proof. |
| "User is in a hurry" | Protocol overrides time pressure. |
| "I'm confident" | Gate demands exit code, not assertion. |
Hooks fire automatically. Gates block completion. Skills encode counter-arguments at every skip-worthy step. The agent verifies or it doesn't finish.
For what I do, the difference is enormous. If you're doing simple single-file edits, maybe less so.
The same routing serves knowledge work. The content engine researches, drafts in a calibrated voice, validates against 397 AI patterns, and repurposes finished pieces for each platform. /html turns any request into a single self-contained HTML file: report, slide deck, prototype, data viz, diagram. Non-engineers who try the toolkit consistently name the HTML artifacts as the thing they love. No code, no setup beyond the installer.
Changes to the toolkit itself ship with evidence. New skills get blind A/B tests against a no-skill baseline before merge. Routing and writing-standard decisions carry measured verdicts; PHILOSOPHY.md cites the numbers. Experiments that lost go into the negative-results registry, what-didnt-work.md; the registry now covers routing reversals, unvalidated A/B citations, and disabled lint rules alongside the original program refutations.
The automated nightly evolution loop (/evolve, writes to evolution-reports/) ran regularly through mid-May 2026. It is currently dormant; recent evidence has come from manual PRs instead.
git clone https://github.com/notque/vexjoy-agent.git ~/vexjoy-agent
cd ~/vexjoy-agent
./install.sh
Links into ~/.claude/ and mirrors into ~/.codex/, ~/.factory/, ~/.reasonix/ — each mirror only when that runtime is detected (its command on PATH or its home dir already exists). The installer asks symlink (live updates via git pull) or copy (stable snapshot).
Want only part of the toolkit? Run ./install.sh --configure to pick which skills, agents, and hooks install, or copy .local.example/profile.yaml to .local/profile.yaml and edit. No profile file = full install, unchanged behavior. Credit: @thomasvan. Details: .local.example/README.md.
| CLI | Entry Point |
|---|---|
| Claude Code | /do |
| Codex | $do |
| Factory | /do |
| Reasonix | /do |
Full setup: docs/start-here.md
Mirrors agents, skills, and supported hooks into ~/.codex/. The original six-hook allowlist was correct for Codex v0.114, when tool hooks only intercepted Bash. Current support requires Codex v0.144.1+ and classifies the 74 Claude hook registrations as 26 native, 35 adapter-backed, and 13 unsupported (61 supported). These are registration counts, not unique hook files. The installer also preserves explicit per-subagent model routing for GPT-5.6 Sol by setting the MultiAgent V2 compatibility keys documented in openai/codex#31814.
Codex now exposes apply_patch to tool hooks. VexJoy's adapter converts each patch operation into the Write/Edit payload expected by existing guards, but it cannot intercept writes performed through unified_exec, unmatched MCP tools, WebSearch, or other unsupported tool paths. PreCompact and Stop adapters also receive less telemetry than Claude Code: Codex does not provide Claude's conversation_history or session_data. This is expanded compatibility, not full Claude parity.
After install or any hook-definition change, run /hooks in Codex and review the new definitions before trusting them. Codex hash-trusts hook commands and skips changed, unreviewed definitions.
Gemini CLI support removed (deprecated upstream, transitioned to Antigravity CLI); Antigravity support pending CLI maturity. Per Google's transition announcement, Gemini CLI stops serving requests on 2026-06-18 for Google AI Pro / Ultra and free Gemini Code Assist for individuals. Gemini API integrations (image-gen backends, sprite pipeline, GEMINI_API_KEY) are unaffected and stay in the toolkit.
If a prior install mirrored into ~/.gemini/, remove the stale mirrors with:
rm -rf ~/.gemini/skills ~/.gemini/agents ~/.gemini/hooks ~/.gemini/scripts ~/.gemini/antigravity/plugins/vexjoy-agent
Mirrors agents (as "droids"), skills, and all hooks into ~/.factory/. Hook config merges into ~/.factory/settings.json with paths rewritten.
Mirrors skills, scripts, and the allowlisted hooks (scripts/reasonix-hooks-allowlist.txt) into ~/.reasonix/ (no agent or custom-command surface, so neither is installed; the /do router rides in as a skill). Reasonix fires only 4 events (PreToolUse, PostToolUse, UserPromptSubmit, Stop), so only hooks for those events are allowlisted. Hook config is written to the hooks key of ~/.reasonix/settings.json in Reasonix's native flat shape (one entry per hook, match regex over the tool name); the generator builds absolute python3 commands, so no path rewrite is applied. MCP/model/permissions in ~/.reasonix/config.json are user-owned and left untouched.
The toolkit supplies its own routing, domain knowledge, methodology, and enforcement. The default system prompt duplicates most of that.
claude --system-prompt "."
Strips built-in tool-use instructions. The toolkit's agents, skills, hooks, and CLAUDE.md provide equivalent coverage.
| Layer | Count | Does |
|---|---|---|
| Agents | 44 | Domain knowledge: idiom tables, failure mode catalogs, error-to-fix mappings |
| Skills | 122 | Phased methodology with gates. Can't skip steps. Each phase has exit criteria requiring evidence. |
| Hooks | 78 | Fire on lifecycle events. Block incomplete work. Zero LLM cost. |
| Scripts | 136 | Determinism: test runners, linters, validators. No LLM judgment. |
Full skill catalog: docs/skills.md.
┌─────────────────────────────────────────────────┐
│ SKILL.md │
│ ┌─ Frontmatter ─────────────────────────────┐ │
│ │ triggers, pairs_with, success-criteria │ │
│ └────────────────────────────────────────────┘ │
│ Reference Loading Table (conditional imports) │
│ Phased Instructions (numbered, with gates) │
│ Verification (evidence requirements) │
└─────────────────────────────────────────────────┘
A game built entirely by Claude Code using these agents, skills, and pipelines:
I just want to use it Install, learn /do, done.
I do knowledge work Writing, research, data analysis, moderation, HTML artifacts. No code.
I'm a developer Architecture, extension points, adding agents and skills.
I'm an AI power user Routing tables, pipelines, hooks, telemetry DB.
I'm an AI agent Machine-dense inventory. Tables, paths, schemas.
I'm on LinkedIn 🚀 Thought leadership. Agree? 👇
Full design philosophy: PHILOSOPHY.md
One report-only script surfaces upkeep work; it prints a digest and never edits, deletes, or blocks.
python3 scripts/stale-skill-scan.py --top 20 ranks stale skills and agents as pruning candidates. Run it quarterly; see docs/deprecation-template.md.Scheduled work follows the same boundary as everything else: judgment uses agents; repeatable plumbing uses scripts.
| Need | Use |
|---|---|
| Run a deterministic command on a schedule | scripts/agent-scheduler.py with runner: "command" |
| Run an agent judgment on a schedule, webhook, or file change | scripts/agent-scheduler.py with the default runner: "claude" |
| Install or remove a user crontab entry safely | scripts/crontab-manager.py |
| Audit shell cron reliability | cron-automation |
| Keep one interactive objective moving until criteria verify | objective-loop |
See CONTRIBUTING.md.
MIT. See LICENSE.
name: code-cleanup
description: "Detect stale TODOs, unused imports, and dead code."
user-invocable: false
argument-hint: "[<path-or-scope>]"
allowed-tools:
- Read
- Write
- Bash
- Grep
- Glob
- Edit
- Task
triggers:
- "code cleanup"
- "find small improvements"
- "fix neglected issues"
- "clean up code"
- "quality of life fixes"
- "find TODOs"
- "stale comments"
- "unused imports"
- "technical debt scan"
routing:
triggers:
- "find dead code"
- "stale TODOs"
- "unused imports"
- "clean up"
- "tidy code"
- "remove dead code"
- "find unused"
not_for: "multi-phase workflow orchestration or repo reorganization (use workflow). This skill finds dead code and stale TODOs in place."
category: code-quality
pairs_with:
- code-linting
- universal-quality-gate
- comment-qualityScan repositories for 9 categories of technical debt (TODOs, unused imports, dead code, missing type hints, deprecated functions, naming inconsistencies, high complexity, duplicate code, missing docstrings), prioritize findings by impact/effort ratio with time estimates, and generate structured markdown reports with exact file:line references. Can apply safe auto-fixes when the user grants explicit permission.
Focused cleanup -- User says "Clean up the API handlers in src/api/". Read project config, scan src/api/ for all 9 categories, prioritize (5 unused imports auto-fixable, 2 stale TODOs >90d, 1 high-complexity function), present tiered report with auto-fix commands.
Broad debt scan -- User says "What's the state of technical debt in this repo?". Identify languages and source directories, run all applicable scans, group 47 findings into Quick Wins (12), Important (8), Polish (27), generate full report with effort estimates: 2h quick wins, 6h important, 4h polish.
Auto-fix request -- User says "Fix all the unused imports and sort them". Verify ruff/goimports available, scan for F401 and I001 violations only, report 23 unused imports across 8 files, user confirms, apply fixes, run tests, show diff.
| Signal | Load These Files | Why |
|---|---|---|
| writing the cleanup report | report-template.md | Loads detailed guidance from report-template.md. |
| running per-language scans: unused imports, dead code, debug statements | scan-commands.md | Loads detailed guidance from scan-commands.md. |
| checking which cleanup tools are installed per language | tools.md | Loads detailed guidance from tools.md. |
Goal: Determine what to scan and verify tooling is available.
Step 1: Read project context
Step 2: Determine scan scope
Step 3: Verify tool availability
Check which analysis tools are installed so you know what scans are possible before starting. Report missing tools with install commands.
# Python tools
command -v ruff && echo "ruff: available" || echo "ruff: MISSING (pip install ruff)"
command -v vulture && echo "vulture: available" || echo "vulture: MISSING (pip install vulture)"
# Go tools
command -v gocyclo && echo "gocyclo: available" || echo "gocyclo: MISSING (go install github.com/fzipp/gocyclo/cmd/gocyclo@latest)"
command -v goimports && echo "goimports: available" || echo "goimports: MISSING (go install golang.org/x/tools/cmd/goimports@latest)"
If critical tools are missing, offer to proceed with partial scan using available tools (grep, git blame are always available).
Gate: Scope defined, languages identified, tool availability known. Proceed only when gate passes.
Goal: Detect all cleanup opportunities within scope using deterministic tools.
Run applicable scans based on language and scope. See references/scan-commands.md for full command reference.
Core scans (all languages):
Extended scans (if tools available): 5. Missing type hints (Python: ruff --select ANN) 6. Deprecated function usage (staticcheck, grep for known patterns) 7. Naming inconsistencies (grep for convention violations) 8. Duplicate code (pylint --enable=duplicate-code) 9. Missing docstrings (ruff --select D)
Collect all output with exact file:line references -- never summarize away specifics, because the user needs precise locations to act on findings. For each scan, record:
If a scan tool is unavailable, note it as skipped and continue with remaining scans. Never abort the entire scan because one tool is missing.
Gate: All applicable scans complete with raw output collected. Proceed only when gate passes.
Goal: Rank findings by impact/effort ratio and categorize. Never present a flat unsorted list -- a critical 90-day-old security TODO buried among trivial missing docstrings wastes the user's attention.
Step 1: Assign impact and effort
| Issue Type | Impact | Effort | Priority Score |
|---|---|---|---|
| Stale TODOs (>90 days) | High | Low | 8 |
| Unused imports | Medium | Trivial | 10 |
| Deprecated functions | High | Medium | 6 |
| High complexity (>20) | High | High | 5 |
| Dead code | Medium | Low | 7 |
| Missing type hints | Medium | Medium | 5 |
| Duplicate code | High | High | 5 |
| Missing docstrings | Medium | Medium | 5 |
| Naming inconsistencies | Low | Medium | 3 |
| Magic numbers | Low | Low | 5 |
Step 2: Group into tiers
Step 3: Estimate total effort per tier
Include time estimates so the user can plan their cleanup budget:
| Issue Type | Time per Instance |
|---|---|
| Unused imports | 1-2 min (auto-fix) |
| Stale TODOs | 5-15 min each |
| Dead code removal | 5-10 min each |
| Magic numbers | 2-5 min each |
| Missing type hints | 10-20 min per function |
| Missing docstrings | 5-15 min per function |
| Naming fixes | 10-30 min per violation |
| High complexity refactor | 30-120 min per function |
| Duplicate code elimination | 30-90 min per instance |
| Deprecated function replacement | 15-60 min per usage |
Multiply by instance count for tier totals.
Gate: All findings categorized and prioritized with effort estimates. Proceed only when gate passes.
Goal: Present findings in structured, actionable format.
This skill defaults to read-only scan and report. Do not modify any files during this phase.
Generate report with this structure:
See references/report-template.md for complete template.
Print the complete report to stdout so the user can inspect every finding in full.
If the user provided --output {file} flag, also write report to the specified file.
For each finding in the report:
Remove any intermediate scan outputs at completion, keeping only the final report.
Gate: Report delivered with all findings, exact references, and actionable suggestions.
Goal: Apply safe, deterministic fixes.
MUST have explicit user permission before proceeding. Never auto-enter this phase -- the user expected a report, not file modifications, and changes may conflict with in-progress work.
Step 1: Confirm scope with user
Before applying any fixes, confirm exactly what will be changed:
Will apply these auto-fixes:
- Remove {N} unused imports across {N} files
- Sort imports in {N} files
- Format {N} files
{N} files will be modified. Proceed? (y/n)
Step 2: Apply auto-fixes
Apply fixes in order of safety (most safe first):
# Python - safe fixes only
ruff check . --select F401,I001 --fix # Remove unused imports, sort
ruff format . # Consistent formatting
# Go - safe fixes only
goimports -w . # Remove unused imports, sort, format
gofmt -w . # Consistent formatting
go mod tidy # Clean up go.mod/go.sum
Apply only fixes flagged as safe by ruff in this phase. Keep variable names, function structure, and semantic behavior unchanged.
Step 3: Validate fixes
Run the project's existing test suite to verify nothing broke:
# Python
pytest # Run full test suite
ruff check . # Verify no new lint issues
# Go
go test ./... # Run full test suite
go build ./... # Verify build succeeds
golangci-lint run # Verify no new lint issues
Step 4: Show diff and results
git diff --stat # Summary of changes
git diff # Full diff for review
Present results:
## Fix Results
- Files modified: {N}
- Imports removed: {N}
- Tests: PASS ({N} tests)
- Lint: CLEAN
Review diff above. Commit when satisfied.
Step 5: Handle failures
If tests fail after auto-fix:
git checkout .Keep the repository in a working state after the cleanup pass.
Gate: All auto-fixes applied, tests pass, diff shown to user. Repository is in a clean, working state.
Cause: ruff, vulture, gocyclo, or other tool not installed Solution:
Cause: Cannot use git blame for TODO aging Solution: Continue scan but mark all TODO ages as "unknown". Warn user that age-based triage is unavailable.
Cause: Auto-fix changed behavior that tests depend on Solution:
git checkout .Cause: Files are read-only, locked, or user did not grant write permission Solution:
${CLAUDE_SKILL_DIR}/references/scan-commands.md: Language-specific scan commands and expected output${CLAUDE_SKILL_DIR}/references/report-template.md: Full structured report template${CLAUDE_SKILL_DIR}/references/tools.md: Tool installation, versions, and capabilities
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