Session Orchestrator
Loop engineering for AI coding agents — turn ad-hoc sessions into a repeatable research → plan → wave-execute → close loop with verification gates. Runs on Claude Code, Codex CLI, Cursor, and Pi.
The same skills and commands run across all four, with platform-adapted hooks and enforcement (see Platform support). Community plugin (MIT, community-maintained) for solo devs and small teams.
Install
Prerequisite: Node.js 24 or later (node --version). v3.x runs as ES modules and needs a real Node runtime. Install Node.js.
| Platform | Install |
|---|
| Claude Code | /plugin marketplace add Kanevry/session-orchestrator then /plugin install session-orchestrator@kanevry (run both inside Claude Code). Also listed on the official community catalog: /plugin install session-orchestrator@claude-community (that catalog can lag HEAD). |
| Codex CLI | git clone https://github.com/Kanevry/session-orchestrator.git ~/Projects/session-orchestrator && cd ~/Projects/session-orchestrator && npm install && node scripts/codex-install.mjs |
| Cursor IDE | git clone https://github.com/Kanevry/session-orchestrator.git ~/Projects/session-orchestrator && cd ~/Projects/session-orchestrator && npm install && node scripts/cursor-install.mjs /path/to/your/project |
| Pi | pi install npm:session-orchestrator — or dev-fallback: git clone https://github.com/Kanevry/session-orchestrator.git ~/Projects/session-orchestrator && cd ~/Projects/session-orchestrator && npm install && node scripts/pi-install.mjs /path/to/your/project --settings-only |
For Claude Code, also install Node dependencies once (hooks import zx) and restart Claude Code:
cd "$(claude plugin dir session-orchestrator 2>/dev/null || echo ~/.claude/plugins/session-orchestrator)"
npm install
Setup guides: Codex · Cursor IDE · Pi. Per-IDE notes on CLAUDE.md vs AGENTS.md: instruction-file-resolution.
What makes it different
- Verification gates — every wave ends at a typecheck/lint/test gate; a confidence-filtered session-reviewer catches regressions between waves, not only at the end.
- Wave orchestration — five typed roles (Discovery → Impl-Core → Impl-Polish → Quality → Finalization), parallel subagents inside each wave, not one big batch.
- Persistent memory & learnings —
STATE.md survives crashes and resumes the next session; /evolve extracts confidence-scored patterns across sessions, nothing hidden.
- Multi-harness — the same skills and commands run on Claude Code, Codex CLI, Cursor IDE, and Pi, with platform-adapted hooks and enforcement.
A session in three commands
/session feature # research + Q&A — inspect git, issues, history, then agree on scope
/go # execute in five typed waves (fixed roles), with a quality gate between each
/close # verify every item, commit cleanly, file carryover issues for the rest
That is the whole loop. /plan and /evolve extend it (see Lifecycle), but you can start with just these three.
Quick Start
Add a ## Session Config section to your project's CLAUDE.md (Claude Code and Cursor IDE) or AGENTS.md (Codex CLI and Pi) — see instruction-file-resolution for which file each platform reads. The smallest valid config is seven fields:
## Session Config
test-command: npm test
typecheck-command: npm run typecheck
lint-command: npm run lint
agents-per-wave: 6
waves: 5
persistence: true
enforcement: warn
Everything else is opt-in. See docs/session-config-template.md for the full template and docs/session-config-reference.md for the canonical type and default reference.
What you get
- 45 skills for the session lifecycle (start, plan, execute, close, evolve), discovery, vault sync, MCP authoring, debugging, brainstorming, plan grilling, persona panels, cross-repo dispatch, learning→rule reconciliation, session-process eval, audits, and more
- 24 slash commands (
/session, /go, /close, /discovery, /plan, /grill, /evolve, /autopilot, /dispatcher, /reconcile, /eval, /test, /debug, …)
- 15 typed subagents (code-implementer, test-writer, security-reviewer, session-reviewer, qa-strategist, architect-reviewer, …)
- 10 hook event types enforcing scope, blocking destructive commands, gating templates-first, capturing telemetry — full on Claude Code; experimental, post-hoc, or bridged on the other platforms (Platform support)
- 10,000+ vitest tests run on every commit (telemetry methodology)
Full component inventory: docs/components.md.
Lifecycle at a glance
flowchart TD
A["/plan [feature|retro]"] -->|optional, defines WHAT| B["/session [type]"]
B -->|research + Q&A| C["/go"]
C -->|5 waves with quality gates| D["/close"]
D -->|verifies + commits| E["/evolve [analyze]"]
E -->|extracts cross-session learnings| B
style C fill:#1f6feb,color:#fff
style D fill:#238636,color:#fff
/plan is optional — you can create issues manually and jump straight to /session. /evolve runs deliberately after 5+ sessions, not automatically.
How it works
Most agentic-coding tools jump straight into writing code. Session Orchestrator adds a structured loop on top: research first, agree on scope, then execute in five typed waves with verification gates between them.
flowchart LR
W1["1·Discovery<br/>read-only audit"] --> G1{Gate}
G1 --> W2["2·Impl-Core<br/>primary code"]
W2 --> G2{Gate}
G2 --> W3["3·Impl-Polish<br/>integration, edges"]
W3 --> G3{Gate}
G3 --> W4["4·Quality<br/>simplify + tests"]
W4 --> G4{Full Gate}
G4 --> W5["5·Finalization<br/>commit + close"]
style G4 fill:#d29922,color:#000
When you type /session feature:
- Phase analysis runs in parallel — git state, open issues, recent commits, SSOT freshness, resource health, and prior-session memory are all inspected, then distilled into a structured Session Overview with a recommendation, not a wall of raw data.
- You agree on scope — through a tool-rendered picker (Claude Code) or a numbered list (Codex / Cursor / Pi). The orchestrator has an opinion and tells you what it would do.
- The plan is decomposed into five waves — Discovery (read-only), Impl-Core, Impl-Polish, Quality, Finalization. Each wave has a defined purpose and a deliverable; agent counts scale by session type.
/go executes — agents work in parallel within a wave. A session-reviewer audits the output between waves on eight dimensions; only findings at confidence ≥ 80 reach you./close ships it — every planned item is verified, quality gates run full, and unfinished work becomes carryover issues. Files are staged individually, so parallel sessions can't stomp each other.
Two complementary commands round out the loop: /plan runs before a session when you need a PRD or retrospective; /evolve runs occasionally to surface patterns across sessions and feed them back at the next start.
The system is markdown-driven config plus a thin Node runtime — skills, commands, and agents are Markdown with YAML frontmatter; scripts/lib/*.mjs and hooks/*.mjs handle dispatch, validation, and telemetry. Everything is plain text: if something goes wrong, you can read every file and see what happened.
Why this design
- Five typed waves, not one big batch. Discovery first, so implementers start with shared context. Impl-Core before Impl-Polish, so architecture lands before integrations. Quality runs a simplification pass on AI-generated code before tests are written — otherwise tests pin the AI patterns into place.
- Inter-wave reviews, not just end-of-session. Catching regressions between waves — not only at the end — stops a bad pattern from propagating into later work; the confidence floor filters speculative criticism so only high-signal findings reach you.
- State persists across crashes.
STATE.md records wave progress and deviations; the next /session offers to resume from the last completed wave.
- Hooks enforce, not just warn. A pre-Bash guard blocks destructive shell commands, and pre-Edit scope enforcement blocks writes outside an agent's allowed paths — in main sessions and subagent waves alike (specifics in Safety). This hard enforcement is full on Claude Code; it degrades to experimental / post-hoc / bridged on Codex CLI, Cursor IDE, and Pi (see Platform support).
- Cross-session learning is opt-in and inspectable. Every session writes a record; after 5+ sessions
/evolve analyze extracts confidence-scored patterns you can read and prune. Nothing is hidden.
- VCS dual support, no lock-in. Auto-detects GitLab or GitHub from your remote and drives the full lifecycle for both.
Recent highlights (v3.19.0)
Every release is additive and backward-compatible. Highlights of the v3.19.0 line:
- Destructive-command guard, hardened in depth — wrapper unwrapping (
sudo/doas/env/nohup/timeout/nice/stdbuf, with depth-capped -c payload recursion) closes six measured bypasses (#982); the blocked-commands policy becomes a floor ∪ overlay model that can only escalate, never weaken (#972); shell redirects gain a target denylist — an &> redirect into a protected instruction file was a silent allow-with-truncation before (#983); and the denylist now resolves absolute paths, not just repo-relative ones.
- Session identity with proof — the session lock persists an owner proof at genesis, so an ending session can no longer release a living foreign lock, and the abandoned-session backfiller no longer deletes the very alarm it exists to raise (#987, #926, #914).
- Supply chain — two high-severity transitive vulnerabilities that
npm audit fix could not reach are closed via package overrides.
- Release as one dispatch —
scripts/release.mjs (#978, local half): a single surfaces table drives version rewrite and preflight (12 version literals across 10 files, CHANGELOG gate, tag/registry collision, drift sweep over all tracked files, CI-green-on-HEAD, leakage gate), and the git tag is created only AFTER a verified npm publish. Found two real gaps on its first run: v3.18.0 had been tagged but never published to npm, and the hidden .codex-plugin manifest was invisible to a plain ripgrep census.
- session-orchestrator.com redesigned — terminal hero, wave pipeline, leaderboard shell.
Previous line (v3.18.0): panel-follow-ups and consolidation — bash-write-verify self-silencing vectors closed (#938), credential stripping at the source (#907), instruction-corpus diet 471→~440 directives, mutation-sweep-backed test consolidation.
Full version history: CHANGELOG.md.
Comparison
| Capability | Session Orchestrator | Manual CLAUDE.md | Other orchestrators |
|---|
| Session lifecycle (start → plan → execute → close) | Full, automated | Manual | Partial |
| Typed waves with quality gates | 5 roles, progressive verification | None | Batch execution |
| Session persistence and crash recovery | STATE.md plus memory files | None | Partial |
| Scope and command enforcement hooks | PreToolUse with strict / warn / off | None | None |
| Circuit breaker and spiral detection | Per-agent, with recovery | None | Partial |
| Cross-session learning | Confidence-scored learnings | None | None |
| VCS integration (GitLab + GitHub) | Dual, auto-detected | Manual CLI | Usually GitHub only |
| Session close with carryover | Verified, with issue creation | Manual | Partial |
The design goal is engineering quality: every wave exits verified, every unfinished issue gets a carryover ticket, every session closes with a clean commit. A detailed head-to-head vs. maestro-orchestrate is in docs/components.md.
Platform support
| Feature | Claude Code | Codex CLI | Cursor IDE | Pi |
|---|
| All 24 commands | Native slash commands | Native plugin commands | Rules-based (.mdc) | Prompt templates |
| Parallel agents | Agent tool | Multi-agent roles | Sequential only | Sequential (parallel planned) |
| Session persistence | .claude/STATE.md | .codex/STATE.md | .cursor/STATE.md | .pi/STATE.md |
| Scope enforcement | PreToolUse hooks | Unavailable — pending a real apply_patch adapter | afterFileEdit (post-hoc) | tool_call bridge |
| AskUserQuestion | Native tool | Numbered-list fallback | Numbered-list fallback | Numbered-list fallback |
| Quality gates | Full | Full | Full | Full |
All platforms share the same skills, commands, and scripts; hooks use platform-specific adapters and event subsets. Codex intentionally wires only its six supported project event slots and omits Claude-only events plus Edit/Write payload handlers until a real Codex apply_patch adapter exists, so scope enforcement is currently unavailable there. Platform detection and adaptation live in scripts/lib/platform.mjs. OS: macOS and Linux are first-class and run in CI (ubuntu-latest, macos-latest). Windows runs natively (all paths via path.join, tmp via os.tmpdir()) but is not covered by CI — treat it as best-effort and run smoke tests locally when changing OS-sensitive code. Cursor and Pi have known event-coverage caveats — see docs/cursor-setup.md and docs/pi-setup.md.
Troubleshooting
Codex plugin or hooks not loading. Start with codex plugin list --available --json. Confirm session-orchestrator@kanevry is installed, enabled, unique, and at the tracked manifest version; then start a fresh task and review /hooks. Remove only the two allowlisted legacy IDs through codex plugin remove, and resolve marketplace conflicts through the public marketplace remove/add lifecycle before reinstalling. Any other pre-public plugin/config/cache/hook-state residue is unsupported: do not modify private Codex files; file an issue with codex --version plus the public plugin and marketplace list output. The full decision tree is in docs/codex-setup.md.
"'node' not found on the hook PATH — plugin hooks are skipped." The harness executes hook commands via /bin/sh -c with its own PATH — that shell does not source ~/.zshrc/~/.bashrc, so Node installed via Homebrew (/opt/homebrew/bin), nvm, volta, or asdf can be invisible to hooks even though node works fine in your terminal. All hook commands route through hooks/run-node.sh, which resolves Node via $SO_NODE_BIN → PATH → well-known install dirs → nvm and degrades gracefully when nothing is found: hooks are skipped with one warning per 6 hours instead of a shell error on every tool call. Fixes, in order of preference: launch the harness from a shell where node resolves; export SO_NODE_BIN=/abs/path/to/node; or install Node 24+ to a standard location.
Safety
hooks/pre-bash-destructive-guard.mjs blocks destructive shell commands (git reset --hard, rm -rf, git push --force, and more) in the main session and in subagent waves. Policy lives in .orchestrator/policy/blocked-commands.json. Bypass per session only for intentional maintenance:
allow-destructive-ops: true
The rule source of truth is .claude/rules/parallel-sessions.md (PSA-003), vendored to consumer repos via /bootstrap.
Development
git clone https://github.com/Kanevry/session-orchestrator.git && cd session-orchestrator
npm install
npm test # vitest
npm run lint # ESLint v10 + Prettier
npm run typecheck # node --check on every .mjs file
.npmrc ships with ignore-scripts=true (supply-chain defence), so Husky git hooks don't auto-wire on install — run npx husky once after cloning. git commit then runs gitleaks → owner-privacy scan → lint-staged → commitlint. CI re-runs everything, plus more.
Two directories share the name rules and play opposite roles: rules/ is the deliverable rule library shipped out to consumer repos via /bootstrap --sync-rules, while .claude/rules/ is this repo's own always-on rule set.
Contributor docs: Plugin Architecture (v3) · CONTRIBUTING.md · agent authoring spec.
Support & scope
Session Orchestrator is provided as-is — a community project with no SLA, no commercial support contract, and no guaranteed response time. Maintenance is best-effort.
What it is not:
- Not an official product of any agent vendor. An independent, community-maintained project — not affiliated with, endorsed by, or sponsored by Anthropic, OpenAI, Cursor, or any agent it integrates with. (It is distributed through the Claude Code plugin marketplace, but is not an Anthropic product.)
- Not a replacement for Claude Code / Codex CLI / Cursor / Pi. It is a workflow layer that runs on top of your existing agent — you still need one of those installed.
- Local by default. Runs locally — no account required. Optional, strictly opt-in anonymous usage telemetry (off until you consent; see docs/telemetry.md).
- No guarantee that telemetry numbers transfer to your repo. Reported test counts and metrics describe this repository under its own conditions (details). Your results will vary by stack, project size, and configuration.
Documentation
- docs/ Router — living reference vs. public decision history vs. active work documents; what moved to the private Meta-Vault and why
- User Guide — installation, config reference, workflow walkthrough, FAQ
- Components & Reference — full skill/command/agent/hook inventory, repository anatomy, comparisons
- Plugin Architecture (v3) — contributor guide, layering, hook anatomy, testing
- Migration to v3 — upgrade path from v2.x, known issues, rollback
- Telemetry — what the optional opt-in usage telemetry collects, and how to turn it off
- Telemetry claims — how reported metrics are measured, and why they may not transfer
- Example Configs — Session Config examples for Next.js, Express, Swift
- CHANGELOG.md — version history
We follow Conventional Commits — see CONTRIBUTING.md.
Learn the method behind it
This plugin is a methodology turned into code. If you want the reasoning behind it — why execution runs in waves, why every wave ends at a verification gate, how to make an autonomous loop that actually finishes — those playbooks are taught hands-on at agenticbuilders.at:
- Multi-Agent Orchestration — leading several agents in coordinated waves: when parallelism pays, briefing subagents cleanly, turning failures into firm gates.
- Loop Engineering — designing autonomous loops that finish verifiably: done-conditions, verification gates, kill-switches.
The plugin is free and MIT. The courses are for going deeper, not a requirement for using it.
Links
License
MIT
