Coordinated agent-team pipeline: recruiter + roster-* skills (question→research→intake→spec→plan→implement→review→qa→ship) + governance rules. Commands install as /roster:<name>.
Hybrid semantic+keyword search over the KB LanceDB index — returns ranked chunks with source, section, and status.
Audit KB for ambiguity — undefined terms, vague requirements, contradictions, stale content.
Audit code quality against KB-defined properties, invariants, and naming conventions.
Apply git workflow conventions — commits, branches, PRs.
Meta-auditor — validate the KB harness itself (structure, auditors, rules coherence, feedback loops).
Code quality and architecture guardian focused on structural regressions, duplication, and maintainability risks.
Executes scoped feature/fix tasks in isolated worktrees with deterministic verification before handoff.
Bootstraps and maintains project knowledge bases as source-of-truth artifacts for specs, properties, and architecture.
Takes a validated research brief and decomposes it into compressed, verified sub-briefs for each execution agent. Runs with a fresh context — no research history.
Verifies implemented behavior through deterministic test execution and focused scenario checks.
Uses power tools
Uses Bash, Write, or Edit tools
Runs pre-commands
Contains inline bash commands via ! syntax
Bash prerequisite issue
Uses bash pre-commands but Bash not in allowed tools
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A pipeline framework for fast and correct software development with coordinated agent teams.
Three principles:
.codex/agents/*.toml, explicit and depth-limited, agents.max_depth default 1), but those sub-agents cannot spawn further, and neither runtime offers unbounded recursive spawning. Roster is designed around this depth limit: orchestration is one level deep per skill, and deeper multi-stage work is relayed through artifacts and human gates between sessions. This is not a feature — it is an architectural reality we work within.Pick a channel — all install the recruiter, then /recruit assembles the team and offers to install the pipeline skills:
# Claude Code plugin marketplace (Claude Code)
/plugin marketplace add mathiasbourgoin/roster
/plugin install roster@roster
# npx, no clone/publish (any project with Node)
npx github:mathiasbourgoin/roster --runtime claude,opencode,codex
# curl | bash — universal, auto-detects your runtime
curl -fsSL https://raw.githubusercontent.com/mathiasbourgoin/roster/main/scripts/install.sh | bash
Prerequisites:
| Tool | Needed by | Notes |
|---|---|---|
bash ≥ 4 | installer | macOS ships 3.2 — brew install bash. The installer fails early with guidance if it's older. |
curl or wget | installer | to download component files |
jq + git | /recruit | required by sync-harness.sh (run during team assembly), not by the installer itself |
gh | /roster-ship | optional — only for opening PRs |
Detects and installs for all present runtimes simultaneously:
| Runtime | Detected by | Recruiter target | Notes |
|---|---|---|---|
| Claude Code | .claude/ | .claude/agents/recruiter.md + .claude/commands/recruit.md | |
| OpenCode | .opencode/ | .opencode/skills/recruit/SKILL.md | native Agent-Skills discovery |
| Codex (project) | .agents/ | .agents/skills/recruit/SKILL.md | |
| Codex (global) | ~/.codex/skills/ | ~/.codex/skills/recruit/SKILL.md | |
| Pi | .pi/ | .pi/skills/recruit/SKILL.md | ⚠️ untested |
Options:
# Install for all runtimes (creates dirs)
curl -fsSL .../install.sh | bash -s -- --all
# Explicit runtimes
curl -fsSL .../install.sh | bash -s -- --runtime claude,opencode
# Team mode: appends one-liner to AGENTS.md so teammates get it automatically
curl -fsSL .../install.sh | bash -s -- --team
After install: run /recruit (Claude) or invoke the discovered recruit skill (OpenCode / Codex,
via native Agent-Skills discovery) to assemble your team. The installed SKILL.md follows the open
Agent-Skills standard, so it is also readable by other skill-aware tools (e.g. GitHub Copilot) that
scan a compatible skills path — roster does not yet install to a Copilot-specific location.
Roster ships as a set of slash-command skills. /roster-run is the entry point — it detects context and routes to the right phase automatically.
/roster-run classifies every task into one of three depths before routing. Review is always mandatory — what changes is the upfront discovery and downstream documentation.
| Mode | When | Pipeline |
|---|---|---|
| Express | No spec/KB impact — typo, rename, formatting, config tweak, dependency bump, doc fix, pure refactor | implement → review → ship |
| Fast | Quick change with possible spec/KB impact — bug fix, small behaviour change, missing case, perf fix | implement → review → qa → ship |
| Full | New capability, API change, design trade-offs, or "spec it first" | question → research → intake → spec → plan → implement → review → qa → ship |
The classifier infers the mode from the task, but you can force one with a flag — /roster-run --full <task> (or --fast / --express). An explicit --full always wins; an explicit --express/--fast is honoured unless the task would skip a mandatory phase (e.g. a new public API), in which case /roster-run asks before downgrading.
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