Assay

Agentic development kit — spec-driven workflows with dual-track quality gates for AI coding agents.

What It Does

Assay enforces quality gates between AI agent output and your main branch. Define specs with acceptance criteria, and Assay evaluates them automatically using two tracks:

• Deterministic gates: Shell commands, test suites, linter checks — binary, reproducible, cheap
• Agent-evaluated gates: Natural-language assertions verified by AI via MCP — nuanced, context-aware

Gates support required/advisory enforcement levels, persist results to run history for audit trails, and integrate with both CLI and MCP surfaces.

v0.4.0 adds gate_evaluate — a single MCP call that computes diffs, spawns a headless evaluator subprocess, and persists structured per-criterion results. Also ships WorkSession persistence for tracking agent work across phases, spec_validate for static spec health checking, context engine integration for token-budgeted diff slicing, and comprehensive observability improvements.

Quick Start

# Install toolchain
mise install

# Install the CLI
cargo install --path crates/assay-cli

# Initialize a project
assay init

# Write a spec in .assay/specs/my-feature.toml, then run gates
assay gate run my-feature

# Or run all specs at once
assay gate run --all

CLI Commands

Command	Description
assay init	Initialize .assay/ project structure
assay spec show <name>	Display a spec with its criteria
assay spec list	List all specs in the project
assay gate run <name>	Run gates for a spec
assay gate run --all	Run gates for all specs
assay history <name>	View gate run history for a spec
assay context diagnose	Token usage, bloat breakdown, context %
assay context list	List sessions with sizes and token counts
assay context prune	Dry-run pruning strategies on a session
assay context guard start	Start the guard daemon for a session
assay worktree create <spec>	Create isolated git worktree for a spec
assay worktree list	List active worktrees
assay worktree status <spec>	Check worktree branch/dirty/ahead status
assay worktree cleanup <spec>	Remove a worktree
assay checkpoint save	Save team state checkpoint
assay mcp serve	Start the MCP server (stdio)

MCP Server

Assay exposes tools via MCP (Model Context Protocol) for agent integration:

• spec_list — Enumerate available specs
• spec_get — Retrieve a spec by name (with optional resolved config)
• spec_validate — Static spec health check with structured diagnostics
• gate_run — Execute command criteria for a spec (with timeout and enforcement)
• gate_evaluate — Single-call headless agent evaluation (diff + subprocess + persist)
• gate_report — Submit agent-evaluated gate results with reasoning
• gate_finalize — Complete an agent evaluation session
• gate_history — Query past gate run results (with outcome filter and limit)
• session_create — Start a work session linking worktree, spec, and agent
• session_get — Retrieve session details by ID
• session_update — Transition session phase and link gate runs
• session_list — Enumerate sessions with optional filters
• context_diagnose — Full session diagnostics with bloat analysis
• estimate_tokens — Token count, context %, and growth rate metrics
• worktree_create — Create isolated git worktree for agent work
• worktree_list — List active worktrees
• worktree_status — Check worktree branch and dirty state
• worktree_cleanup — Remove a worktree

Claude Code Plugin

Install the plugin from plugins/claude-code/ to get:

• MCP server auto-registration
• /gate-check and /spec-show skills
• PostToolUse hook for automatic gate reminders
• Stop hook preventing completion without passing gates
• Checkpoint hooks for team state protection

Project Structure

crates/
  assay-types/   Shared serializable types (serde, schemars)
  assay-core/    Domain logic: specs, gates, config, context, pruning, guard
  assay-cli/     CLI binary (clap)
  assay-tui/     TUI binary (ratatui) — scaffold
  assay-mcp/     MCP server library (rmcp)
plugins/
  claude-code/   Claude Code plugin
schemas/         JSON Schemas (generated from assay-types)

Development

just build      # Build all crates
just test       # Run tests (836 tests)
just lint       # Clippy with -D warnings
just fmt        # Format code
just ready      # Full check suite: fmt + lint + test + deny
just schemas    # Regenerate JSON schemas

License

MIT