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Alfred — Agent Runbook: workflow routing, SOP checklists, and document management for AI agents

Project description

Alfred

Alfred

Agent Runbook

Workflow routing, SOP checklists, and document management for AI agents and humans.

PyPI Tests Python 3.10+


What is Alfred?

Alfred is a CLI-based agent runbook (af) that manages SOPs, workflows, and structured documents across three layers (PKG, USR, PRJ). It provides:

  • Workflow Routingaf guide tells AI agents which SOP to follow for any task
  • Workflow Checklistsaf plan generates step-by-step checklists from SOPs
  • Document Validationaf validate enforces metadata format, status values, and section structure
  • Document Formattingaf fmt normalizes metadata order, whitespace, and table alignment to canonical style
  • File Path Lookupaf where prints the absolute filesystem path of any document by identifier
  • Document Lifecycle — Create, read, update, search, and index documents with consistent naming
  • JSON Output--json flag on guide/plan/search/validate for machine-readable output
  • Spec-driven Updates--spec FILE on create/update for batch metadata and section changes

Alfred is designed to be used by both AI agents (Claude Code, Codex, Gemini) and humans.

Quick Start

pip install fx-alfred
cd my-project
af guide          # see workflow routing (PKG → USR → PRJ)
af list           # list all documents
af read COR-1000  # read a specific document

Features

Workflow Routing (af guide)

Scans three layers for routing documents and outputs a complete workflow guide:

af guide --root /path/to/project
═══ PKG: COR-1103 Workflow Routing ═══
  Intent-based router: ALWAYS → PRIMARY ROUTE → OVERLAYS
  Golden rules from all COR SOPs

═══ USR: ALF-2207 Workflow Routing USR ═══
  Cross-project user preferences

═══ PRJ: FXA-2125 Workflow Routing PRJ ═══
  Project-specific decision tree

Workflow Checklists (af plan)

Generate step-by-step checklists from SOPs — optimized for LLM consumption:

af plan COR-1102 COR-1602 COR-1500    # LLM-optimized output
af plan --human COR-1102               # human-readable format
af plan --init                          # suggested prompts for agent config
# Session Workflow — Follow each phase in order.

## Phase 1: COR-1102 (Create Proposal)
- [ ] 1. Create the PRP document
- [ ] 2. Fill in required sections
- [ ] 3. Review via COR-1602

## Phase 2: COR-1602 (Multi Model Parallel Review)
- [ ] 1. Dispatch Reviewers
- [ ] 2. Both >= 9? Proceed. Otherwise revise.
⚠️ DO NOT PROCEED WITHOUT PASSING REVIEW

## RULES
- Complete each checkbox before moving to the next phase
- Declare active SOP at every phase transition

Document Validation (af validate)

Enforces document health across all layers:

af validate --root /path/to/project

Checks:

  • H1 format (# TYP-ACID: Title)
  • Per-type required metadata fields (Applies to, Last updated, Last reviewed, Status)
  • Status values against allowed set per document type
  • Change History table structure
  • SOP required sections (What Is It?, Why, When to Use, When NOT to Use, Steps)
207 documents checked, 0 issues found.

Document Management

# Create
af create sop --prefix FXA --area 21 --title "My SOP"
af create prp --prefix FXA --area 21 --title "My Proposal"
af create sop --prefix FXA --area 21 --title "My SOP" --spec fields.yaml  # from spec file

# Read
af read COR-1000                    # by PREFIX-ACID
af read 1000                        # by ACID only

# Update
af update FXA-2107 --status "Completed"
af update FXA-2107 --history "Done" --by "Claude"
af update FXA-2107 --title "New Title" -y
af update FXA-2107 --spec patch.yaml  # batch update via spec file

# Format
af fmt                              # show diff for all PRJ documents
af fmt FXA-2107                     # show diff for one document
af fmt --write                      # apply canonical formatting in-place
af fmt --check                      # CI check: exit 1 if any changes needed

# Search
af search "validation"              # search content across all docs
af search "validation" --json       # JSON output

# List & Filter
af list --type SOP                  # filter by type
af list --prefix FXA --json         # filter + JSON output

# Other
af guide --json                     # routing guide as JSON
af validate --json                  # validation results as JSON
af status                           # document counts by type/layer
af index                            # regenerate project index
af changelog                        # view version history

# Where (file path lookup)
af where FXA-2107                   # print absolute path
af where FXA-2107 --json            # JSON: {doc_id, path, source, filename}
vi $(af where FXA-2107)             # composable with shell tools

Three-Layer Document Model

graph TD
    AF["af CLI"] --> PKG
    AF --> USR
    AF --> PRJ

    subgraph PKG ["📦 PKG (read-only)"]
        direction LR
        P1["COR-* SOPs"]
        P2["Templates"]
        P3["Bundled with fx-alfred"]
    end

    subgraph USR ["👤 USR (~/.alfred/)"]
        direction LR
        U1["Personal preferences"]
        U2["Cross-project rules"]
        U3["Routing: ALF-2207"]
    end

    subgraph PRJ ["📁 PRJ (./rules/)"]
        direction LR
        R1["Project SOPs & CHGs"]
        R2["PRPs & ADRs"]
        R3["Routing: FXA-2125"]
    end

    style PKG fill:#1a1a2e,stroke:#e94560,color:#fff
    style USR fill:#1a1a2e,stroke:#0f3460,color:#fff
    style PRJ fill:#1a1a2e,stroke:#16213e,color:#fff
Layer Location Writable Scope
PKG Bundled in package No Universal COR documents
USR ~/.alfred/ Yes Personal, cross-project
PRJ ./rules/ Yes Project-specific

Document Types

Type Purpose Example
SOP Standard Operating Procedure How to create a document
PRP Proposal Design for a new feature
CHG Change Request Modify existing system
ADR Architecture Decision Record Record a decision
REF Reference Glossary, index, contract
PLN Plan Execution schedule
INC Incident Bug report, outage record

Document Format

<PREFIX>-<ACID>-<TYP>-<Title-With-Hyphens>.md

FXA-2134-PRP-AF-Plan-Command-Workflow-Checklist.md
COR-1103-SOP-Workflow-Routing.md

For AI Agents

Session Start

af guide --root /path/to/project    # 1. See routing + decision tree
af plan COR-1102 COR-1602 COR-1500 # 2. Generate workflow checklist

First Time Setup

af plan --init                      # See suggested prompts for your agent config

Decision Tree (COR-1103)

graph TD
    START["What are you doing?"] --> Q1{"Pure document\nmanagement?"}
    START --> Q2{"Something\nbroken?"}
    START --> Q3{"New capability\nthat doesn't exist?"}
    START --> Q4{"Change existing\nsystem?"}
    START --> Q5{"Record a\ndecision?"}
    START --> Q6{"Track/discuss\na topic?"}

    Q1 -->|New SOP| COR1000["COR-1000"]
    Q1 -->|New doc| COR1001["COR-1001"]
    Q1 -->|Update| COR1300["COR-1300"]

    Q2 -->|Bug| INC["INC"]
    Q2 -->|Fix + change| INC2["INC + CHG"]

    Q3 --> PRP["PRP (COR-1102)"]
    PRP --> REV["Review (COR-1602)"]
    REV --> CHG1["CHG (COR-1101)"]
    CHG1 --> TDD1["TDD (COR-1500)"]

    Q4 -->|Standard| CHG2["CHG, no review"]
    Q4 -->|Normal| CHG3["CHG → Review → TDD"]
    Q4 -->|Emergency| CHG4["CHG → Execute → Post-approval"]

    Q5 --> ADR["ADR (COR-1100)"]
    Q6 --> DT["COR-1201\nD new / D list"]

    style START fill:#0f3460,stroke:#e94560,color:#fff
    style PRP fill:#16213e,stroke:#0f3460,color:#fff
    style REV fill:#1a1a2e,stroke:#e94560,color:#fff
    style TDD1 fill:#16213e,stroke:#0f3460,color:#fff

Key SOPs

SOP What it does
COR-1103 Workflow routing — which SOP to follow for any task
COR-1102 Create Proposal (PRP lifecycle)
COR-1101 Submit Change Request (CHG)
COR-1500 TDD Development Workflow
COR-1602 Multi-Model Parallel Review
COR-1608 PRP Review Scoring rubric
COR-1611 Reviewer Calibration Guide

Review Scoring

Alfred includes a standardized review scoring framework:

  • COR-1608 — PRP scoring (6 weighted dimensions + OQ hard gate)
  • COR-1609 — CHG scoring (5 dimensions)
  • COR-1610 — Code scoring (5 dimensions)
  • COR-1611 — Shared reviewer calibration guide

Pass threshold: >= 9.0/10. All deductions must cite specific lines.

Commands Reference

af guide [--root DIR] [--json]
af plan SOP_ID [...] [--root DIR] [--json]
af plan --human SOP_ID [...]
af plan --init
af list [--type] [--prefix] [--source] [--json]
af read IDENTIFIER [--json]
af create TYPE --prefix P --acid N|--area N --title T [--layer] [--subdir] [--spec FILE] [--dry-run]
af update IDENTIFIER [--status] [--field K V] [--history] [--title] [--dry-run] [--spec FILE]
af fmt [DOC_IDS...] [--write] [--check]
af where IDENTIFIER [--json]
af search PATTERN [--json]
af validate [--root DIR] [--json]
af setup
af status [--json]
af index
af changelog

Install / Upgrade

pip install fx-alfred              # install
pipx install fx-alfred             # install (isolated)
pipx upgrade fx-alfred             # upgrade

Changelog

See CHANGELOG.md or run af changelog.

License

MIT

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