14 KiB
Seedgo
Purpose: Standards compliance platform for AIPass. Audits all 11 core agents against 34 code standards + diagnostics, manages bypass rules, runs proof certification, owns the hook system, and provides per-file checklist validation consumed by auto-fix hooks.
Module: aipass.seedgo
Version: 2.0.0
Created: 2026-03-05
Overview
What I Do
- Audit all 11 core agents against 34 code standards + diagnostics (architecture, CLI, imports, logging, naming, silent catch, deep nesting, etc.)
- Score files 0-100 per standard and report violations with actionable details
- Manage bypass rules (
.seedgo/bypass.json) for deliberate exceptions - Run pyright diagnostics across branches for type error detection
- Own the hook system: auto-fix diagnostics, edit gate, subagent stop gate, bridge installer
- Single-file checklist validation against all standards (consumed by PostToolUse auto-fix hook)
- Proof certification via proof/proof_query (triplet, plugin integrity, README currency)
- Custom function test coverage mapping via test_map
- README auto-generation and freshness checking
- Hook testing, listing, and probe infrastructure
What I Don't Do
- Runtime monitoring (that's prax)
- Code execution or deployment
Commands
All commands available via drone @seedgo <command> or python3 -m aipass.seedgo <command>.
Via Drone (primary)
drone @seedgo # Introspection (module list, version)
drone @seedgo --help # Full command listing
drone @seedgo --version # Version string
# Audit
drone @seedgo audit aipass # Audit all 11 agents (34 standards + diagnostics)
drone @seedgo audit aipass @flow # Audit single branch
drone @seedgo audit inbox-ids # Inbox message-ID validation
# Standards Query
drone @seedgo standards_query aipass_standards # List all 33 standards in pack
drone @seedgo standards_query aipass_standards cli # Show specific standard content
# Per-file Check
drone @seedgo checklist <file> # Single-file standards check (hook consumer)
drone @seedgo checklist <directory> # Directory-wide check (globs *.py)
# Diagnostics
drone @seedgo diagnostics # Pyright type checking via audit pipeline
# Proof
drone @seedgo proof aipass # Proof certification (CERTIFIED / NOT CERTIFIED)
drone @seedgo proof_query aipass_proof triplet # Query proof standard content
# Test Coverage
drone @seedgo test_map @seedgo # Function-level test coverage mapping
# README
drone @seedgo readme update @flow # README auto-generation for a branch
# Hooks
drone @seedgo hooks test # Run hook test suite (pytest per file)
drone @seedgo hooks list # Show all wired hooks from settings
drone @seedgo hooks probe # Hook event probe infrastructure
# Bridge
drone @seedgo bridge install # Install AIPass hooks to ~/.claude/settings.json
drone @seedgo bridge uninstall # Remove AIPass hooks
drone @seedgo bridge reinstall # Clean reinstall
drone @seedgo bridge status # Show hook installation status
Via Python Module
python3 -m aipass.seedgo audit aipass # Same commands, direct execution
python3 -m aipass.seedgo standards_query aipass_standards cli
Note:
proof,proof_query, andtest_mapcommands work but are not listed in--helpoutput (known TODO).
Architecture
seedgo/
├── apps/
│ ├── seedgo.py # Entry point — thin router (~290 lines)
│ │ # discover_modules() loads apps/modules/*.py
│ │ # route_command() dispatches to first handler returning True
│ ├── modules/ # 13 business logic modules
│ │ ├── standards_audit.py # Pack-aware compliance audit orchestrator
│ │ ├── standards_query.py # Pack-aware content query
│ │ ├── diagnostics_audit.py # Pyright diagnostics via audit pipeline
│ │ ├── checklist.py # Per-file/dir standards check (hook consumer)
│ │ ├── seedgo_proof.py # Proof certification orchestrator
│ │ ├── proof_query.py # Proof content query
│ │ ├── hook_bridge.py # Hook bridge installer (install/uninstall/reinstall/status)
│ │ ├── hooks.py # Hook probe display and testing
│ │ ├── hooks_ext.py # Hook test + list subcommands (split from hooks.py)
│ │ ├── inbox_audit.py # Inbox message-ID validation
│ │ ├── permissions.py # TRUSTED_CROSS_WRITERS list for hook + drone auth
│ │ ├── readme_update.py # README generation module
│ │ └── test_map.py # Custom function test coverage mapping
│ └── handlers/ # 11 handler directories
│ ├── aipass_standards/ # 34 checker standards (67 files)
│ │ ├── *_check.py # Checker implementations (score 0-100)
│ │ ├── *_content.py # Queryable standard content
│ │ └── *.md # Standard documentation
│ ├── aipass_proof/ # 5 proof validators (11 files)
│ │ ├── triplet.py # .trinity/ completeness
│ │ ├── interface.py # AUDIT_SCOPE + function signatures
│ │ ├── plugin_integrity.py # No hardcoded standard names
│ │ ├── content_naming.py # Function naming conventions
│ │ └── readme_currency.py # README freshness
│ ├── audit/ # Audit implementation
│ │ ├── branch_audit.py # Per-branch scoring engine
│ │ ├── discovery.py # Branch discovery (CWD-first registry)
│ │ └── audit_display.py # Rich result formatting
│ ├── bypass/ # Bypass system
│ │ ├── bypass_handler.py # .seedgo/bypass.json loader
│ │ └── ignore_handler.py # .seedgo/ignore patterns
│ ├── config/ # Configuration handlers
│ ├── diagnostics/ # Pyright integration + branch discovery
│ ├── file/ # File operations
│ ├── hooks/ # Hook test runner
│ ├── json/ # JSON tracking (json_handler)
│ ├── readme/ # README generator + branch resolution
│ └── test_map/ # Function test coverage scanner
├── tests/ # 29 test files, 1131 tests
├── drone_adapter.py # Drone routing bridge
├── .trinity/ # Identity + memory
├── .seedgo/ # Self-bypass rules
├── .ai_mail.local/ # Mailbox
├── CLAUDE.md # Branch startup instructions
└── STATUS.local.md # Current state summary
Key Patterns
Module auto-discovery: discover_modules() in seedgo.py loads all .py files from apps/modules/. Each module's handle_command(command, args) is called in discovery order; first returning True wins.
Pack discovery: Checker packs live in handlers/*_standards/ directories. standards_audit strips the _standards suffix for command routing (aipass_standards/ -> audit aipass). standards_query uses the full directory name (standards_query aipass_standards).
CWD-first registry: _find_registry() walks CWD parents first (for external project support), falls back to __file__ parents, uses *_REGISTRY.json glob (not hardcoded name).
Bypass system: .seedgo/bypass.json per branch. Each entry has file, standard, optional lines, and required reason. Checkers call is_bypassed() per violation. Bypass is intentional documented deviation, not ignoring.
The 34 Standards
| Standard | Scope | What It Checks |
|---|---|---|
| architecture | entry_point | Module/handler separation, entry point structure |
| cli | all_files | Rich console usage, no bare print() |
| cli_flags | entry_point | --help, --version flag handling |
| commented_logger | all_files | No commented-out logger/logging calls |
| dead_code | branch_level | Unreachable functions and dead imports |
| debug_print | all_files | No debug print/pprint statements |
| deep_nesting | all_files | Max nesting depth 4 (AST-measured) |
| documentation | all_files | Docstrings on public functions |
| encapsulation | all_files | No cross-branch imports, proper isolation |
| error_handling | all_files | Try/except patterns, error propagation |
| handler_import | branch_level | apps/__init__.py contains from . import handlers |
| handlers | entry_point | Handler directory structure |
| hardcoded_key | all_files | No hardcoded API keys or secrets |
| help_text | all_files | --help content quality |
| imports | all_files | Import ordering and grouping |
| introspection | entry_point | No-args introspection gate |
| json_structure | all_files | json_handler import + log_operation calls |
| log_handler | all_files | Prax logger usage (not stdlib logging) |
| log_level | all_files | Correct log level usage |
| log_structure | all_files | Structured log message format |
| log_visibility | all_files | Log output in key operations |
| meta | all_files | File header metadata block |
| modules | all_files | Module structure and naming |
| naming | all_files | snake_case, column-0 constants |
| permission_flags | all_files | No dangerous permission overrides |
| readme | branch_level | README.md exists and is current |
| ruff | branch_level + per-file | Ruff linter compliance |
| shebang | all_files | No shebang lines in library code |
| silent_catch | all_files | No bare except/pass patterns |
| stderr_routing | all_files | Proper stderr vs stdout usage |
| test_quality | branch_level | JSON handler test coverage (51 items, 11 categories) |
| todo | all_files | No unresolved TODO/FIXME/HACK comments |
| trigger | all_files | Trigger integration patterns |
| unused_function | branch_level | No unreferenced public functions |
Hook Ownership
Seedgo owns the AIPass hook system. Canonical runtime location: AIPass/.claude/hooks/.
| Hook | Event | What It Does |
|---|---|---|
| auto_fix_diagnostics.py v5.2.0 | PostToolUse (Edit/Write) | py_compile + ruff + pattern checks + drone @seedgo checklist + pyright. Saves state for edit gate |
| pre_edit_gate.py v1.3.0 | PreToolUse (Edit/Write) | Blocks edits to other files while type errors exist. Cross-branch inbox write protection |
| subagent_stop_gate.py v1.0 | SubagentStop | Runs checklist on modified .py files, blocks stop until clean |
| branch_prompt_loader.py | UserPromptSubmit | Injects .aipass/aipass_local_prompt.md when CWD is in a branch |
| identity_injector.py | UserPromptSubmit | Injects passport identity block |
| email_notification.py | UserPromptSubmit | Inbox banner |
| pre_compact.py | PreCompact | Memory archival prep |
| notification_sound.py | Notification | Sound effect |
| stop_sound.py | Stop | Sound effect |
| tool_use_sound.py | PreToolUse | Sound effect |
The bridge module (drone @seedgo bridge install) manages hook installation to ~/.claude/settings.json using the AIPASS_HOOK_MANIFEST (13 entries across 7 events).
Tests
- 29 test files, 1131 tests, all passing
- 200 public functions, 200 tested (100% coverage)
- 0 type errors (pyright)
- Key test areas: standards audit, checklist, bypass, JSON handler, hooks (probe, track A/B/E, utility, bridge), proof, README, diagnostics, line coverage (plugin integrity, diagnostics, audit display, branch audit, architecture, checklist)
Integration Points
Depends On
aipass.cli— Rich console, header formattingaipass.prax— Structured logging vialoggeraipass.drone— Branch resolution vianormalize_branch_arg- Python stdlib (
pathlib,ast,importlib,json,re)
Provides To
- All branches — standards auditing via
drone @seedgo audit aipass [@branch] - All branches — content queries via
drone @seedgo standards_query - All branches — per-file checklist via hook (PostToolUse -> checklist)
aipass.drone— in-process routing viadrone_adapter.py
Known Issues / Tech Debt
audit_display.py: 16 hardcoded display blocks for specific standards (DPLAN-0047 tracks dynamic refactor)- Hook location drift:
~/.claude/hooks/vsAIPass/.claude/hooks/(DPLAN-0131) proof,proof_query,test_mapnot listed in--helpoutputdocumentation_check.py5-line lookahead limitation for multi-line function signaturesdead_code_check.pydoesn't recognizeiterdir()as valid discovery pattern- Cross-branch file write detection recommended but not yet in standards (S73 finding)
- Test coverage: 200/200 public functions (100%) but line coverage still has gaps in 6 handler files
Latest Audit (2026-04-26)
- Seedgo score: 100% (34/34 + diagnostics) — all standards green
- Tests: 1131 passed, 0 failed, 0 skipped
- Coverage: 200 public functions, 200 tested (100%)
- Type errors: 0
Last Updated: 2026-04-26