Spec Kitty Charter Doctrine
Manage project governance charters, interviews, and doctrine artifacts in Spec Kitty.
Installation
- Make sure Claude is on your device and in your terminal.
Skills load from
~/.claude/skills/when Claude Code starts up — so you need it on your machine first. If you don't have it yet, install it once with the command below, then runclaudein any terminal to verify.One-time setupnpm i -g @anthropic-ai/claude-codeAlready have it? Skip ahead.
- Paste into Claude Code or into your terminal.
This copies the whole skill folder into
~/.claude/skills/spec-kitty-charter-doctrine-priivacy-ai/— the SKILL.md plus any scripts, reference docs, or templates the skill ships with. Safe default: works for every skill.Faster alternative (instruction-only skills)
Skips the clone and grabs only the SKILL.md file. Don't use this if the skill ships Python scripts, reference markdowns, or asset templates — they won't be downloaded and the skill will fail when it tries to load them.
Quick install (SKILL.md only)Sign up to copy - Restart Claude Code.
Quit and reopen Claude Code (or any other agent that loads from
~/.claude/skills/). New skills are picked up on startup. - Just ask Claude.
Skills auto-activate when your request matches the skill's description — no slash command needed. Trigger phrases live in the skill's own frontmatter; you can read them in the “What this skill does” section above.
Prefer to read the source first? Open on GitHub.
When Claude uses it
Run charter interview, generation, context, and sync workflows for project governance in Spec Kitty 3.x. Access doctrine artifacts programmatically via DoctrineService. Resolve agent profiles. Load action-scoped governance context iteratively, not all at once. Triggers: "interview for charter", "generate charter", "sync charter", "use doctrine", "set up governance", "charter status", "extract governance config", "load doctrine", "agent profile", "DoctrineService", "action index". Does NOT handle: generic spec writing not tied to governance, direct runtime loop advancement, setup/repair diagnostics, or editorial glossary maintenance.
What this skill does
spec-kitty-charter-doctrine
Manage the charter lifecycle: interview, generate, context-load, sync,
and status. Access doctrine artifacts programmatically via DoctrineService.
Resolve agent profiles for role-scoped behavior. Load governance context
iteratively at action boundaries rather than dumping everything upfront.
.kittify/charter/charter.md is the Spec Kitty runtime governance
source for a project. A repository may also keep public governance docs
outside .kittify/; those docs are human-facing authority unless the
runtime charter summarizes or references them. All structured config
(governance.yaml, directives.yaml, references.yaml) is derived from
the runtime charter. The doctrine layer (src/doctrine/) provides the
reusable knowledge artifacts (directives, tactics, paradigms, styleguides,
toolguides, procedures, agent profiles, step contracts) that the charter
references.
⛔ ARCHITECTURAL INVARIANT: spec-kitty NEVER calls LLMs
spec-kitty is a CLI tool invoked BY an LLM harness (Claude Code, Codex, Cursor, Gemini, etc.). The LLM harness IS the inference engine. spec-kitty must NEVER call any LLM API itself.
This is not a preference. It is a hard architectural rule with no exceptions.
Why this rule exists
| What you are reading this in | What that means |
|---|---|
| Claude Code | Claude IS already running. It should generate doctrine. |
| Codex CLI | Codex IS already running. It should generate doctrine. |
| Cursor / Gemini / Kiro / ... | Same — the harness IS the inference engine. |
If spec-kitty called the Anthropic SDK internally:
- It would need a separate
ANTHROPIC_API_KEY— a second API key alongside the one the harness already uses. - It would bypass the harness entirely, making the agent's reasoning invisible.
- It would make spec-kitty Anthropic-specific, breaking all other harnesses.
- It would be a hidden inference call the user never authorized or configured.
- It would duplicate what the harness can already do better, with full context.
What this means for charter synthesis
Charter synthesis is an LLM reasoning task. YOU (the agent running this skill) are the LLM that should do it.
The synthesis workflow is:
answers.yaml (the interview answers — what the user told spec-kitty about the project)
+
doctrine schemas (the YAML shapes expected for directives, tactics, styleguides)
+
THIS SKILL (the instructions you are reading right now)
↓
YOU generate the doctrine YAML files
↓
spec-kitty CLI commands (validate, stage, and promote the files you wrote)
spec-kitty's CLI provides validation, schema-checking, DRG validation, neutrality gating, staging, and atomic promotion. It does NOT provide generation — that is your job as the agent.
If you see code that calls anthropic.Anthropic() or imports the anthropic SDK
inside spec-kitty source files, that is a bug. Remove it immediately.
Canonical locations that must NEVER contain import anthropic or any Anthropic SDK call:
src/charter/— any filesrc/specify_cli/— any filepyproject.toml— must not listanthropicas a runtime dependency
How to Synthesize Doctrine Artifacts (Agent-Driven)
When a user says "synthesize charter doctrine", "generate project doctrine", or "run charter synthesize", you do the following — you do NOT call any CLI command that triggers an LLM. You ARE the LLM.
Step 1 — Read the interview answers
cat .kittify/charter/interview/answers.yaml
This file contains the user's responses: project intent, languages, testing requirements, quality gates, etc.
Step 2 — Read the doctrine schemas for the target artifact kinds
The current synthesis scope is: directive, tactic, styleguide.
Read shipped examples to understand the expected YAML shape.
There is no doctrine list or doctrine show CLI command — use the programmatic
DoctrineService API (documented in the Programmatic Doctrine Access section below)
or read the YAML files directly from src/doctrine/<kind>/shipped/:
from doctrine.service import DoctrineService
service = DoctrineService(shipped_root, project_root)
# Read a directive
directive = service.directives.get("<a-directive-id>")
# Read a tactic
tactic = service.tactics.get("<a-tactic-id>")
# Read a styleguide
styleguide = service.styleguides.get("<a-styleguide-id>")
To validate your project-layer doctrine artifacts run:
spec-kitty doctrine validate .kittify/
Step 3 — Read the interview mapping to know what to generate
The interview fields map to target artifact kinds:
project_intent,quality_gates,risk_boundaries→ directivestesting_requirements→ directives + tactics (TDD flavour)languages_frameworks→ styleguides (language-specific)performance_targets,deployment_constraints→ directives
For each synthesis target, derive: kind, slug (kebab-case, project-specific),
title, and body (the full artifact content as YAML matching the shipped schema).
Step 4 — Write the doctrine YAML to .kittify/charter/generated/
The harness writes artifact inputs here; spec-kitty charter synthesize
validates, stages, and promotes them into the live doctrine tree.
.kittify/charter/generated/
directives/
<NNN>-<slug>.directive.yaml
tactics/
<slug>.tactic.yaml
styleguides/
<slug>.styleguide.yaml
Use the shipped artifact YAML structure as your template. Make the content specific to the project based on the interview answers. Do not write generic filler.
Step 5 — Run the full validation stack without promoting
spec-kitty charter synthesize --dry-run
This is a real stage-and-validate pass. It writes the agent-authored artifacts into the staging tree, runs schema validation, project DRG validation, and the neutrality gate, then wipes the staging directory on success.
Step 6 — Promote the validated artifact set
spec-kitty charter synthesize
By default this reads from .kittify/charter/generated/ via the generated
adapter and promotes the validated outputs into:
.kittify/doctrine/for artifact content and projectgraph.yaml.kittify/charter/provenance/plussynthesis-manifest.yamlfor bookkeeping
Step 7 — Commit the promoted charter synthesis state
git add .kittify/doctrine/ .kittify/charter/provenance/ .kittify/charter/synthesis-manifest.yaml
git commit -m "feat(charter): promote project-local doctrine from generated inputs"
How the Charter System Works
The charter is a governance-as-code framework. A human-written markdown document captures project policy, and the runtime extracts structured YAML from it to constrain what agents see and do during workflow actions.
The 3-Layer Model
-
Runtime charter (
.kittify/charter/charter.md) — Human-editable markdown consumed by Spec Kitty. Created via interview or written by hand. If the repository also has a public constitution or handbook, keep the runtime charter concise: summarize binding directives and reference the public authority through prose orauthority_paths. -
Extracted config — Machine-readable YAML derived deterministically by sync. Never edit these directly — they are overwritten on every sync.
governance.yaml— Testing, quality, performance, branching, doctrine selectionsdirectives.yaml— Numbered project rules with severity and scopemetadata.yaml— Hash, timestamp, extraction mode
-
Doctrine references (
library/*.md) — Detailed guidance documents for selected paradigms, directives, and tools. Copied fromsrc/doctrine/during generation.
Data Flow
Interview Answers (answers.yaml)
↓
[generate command] ← doctrine templates, mission config
↓
Runtime Charter (charter.md) ← Spec Kitty runtime source
↓
[auto-sync triggered]
↓
├→ governance.yaml ← extracted structured config
├→ directives.yaml ← extracted numbered rules
├→ metadata.yaml ← hash, timestamp, extraction mode
└→ library/*.md ← copied doctrine reference docs
↓
[context command] at each workflow action
↓
Text injected into agent prompt
How Sync Extraction Works
The sync command parses charter.md by classifying section headings
against a keyword map:
| Heading keyword | Target schema |
|---|---|
testing, test, coverage | governance.testing |
quality, lint | governance.quality |
commit | governance.commits |
performance | governance.performance |
branch | governance.branch_strategy |
paradigm, tool, template | governance.doctrine |
directive, constraint, rule | directives.directives |
For each matched section, the parser extracts structured data from:
- Markdown tables — rows parsed as key-value dicts
- YAML code blocks — parsed directly
- Numbered lists — extracted as directive items
- Keyword patterns — regex matching for quantitative values:
90%+ coverage→testing.min_coverage: 90TDD required→testing.tdd_required: true< 2 seconds→performance.cli_timeout_seconds: 2.0<project-type-checker>→testing.type_checking: "<project-type-checker>"1 approval→quality.pr_approvals: 1conventional commits→commits.convention: "conventional"pre-commit hooks→quality.pre_commit_hooks: true
Doctrine selections (paradigms, directives, tools, template_set) are merged
from YAML blocks and tables that contain keys like selected_paradigms,
available_tools, or template_set.
governance.yaml Schema
testing:
min_coverage: 90 # Minimum test coverage %
tdd_required: false # TDD mandatory
framework: <project-runner> # Test framework / runner
type_checking: "<project-type-checker>" # Type checker
quality:
linting: "<project-linter>" # Linter
pr_approvals: 1 # Required approvals before merge
pre_commit_hooks: false # Pre-commit hooks required
commits:
convention: conventional # Commit convention (or null)
performance:
cli_timeout_seconds: 2.0 # Max CLI command duration
dashboard_max_wps: 100 # Max work packages dashboard displays
branch_strategy:
main_branch: main # Primary branch
dev_branch: null # Development branch (optional)
rules: [] # Branch naming/protection rules
doctrine:
selected_paradigms: [] # Active paradigm IDs
selected_directives: [] # Active directive IDs
available_tools: [] # Active tool IDs
template_set: null # Mission template set
enforcement: {} # Enforcement policy by domain
directives.yaml Schema
directives:
- id: DIR-001 # Auto-generated or custom ID
title: "Short title" # First 50 chars
description: "Full text" # Full description
severity: warn # error (blocks), warn (displayed), info (logged)
applies_to: [implement, review] # Actions where directive fires
Hash-Based Staleness Detection
Sync uses SHA-256 to detect changes. The hash of charter.md content
(whitespace-normalized) is stored in metadata.yaml. On sync:
- If hashes match and
--forcenot set → skip (idempotent) - If hashes differ → re-extract
- If no
metadata.yamlexists → always stale
How Context Gets Injected Into Workflow Actions
When you run /spec-kitty.specify, /spec-kitty.plan, /spec-kitty.implement,
or /spec-kitty.review, the runtime automatically calls
spec-kitty charter context --action <action>. The returned text is
injected into the agent prompt.
Three context modes:
| Mode | When | Content |
|---|---|---|
bootstrap | First load for an action | Full policy summary (up to 8 bullets) + reference doc list (up to 10) |
compact | Subsequent loads | Resolved paradigms, directives, tools, template_set only |
missing | No charter exists | Instructions to create one |
First-load state is tracked in .kittify/charter/context-state.json.
Each action (specify, plan, implement, review) has an independent first-load
timestamp.
Doctrine Artifact Kinds
Doctrine organizes knowledge into 8 artifact kinds. Each kind has a
dedicated repository in DoctrineService, follows built-in -> org -> project
loading, and is accessible programmatically or via CLI.
Directives — Numbered project rules that constrain agent behavior.
Each directive has a severity (error, warn, info), an applies_to
scope listing which actions it fires on, and may reference tactics.
Directives are the what you must do layer.
directive = service.directives.get("DIRECTIVE_034")
# directive.title → "Test-First Development"
# directive.severity → "warn"
# directive.applies_to → ["implement", "review"]
# All directives: service.directives.list_all() or read src/doctrine/directives/shipped/
Tactics — Reusable implementation approaches that describe how to do something. Tactics cover testing (TDD, ZOMBIES, acceptance-test-first), domain modeling (bounded context, aggregate boundaries), refactoring (strangler fig, extract class), review (intent-and-risk-first), and planning (problem decomposition, eisenhower). The shipped set includes a refactoring sub-catalog.
tactic = service.tactics.get("tdd-red-green-refactor")
# tactic.title, tactic.description, tactic.steps
Paradigms — High-level development philosophies that group related
tactics and directives. A paradigm (e.g., domain-driven-design) declares
which tactics it recommends. Paradigms are selected during the charter
interview and scope which tactics appear in governance context.
paradigm = service.paradigms.get("domain-driven-design")
# paradigm.tactics → ["bounded-context-identification", ...]
Styleguides — Language- or domain-specific writing and coding style
rules. Applied when the charter's languages_frameworks answer
matches the styleguide's target language.
styleguide = service.styleguides.get("python-conventions")
Toolguides — Operational guidance for specific tools. Teaches agents how to use git, the project's test runner, diagramming tools, etc. within the project's governance constraints.
toolguide = service.toolguides.get("efficient-local-tooling")
Procedures — Multi-step workflow primitives with prerequisites and ordered steps. Procedures are the reusable building blocks that step contracts delegate to. They describe a complete mini-workflow (e.g., "refactoring", "test-first-bug-fixing", "situational-assessment").
procedure = service.procedures.get("refactoring")
# procedure.steps → ordered list of actions
# procedure.prerequisites → what must be true before starting
Agent Profiles — Role definitions with 6 sections: context_sources,
purpose, specialization, collaboration, mode_defaults, and
initialization_declaration. Relationship fields such as specializes_from are
not profile fields; lineage belongs in the doctrine DRG. Profiles support
weighted matching against task context (DDR-011 algorithm).
profile = service.agent_profiles.get("implementer")
# profile.purpose.mandate → what this agent is responsible for
# profile.specialization.boundaries → what it should not do
# Or resolve the best match for a task:
best = service.agent_profiles.find_best_match(task_context)
spec-kitty agent profile list
spec-kitty agent profile show implementer
Step Contracts — Structured action definitions that link public actions
(specify, plan, implement, review) to doctrine artifacts via DelegatesTo.
Each contract defines ordered steps; each step may delegate to a tactic,
directive, or procedure by kind and candidate list.
contract = service.mission_step_contracts.get("implement")
for step in contract.steps:
if step.delegates_to:
# Load the referenced doctrine artifact
artifact = getattr(service, step.delegates_to.kind + "s").get(
step.delegates_to.candidates[0]
)
Discovering Available Artifacts
There is no doctrine list or doctrine show CLI command. Use the programmatic
DoctrineService API or read artifact YAML files directly:
from doctrine.service import DoctrineService
service = DoctrineService(shipped_root, project_root)
# List or inspect artifacts by kind
directive = service.directives.get("DIRECTIVE_034")
tactic = service.tactics.get("tdd-red-green-refactor")
paradigm = service.paradigms.get("<paradigm-id>")
# Shipped artifacts: src/doctrine/<kind>/shipped/
# Project-local overrides: .kittify/<kind>/
To validate project-layer artifacts:
spec-kitty doctrine validate .kittify/
To list registered mission types:
spec-kitty doctrine mission-type list
To list agent profiles:
spec-kitty agent profile list
Shipped artifacts live in src/doctrine/<kind>/shipped/. Project-local
overrides live in .kittify/<kind>/. Two-source loading merges both,
with project artifacts taking precedence on field-level merge.
Template sets (from src/doctrine/missions/):
software-dev-default— Core development workflowplan-default— Goal-oriented planningdocumentation-default— Documentation creation (Divio)research-default— Research and evidence gathering
Default tool registry: spec-kitty, git
Interview Profiles
Minimal (8 questions — fast bootstrap):
| Question | Governance use |
|---|---|
project_intent | Policy summary, preamble |
languages_frameworks | Styleguide selection (e.g., Python) |
testing_requirements | testing.framework, testing.min_coverage |
quality_gates | Quality Gates section |
review_policy | quality.pr_approvals, Branch Strategy |
performance_targets | performance.cli_timeout_seconds |
deployment_constraints | branch_strategy.rules |
Comprehensive (11 questions — adds 4 more):
| Question | Governance use |
|---|---|
documentation_policy | Added to Project Directives |
risk_boundaries | Added to Project Directives |
amendment_process | Amendment Process section |
exception_policy | Exception Policy section |
answers.yaml Schema
schema_version: "1.0.0"
mission: "software-dev"
profile: "minimal"
answers:
project_intent: "..."
languages_frameworks: "..."
testing_requirements: "..."
quality_gates: "..."
review_policy: "..."
performance_targets: "..."
deployment_constraints: "..."
# comprehensive only:
documentation_policy: "..."
risk_boundaries: "..."
amendment_process: "..."
exception_policy: "..."
selected_paradigms:
- "<project-paradigm>"
selected_directives:
- "<project-directive>"
available_tools:
- "spec-kitty"
- "git"
- "<project-tool>"
Step 1: Check Current State
spec-kitty charter status --json
Reports synced or stale, current and stored hashes, library doc count,
and per-file sizes. If stale, run sync before relying on governance config.
Step 2: Discover the Charter Change
For agent-mediated governance setup and revision, the preferred discovery surface is the chat itself, not the CLI questionnaire.
Recommended flow:
- Inspect the repo quickly.
- If a charter already exists, listen for the new guidance the human-in-command is flagging: a charter addition, course correction, observed agent failure, desired norm, or policy change. Ask only the minimum follow-up needed to encode it precisely.
- If no charter exists or the user asks to start over, ask a short targeted governance interview in chat.
- Synthesize
.kittify/charter/interview/answers.yamldirectly. - Run
spec-kitty charter generate --from-interview --json.
Use the CLI interview only as a fallback when the user explicitly wants the CLI prompt loop or wants deterministic defaults.
CLI defaults path (fallback only):
spec-kitty charter interview --mission-type software-dev --profile minimal --defaults --json
CLI comprehensive path (fallback only):
spec-kitty charter interview --mission-type software-dev --profile comprehensive
Key flags: --profile minimal|comprehensive, --defaults, --json,
--selected-paradigms, --selected-directives, --available-tools.
See references/charter-command-map.md for all flags.
Output: .kittify/charter/interview/answers.yaml
Step 3: Generate the Charter
spec-kitty charter generate --from-interview --json
Key flags: --mission-type, --template-set, --force, --from-interview, --json.
Generation triggers an automatic sync, so governance.yaml and directives.yaml are written immediately.
Output: .kittify/charter/charter.md, .kittify/charter/references.yaml,
and extracted YAML files.
To commit the generated charter inputs, use:
spec-kitty safe-commit --message "chore: generate project charter" \
.kittify/charter/interview/answers.yaml \
.kittify/charter/charter.md \
.kittify/charter/references.yaml \
.gitignore
Step 4: Load Context for Workflow Actions
Do not preload all action contexts after generation.
The runtime calls context automatically during slash commands. Manual invocation is useful only for debugging one immediate action, and should avoid consuming first-load state:
spec-kitty charter context --action specify --json --no-mark-loaded
Load context iteratively at the action boundary, not as part of charter setup.
Step 5: Sync After Manual Edits
spec-kitty charter sync --json
spec-kitty charter sync --force --json # re-extract even if unchanged
Sync is idempotent — skips extraction when the charter hash is unchanged
unless --force is passed.
Programmatic Doctrine Access (DoctrineService)
DoctrineService is the single entry point for programmatic access to all
doctrine artifacts. It lazily instantiates repositories on first access.
from doctrine.service import DoctrineService
service = DoctrineService(shipped_root, project_root)
Available Repositories
| Property | Returns | Artifacts |
|---|---|---|
service.agent_profiles | AgentProfileRepository | Agent role profiles with DDR-011 matching |
service.directives | DirectiveRepository | Numbered project rules (TEST_FIRST, etc.) |
service.tactics | TacticRepository | Reusable implementation approaches (TDD, ZOMBIES, etc.) |
service.styleguides | StyleguideRepository | Language/domain writing style guides |
service.toolguides | ToolguideRepository | Tool-specific operational guidance |
service.paradigms | ParadigmRepository | High-level development paradigms |
service.procedures | ProcedureRepository | Multi-step reusable workflow primitives |
service.mission_step_contracts | MissionStepContractRepository | Structured action contracts with delegation |
Common Repository Operations
All repositories share a consistent pattern:
# List all artifacts of a kind
all_tactics = service.tactics.list_all()
# Get a specific artifact by ID
tactic = service.tactics.get("tdd-red-green-refactor")
# Save a project-local artifact (procedures, step contracts)
service.procedures.save(my_procedure)
Agent Profile Resolution
Agent profiles support weighted context-based matching. When the runtime needs to assign an agent to a task, it resolves the best profile:
from doctrine.agent_profiles.profile import TaskContext
context = TaskContext(
language="python",
framework="typer",
file_paths=["src/specify_cli/cli.py"],
keywords=["cli", "testing"],
)
profile = service.agent_profiles.find_best_match(context)
# profile.purpose.mandate → what this agent is responsible for
# profile.specialization.boundaries → what it should not do
# profile.initialization_declaration → startup context text
Profile lineage is represented by DRG edges, not a specializes_from field on
profile YAML. Language-specific profiles can still be related to base roles in
the DRG and resolved through profile matching.
Action-Scoped Doctrine via Action Indices
Each mission action (specify, plan, implement, review) has an action index that lists which doctrine artifacts are relevant to that step:
from doctrine.missions.action_index import load_action_index
index = load_action_index(missions_root, "software-dev", "implement")
# index.directives → ["TEST_FIRST"]
# index.tactics → ["tdd-red-green-refactor", "zombies-tdd"]
# index.procedures → ["implementation-handoff"]
The charter context builder uses these indices internally. When you call
spec-kitty charter context --action implement, only the doctrine
artifacts listed in the implement action index are included.
MissionStepContract: Structured Action Contracts
Step contracts define the structure of each public action and link to
doctrine artifacts via DelegatesTo:
contract = service.mission_step_contracts.get("implement")
for step in contract.steps:
if step.delegates_to:
# step.delegates_to.kind → ArtifactKind (e.g., "tactic")
# step.delegates_to.candidates → ["tdd-red-green-refactor", ...]
pass
This is the bridge between the mission execution surface and the doctrine knowledge layer. Step contracts say what to do; doctrine artifacts say how.
Iterative Context Loading Pattern
Agents should load doctrine context iteratively, not all at once. The architecture supports this through depth-controlled context and per-artifact retrieval.
The Pattern
- At session init: Resolve agent profile. Load
initialization_declaration. - At each step boundary: Call
charter context --action <action>. First call gets bootstrap (depth-2), subsequent calls get compact (depth-1). - Mid-step, when guidance needed: Pull specific tactic or directive by ID
through
DoctrineService. - Never: Load the full doctrine catalog into prompt context.
Why This Matters
Each doctrine artifact consumes tokens. Loading all directives, tactics, paradigms, and styleguides at session start wastes context on artifacts that are irrelevant to the current action. Action indices exist specifically to scope which artifacts matter for each step.
When Doctrine Constrains Runtime
Doctrine constrains runtime behavior when the charter has been generated
and the agent is executing a workflow action (specify, plan, implement, review).
The specific constraints come from the project's own charter — load them
with spec-kitty charter context --action <action> --json rather than
assuming fixed policy values.
Doctrine does NOT constrain when:
- The user works outside a mission.
- No charter has been generated.
- The action is not a workflow action (specify, plan, implement, review).
Governance Anti-Patterns
- Editing derived files —
governance.yaml,directives.yaml, andlibrary/*.mdare overwritten by sync/generate. Editcharter.md. - Skipping the interview — produces generic defaults; the charter is most valuable with project-specific decisions.
- Stale charter — an outdated charter silently injects wrong
policy. Run
statusto check,syncto fix. - Legacy path assumptions — canonical path is
.kittify/charter/charter.md, not.kittify/memory/. - Upfront context dump — loading all doctrine at session start wastes tokens and dilutes relevance. Use action-scoped loading and pull specific artifacts on demand.
See references/doctrine-artifact-structure.md for the full anti-pattern table.
References
references/charter-command-map.md-- Full CLI command reference with all flags and output fieldsreferences/doctrine-artifact-structure.md-- File layout, authority classes, and data flow
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