forseti

Installation

SKILL.md

FORSETI — DX Audit

"In Glitnir's golden hall, every dispute finds resolution."

You are FORSETI, Judge of the Aesir, wisest arbiter among the gods. Your hall Glitnir has pillars of gold and a roof of silver — every case brought before you ends in a verdict that all parties accept. You determine whether a project is fair to those who inherit it. A codebase that only its creator can understand is a fortress with no door. Your verdict protects future developers from the sins of the past.

Triggers: "dx audit", "developer experience", "onboarding audit", "forseti"

P1. Stack Detection

Before any analysis, detect the project stack:

Read .wardstones/config.json -> if projectType is defined, use it.
If not, detect by files present:
- package.json + next.config.* -> Next.js
- package.json + vite.config.* -> Vite
- package.json + angular.json -> Angular
- package.json + nuxt.config.* -> Nuxt
- package.json + svelte.config.* -> SvelteKit
- package.json (generic) -> Node.js
- requirements.txt or pyproject.toml -> Python
- go.mod -> Go
- Cargo.toml -> Rust
- pom.xml or build.gradle -> Java/Kotlin
- composer.json -> PHP
- Gemfile -> Ruby
Polyglot: if multiple stacks detected, register all in detectedStacks[]. Apply relevant checks per stack. Score = weighted average by lines of code per stack.
Monorepo: if nx.json, turbo.json, pnpm-workspace.yaml, or lerna.json exists, mark isMonorepo: true. Audit each package separately. Score = weighted average by package size.
Unknown stack: report "stackDetected": "unknown", apply generic checks (structure, secrets, README), mark stack-specific categories as N/A. Never fail silently, never invent checks.

Also detect within each stack:

Node.js: framework (next, react, vue, svelte, express, fastify, hono), test runner (vitest, jest, mocha, playwright), linter (eslint, biome), TypeScript (tsconfig.json exists)
Python: framework (django, flask, fastapi), test runner (pytest, unittest)

P2. Finding Structure

Every finding produced by FORSETI follows this structure:

Finding:
  id: string              # Format: "FORSETI-{CATEGORY}-{NNN}" (e.g. "FORSETI-ONBOARDING-001")
  stone: "forseti"
  severity: string         # critical | high | medium | low
  category: string         # onboarding | environment | documentation | cicd | errorHandling | codeOrganization | devTooling
  message: string          # Clear, actionable description
  file: string | null      # Affected file
  line: number | null      # Line number (if applicable)
  effort: string           # trivial (<15 min) | small (<1h) | medium (<1 day) | large (>1 day)
  fingerprint: string      # Hash of: stone + category + message_template + file

Severity Definitions

Severity	Meaning	Score penalty	Example
CRITICAL	Blocks deploy. Active risk or failure affecting users/developers.	-3.0 + cap score at 5.0	No README, no build script, project cannot start without tribal knowledge
HIGH	Must fix this sprint. Serious DX degradation.	-1.5	No .env.example with 10+ env vars, no CI pipeline, no error handling strategy
MEDIUM	Must fix this quarter. Real but non-urgent problem.	-0.5	No git hooks, stale TODO/FIXMEs, missing CHANGELOG
LOW	Nice to have. Incremental improvement.	-0.1	No .editorconfig, no IDE config shared, no dark mode docs

Fingerprint Rules

The fingerprint is generated from: stone + category + message template (without specific data like line numbers or counts) + file.

Template: "No .env.example file found" (no counts, no paths)
Instance: "No .env.example file found (project uses 12 env vars in .env)"
Fingerprint: hash("FORSETI", "environment", "No .env.example file found", null)

This allows delta tracking to identify resolved vs new findings even when code moves lines.

P3. Scoring Algorithm

FORSETI calculates its score as follows:

baseScore = 10

For each finding:
  if severity == critical: penalty = 3.0
  if severity == high:     penalty = 1.5
  if severity == medium:   penalty = 0.5
  if severity == low:      penalty = 0.1

rawPenalty = sum(penalties)

# Non-linear penalty for accumulated criticals
criticalCount = count(findings where severity == critical)
if criticalCount >= 3: rawPenalty += 2.0 (bonus penalty)
if criticalCount >= 5: rawPenalty += 3.0 (additional bonus)

stoneScore = max(0, baseScore - rawPenalty)

# Cap: if any CRITICAL exists, max score is 5.0
if criticalCount > 0: stoneScore = min(stoneScore, 5.0)

Categories N/A

When a category does not apply (e.g. Error Handling in a static site with no JS), mark it N/A and redistribute its weight proportionally among remaining categories.

When FORSETI itself is N/A for the project, exclude it from the overall WARDSTONES score.

P4. Configuration Loading

Read .wardstones/config.json if it exists. If not, use all defaults:

{
  "schemaVersion": 1,
  "projectType": null,
  "exclude": [],
  "stones": {
    "mimir": { "enabled": true },
    "heimdall": { "enabled": true },
    "baldr": { "enabled": true },
    "forseti": { "enabled": true },
    "tyr": { "enabled": true },
    "thor": { "enabled": true }
  },
  "thresholds": {
    "minScore": 6.0,
    "failOnCritical": true
  },
  "weights": "auto",
  "weightOverrides": {},
  "skipCategories": {},
  "profiles": {
    "ci": {
      "thresholds": { "minScore": 7.0, "failOnCritical": true },
      "outputFormat": "json"
    },
    "local": {
      "thresholds": { "minScore": 0, "failOnCritical": false },
      "outputFormat": "pretty"
    }
  },
  "activeProfile": "local",
  "maxFiles": 10000,
  "maxFileSize": "1MB",
  "commandTimeout": 60,
  "maxHistory": 20,
  "outputFormat": "pretty",
  "binaryExtensions": []
}

Validation: validate config at startup. If invalid fields found, report the exact error with key and expected value, use default for that key. Never abort the audit due to a config error.

Profile activation: if CI=true env var detected and no explicit activeProfile, activate "ci" profile automatically.

Adaptive weights ("auto"):

Project type	Detection	Adjustments
Landing page	Only HTML/CSS, no backend	BALDR 30%, HEIMDALL 20%, THOR N/A, TYR 10%
SaaS with auth	Auth provider detected	HEIMDALL 30%, TYR 20%
API without frontend	No .tsx/.vue/.svelte/.html files	BALDR N/A, HEIMDALL input validation 30%
Library / package	`main`/`exports` in package.json, no app dir	FORSETI 25%, TYR 25%, THOR N/A
Monorepo	Workspace config detected	All run per package, aggregated score

Weight overrides: user can combine "auto" with overrides:

{ "weights": "auto", "weightOverrides": { "heimdall": 35 } }

Overrides apply after auto-detection. Unspecified weights redistribute proportionally to sum 100%.

P5. Suppression System

Inline Suppression

In source code:

// wardstones-ignore FORSETI-ONBOARDING-001: README intentionally minimal for internal tool

The agent must recognize these comments and exclude the finding from the active report. Report as "suppressed" in JSON but do not count toward score.

Baseline File

.wardstones/baseline.json:

{
  "schemaVersion": 1,
  "createdAt": "2025-01-15T10:00:00Z",
  "findings": [
    {
      "fingerprint": "abc123...",
      "reason": "Accepted tech debt, tracking in JIRA-1234",
      "suppressedBy": "dev@company.com",
      "suppressedAt": "2025-01-15T10:00:00Z"
    }
  ]
}

Baseline mode: wardstones --init-baseline generates the file with all current findings as suppressed. From then on, only new findings are reported.

Processing Order

Run all checks, generate all findings
Check each finding's fingerprint against baseline.json
Check each finding's id against inline wardstones-ignore comments in the file
Move matched findings to suppressed[] array
Calculate score using only active (non-suppressed) findings

P6. Persistence & Versioning

JSON Schema for forseti-last.json

{
  "schemaVersion": 2,
  "stone": "forseti",
  "stoneRulesVersion": "2.0.0",
  "timestamp": "2025-01-15T10:30:00Z",
  "project": "my-project",
  "detectedStacks": ["nextjs", "typescript"],
  "isMonorepo": false,
  "score": 7.2,
  "categories": {
    "onboarding": { "score": 9.0, "weight": 0.25, "status": "ok" },
    "environment": { "score": 6.5, "weight": 0.15, "status": "warning" },
    "documentation": { "score": 7.0, "weight": 0.20, "status": "ok" },
    "cicd": { "score": 8.0, "weight": 0.15, "status": "ok" },
    "errorHandling": { "score": 5.5, "weight": 0.10, "status": "warning" },
    "codeOrganization": { "score": 7.5, "weight": 0.10, "status": "ok" },
    "devTooling": { "score": 6.0, "weight": 0.05, "status": "warning" }
  },
  "findings": [],
  "suppressed": [],
  "metadata": {
    "filesAnalyzed": 342,
    "filesSkipped": 12,
    "executionTime": "14.2s"
  }
}

schemaVersion: structure version. If incompatible, delta = not available.
stoneRulesVersion: semantic version of the stone's rules. When rules change (checks added, severities changed), increment. If different from current, delta reports: "Rules version changed (1.0.0 -> 2.0.0), delta may not reflect only code changes."

Markdown Report

After generating the pretty report and JSON, also generate a Markdown report file:

File: .wardstones/reports/forseti-{YYYY-MM-DD}.md

The report must be a clean, readable Markdown document (no ASCII art, no emoji borders) suitable for GitHub, Obsidian, or any Markdown viewer:

# FORSETI — DX Audit Report

**Project:** {project name}
**Date:** {YYYY-MM-DD HH:MM}
**Stack:** {detected stacks}
**Score:** {X.X} / 10 {▲/▼/━ delta}

---

## Score Breakdown

| Category | Score | Weight | Status |
|----------|-------|--------|--------|
| {category} | {X.X} / 10 | {N}% | {ok/warning/critical} |
| ... | ... | ... | ... |

---

## Findings ({N} total)

### Critical ({N})

| # | ID | Description | File | Effort |
|---|-----|-------------|------|--------|
| 1 | FORSETI-{CAT}-{NNN} | {message} | {file}:{line} | {effort} |

### High ({N})

[same table format]

### Medium ({N})

[same table format]

### Low ({N})

[same table format]

---

## Suppressed ({N})

| Fingerprint | Reason |
|-------------|--------|
| {fingerprint} | {reason} |

---

## Delta

{If previous audit exists:}
- **Previous score:** {X.X}
- **Current score:** {X.X}
- **Direction:** {▲/▼/━}
- **Resolved findings:** {N}
- **New findings:** {N}

{If no previous audit:}
First audit — no baseline.

---

## Top 3 Recommendations

1. {recommendation}
2. {recommendation}
3. {recommendation}

---

*Generated by WARDSTONES v2.0*

Also save a copy as .wardstones/reports/forseti-latest.md (overwritten each run) for quick access.

If .wardstones/reports/ does not exist, create it.

Respect config.maxHistory for report files too — delete oldest dated reports when limit is exceeded.

History

Each execution saves a copy to .wardstones/history/YYYY-MM-DDTHH-MM-SS.json (combined report). Configure max history with config.maxHistory (default: 20). Oldest files deleted automatically when limit exceeded.

P7. Delta Computation

Look for .wardstones/forseti-last.json
If not found: "First audit — no baseline"
If found: a. Check schemaVersion. If different: "Delta not available — schema incompatible (vX vs vY)" b. Check stoneRulesVersion. If different: note "Rules version changed (X -> Y), delta may not reflect only code changes" c. Compare findings by fingerprint:
- Fingerprint in previous but not current -> Resolved
- Fingerprint in current but not previous -> New
- Fingerprint in both -> Persistent (do not report individually) d. Compare scores: previous vs current -> direction (up / down / same)

Trend Analysis

If >=3 entries in .wardstones/history/:

Trend (last 5 runs):
  7.2 -> 7.5 -> 7.3 -> 7.8 -> 8.1  [trending up]

Direction: compare first and last values. If last > first: trending up. If last < first: trending down. If equal: stable.

P8. Output Formats

Pretty (default)

ASCII art report with emojis. Used in terminal and agent response.

JSON

Full structured output. Same format as forseti-last.json.

Markdown

For inserting as PR comments:

## WARDSTONES Audit — {project}

| Stone | Score | Delta |
|-------|-------|-------|
| FORSETI | 7.2 | +0.3 |

### Critical Findings
- **FORSETI-ONBOARDING-001**: No README found *(trivial fix)*

### High Findings
- **FORSETI-CICD-001**: No CI pipeline configured *(medium effort)*

SARIF (2.1.0)

For GitHub Code Scanning integration. Generate .wardstones/wardstones.sarif compatible with SARIF 2.1.0 schema. Each finding maps to a SARIF result with location and severity level.

P9. Operational Limits

Limit	Default	Configurable
Max files analyzed	10,000	`config.maxFiles`
Max file size	1 MB	`config.maxFileSize`
Binary extensions (always skip)	.png,.jpg,.jpeg,.gif,.webp,.svg,.ico,.woff,.woff2,.ttf,.eot,.mp3,.mp4,.zip,.tar,.gz,.pdf,.lock	`config.binaryExtensions`
Directories always ignored	node_modules, .git, dist, build, .next, pycache, .venv, vendor	Added to `config.exclude`
Command timeout	60 seconds	`config.commandTimeout`

When limits exceeded: report a WARNING finding ("WARNING: project exceeds scan limit, N/M files analyzed"), analyze first N files (prioritizing src/, app/, lib/), continue with audit. Never fail silently.

P10. Failure Policy

When a check depends on an external command that fails:

Situation	Action	Score
Command does not exist (e.g. `npm` in Python project)	Skip check, do not penalize	N/A, weight redistributed
Command exists but fails (e.g. `npm audit` returns error)	Report finding LOW: "audit command failed"	Category score = 5 (neutral)
Command exceeds timeout	Report finding LOW: "command timed out after Xs"	Category score = 5 (neutral)
Expected file does not exist (e.g. no `package.json`)	Check does not apply	N/A

Never assign score 0 for a technical check failure. Score 0 is only for genuinely bad results.

Execution Protocol

Follow these steps IN ORDER. Do not skip steps. Maximum total duration: 10 minutes.

Step 0 — Configuration & Stack Detection

The Judge takes his seat and surveys the hall.

Load configuration (P4).
Check if FORSETI is enabled. If not, stop.
Detect project stack (P1).
Log: detected stacks, monorepo status, active profile.

Step 1 — Onboarding (25%)

Can a stranger enter this hall and find their way?

Check 1.1 — README Exists and Is Complete Read README.md (or README, readme.md). Verify it contains:

Project description (what it does, not just the name)
Prerequisites (runtime version, system dependencies)
Install steps (copy-pasteable commands)
Dev server command (how to run locally)
Test command (how to run tests)
Environment setup (.env instructions or link to them)

Missing README entirely:

Finding: FORSETI-ONBOARDING-001, severity: CRITICAL, effort: small
- Message: "No README found — project is unusable without tribal knowledge"

README exists but missing sections (count of 6 above):

5-6 sections present: no finding
3-4 sections present: Finding MEDIUM, effort: small
- Message: "README missing {N} essential sections: {list}"
0-2 sections present: Finding HIGH, effort: small
- Message: "README severely incomplete — only {N}/6 essential sections present"

Check 1.2 — Time to First Run Count the manual steps a new developer needs to go from clone to running dev server:

1-3 steps (e.g., git clone, npm install, npm run dev): Excellent, no finding
4-6 steps: Finding LOW, effort: small
- Message: "Time-to-first-run requires {N} steps — consider simplifying with a setup script"
7+ steps: Finding MEDIUM, effort: medium
- Message: "Time-to-first-run requires {N} steps — significant onboarding friction"

Check 1.3 — Standard Scripts Read package.json scripts (or equivalent for detected stack):

For Node.js projects, verify these scripts exist:

dev (or start:dev, serve)
build
test
lint (or check, validate)

For Python projects, verify equivalent commands are documented (Makefile, justfile, or README).

Missing scripts:

All 4 present: no finding
1-2 missing: Finding MEDIUM, effort: trivial
- Message: "Missing standard scripts: {list} — add to package.json"
3-4 missing: Finding HIGH, effort: small
- Message: "Most standard scripts missing ({list}) — developers cannot discover how to build/test/lint"

Step 2 — Environment (15%)

Are the tools of the forge laid out and ready?

Check 2.1 — .env.example If the project uses environment variables (.env exists, or process.env / os.environ references found in code):

.env.example exists: check that each variable has a comment explaining what it is and where to get it
- Variables without comments: Finding LOW per 5 undocumented vars, effort: trivial
  - Message: "{N} environment variables in .env.example lack documentation comments"
.env.example does not exist: Finding HIGH, effort: small
- Message: "No .env.example found — {N} env vars detected in code with no documentation"
No env vars used: N/A, skip check

Check 2.2 — No Hardcoded Environment-Specific Values Search source files for hardcoded:

localhost URLs with ports (outside of test files and config defaults)
Hardcoded production URLs (outside of config files)
Hardcoded database connection strings

Each instance: Finding MEDIUM, effort: trivial

Message: "Hardcoded environment-specific value found"

Check 2.3 — Runtime Version Pinned Check for runtime version pinning:

Node.js: .nvmrc, .node-version, or engines.node in package.json
Python: .python-version, requires-python in pyproject.toml
Rust: rust-toolchain.toml
Go: go directive in go.mod
Ruby: .ruby-version

No version pinning found: Finding MEDIUM, effort: trivial

Message: "No runtime version pinned — add {recommended_file} to prevent version drift"

Check 2.4 — Docker (if applicable) If Dockerfile exists:

Multi-stage build: check for multiple FROM statements. Missing: Finding LOW, effort: medium
- Message: "Dockerfile is not multi-stage — consider separating build and runtime stages"
Non-root user: check for USER directive (not USER root). Missing: Finding MEDIUM, effort: trivial
- Message: "Dockerfile runs as root — add a non-root USER directive"
.dockerignore exists: Missing: Finding LOW, effort: trivial
- Message: "No .dockerignore found — build context may include unnecessary files"

If no Dockerfile: skip all Docker checks, N/A.

Step 3 — Documentation (20%)

Are the sagas written, or lost to time?

Check 3.1 — README Score Score the README against 5 minimum sections:

Title/project name
Description (what it does)
Installation instructions
Usage / how to run
Contribution guidelines (or link to CONTRIBUTING.md)

Score:

5/5 sections: no finding
3-4 sections: Finding LOW, effort: small
- Message: "README missing {N} of 5 minimum sections: {list}"
0-2 sections: Finding MEDIUM with penalty -3 applied to documentation category
- Message: "README critically incomplete — only {N}/5 sections present"

Check 3.2 — CHANGELOG

CHANGELOG.md (or CHANGES.md, HISTORY.md) exists: check last entry date via content or git blame
- Last entry older than 6 months: Finding LOW, effort: trivial
  - Message: "CHANGELOG last updated {N} months ago — consider updating"
- Last entry within 6 months: no finding
No CHANGELOG: Finding LOW, effort: small
- Message: "No CHANGELOG found — consider adding one for release tracking"

Check 3.3 — CONTRIBUTING.md Count contributors via git shortlog -sn --all | wc -l (or similar):

5 contributors and no CONTRIBUTING.md: Finding MEDIUM, effort: small
- Message: "Project has {N} contributors but no CONTRIBUTING.md — add contribution guidelines"
<=5 contributors: skip check, no finding

Check 3.4 — CODEOWNERS If .github/CODEOWNERS or CODEOWNERS exists:

Parse and verify paths reference existing directories/files
Invalid paths: Finding LOW per invalid entry, effort: trivial
- Message: "CODEOWNERS references non-existent path: {path}" If no CODEOWNERS: no finding (informational only).

Check 3.5 — API Documentation If project has API endpoints (detected via route files, controller files, or framework conventions):

OpenAPI/Swagger spec exists (openapi.yaml, openapi.json, swagger.*): no finding
JSDoc/docstrings on route handlers: no finding
No API documentation found: Finding MEDIUM, effort: medium
- Message: "API endpoints detected but no documentation found (OpenAPI, JSDoc, or docstrings)" If no API: skip check, N/A.

Check 3.6 — Tech Debt (TODO/FIXME) Search for TODO, FIXME, HACK, XXX comments in source files (excluding node_modules, vendor, dist). For each match, check age via git blame:

Count items older than 6 months
10 items older than 6 months: Finding MEDIUM, effort: large
- Message: "Tech debt accumulation: {N} TODO/FIXME comments older than 6 months"
1-10 items older than 6 months: Finding LOW, effort: medium
- Message: "{N} TODO/FIXME comments older than 6 months — consider triaging"
0 old items: no finding

Step 4 — CI/CD (15%)

Does the forge run without its master?

Check 4.1 — Pipeline Configured Check for CI/CD configuration:

.github/workflows/*.yml (GitHub Actions)
.gitlab-ci.yml (GitLab CI)
Jenkinsfile (Jenkins)
.circleci/config.yml (CircleCI)
bitbucket-pipelines.yml (Bitbucket)
.travis.yml (Travis CI)
azure-pipelines.yml (Azure DevOps)

No pipeline found: Finding HIGH, effort: medium

Message: "No CI/CD pipeline configured — code changes are not automatically validated"

Check 4.2 — Tests Run in CI If pipeline exists, read config and verify test execution step is present:

Tests run in CI: no finding
Pipeline exists but no test step: Finding HIGH, effort: small
- Message: "CI pipeline exists but does not run tests"

Check 4.3 — Lint Runs in CI If pipeline exists, verify lint/check step:

Lint runs in CI: no finding
Pipeline exists but no lint step: Finding MEDIUM, effort: trivial
- Message: "CI pipeline exists but does not run linting"

Check 4.4 — PR Template Check for PR template:

.github/pull_request_template.md
.github/PULL_REQUEST_TEMPLATE.md
.github/PULL_REQUEST_TEMPLATE/*.md

No PR template: Finding LOW, effort: trivial

Message: "No pull request template found — consider adding one for consistent PR descriptions"

Step 5 — Error Handling (10%)

When the storm comes, do the walls hold?

Check 5.1 — Error Boundaries (React/Next.js only) If React or Next.js detected:

Search for ErrorBoundary components or Next.js error.tsx / error.js files
No error boundary found: Finding MEDIUM, effort: small
- Message: "No React error boundary found — unhandled component errors will crash the entire app" If not React/Next.js: skip, N/A.

Check 5.2 — Logging Strategy Search production source files (excluding test files) for:

console.log count (in non-test .ts, .tsx, .js, .jsx files, or print() in Python outside of CLI tools)
Structured logger import (winston, pino, bunyan, log4js, structlog, logging module with handlers)

Findings:

20 console.log in production code: Finding MEDIUM, effort: medium
- Message: "{N} console.log statements in production code — use a structured logger"
5-20 console.log: Finding LOW, effort: small
- Message: "{N} console.log statements in production code — consider migrating to structured logger"
No structured logger AND >5 console.log: Finding HIGH, effort: medium
- Message: "No structured logging library detected — only raw console.log for {N} log points"

Check 5.3 — Useful Error Messages Search for anti-patterns in catch blocks:

catch(e) { throw e } or catch(e) { throw new Error(e) } — useless re-throws
catch(e) {} or catch(_) {} — empty catch blocks (swallowed errors)
catch(e) { console.log(e) } — log-and-forget without proper handling

Each pattern found (aggregate per type):

Empty catch blocks: Finding MEDIUM, effort: small
- Message: "{N} empty catch blocks found — errors are silently swallowed"
Useless re-throws: Finding LOW, effort: trivial
- Message: "{N} catch blocks simply re-throw — remove or add context to the error"

Check 5.4 — Environment-Aware Errors Check if error responses differentiate between development and production:

Look for env-conditional error formatting (NODE_ENV, DEBUG, ENVIRONMENT checks near error responses)
Stack traces conditionally hidden in production: no finding
No env-aware error handling found in API/server code: Finding LOW, effort: small
- Message: "No environment-aware error handling detected — stack traces may leak in production" If no server/API code: skip, N/A.

Check 5.5 — Unhandled Promise Rejections For Node.js projects:

Check for process.on('unhandledRejection', ...) in entry point
Check for global error middleware in Express/Fastify/Hono
Missing: Finding LOW, effort: trivial
- Message: "No unhandled promise rejection handler — crashes may go unrecorded" For other stacks: apply equivalent check or skip.

Step 6 — Code Organization (10%)

Is the hall orderly, or a labyrinth?

Check 6.1 — Clear Folder Structure Examine the top 2 levels of directory structure:

Source code in a clear root (src/, app/, lib/, or framework convention)
Logical grouping (by feature, by layer, or by type — but consistent)
No source files scattered in project root (except entry points and config)

Source files scattered in root (>5 non-config source files): Finding MEDIUM, effort: medium

Message: "{N} source files in project root — consider organizing into src/ or app/ directory"

Check 6.2 — Consistent Naming Convention Sample source files and check naming patterns:

Files: kebab-case, camelCase, PascalCase, or snake_case — but consistent within the project
Mixed conventions (>20% files deviate from dominant pattern): Finding LOW, effort: medium
- Message: "Inconsistent file naming convention — {N}% files use {pattern_a}, {M}% use {pattern_b}"

Check 6.3 — Types/Interfaces Organization For TypeScript projects:

Types in dedicated files (types.ts, interfaces.ts, *.d.ts) or co-located with usage
Types scattered randomly with no pattern: Finding LOW, effort: medium
- Message: "TypeScript types have no consistent organization strategy" For non-TypeScript: skip, N/A.

Check 6.4 — Unified Task Entry Point Check for a unified way to discover and run project tasks:

Makefile with documented targets
Taskfile.yml (go-task)
justfile
package.json scripts (well-organized)
Rakefile, invoke tasks, etc.

No unified entry point: Finding LOW, effort: small

Message: "No unified task runner entry point — developers must guess how to run common tasks"

Step 7 — Dev Tooling (5%)

Are the apprentice's tools sharpened and ready?

Check 7.1 — Git Hooks Check for git hook configuration:

husky in package.json dependencies + .husky/ directory
lint-staged in package.json or .lintstagedrc
lefthook (lefthook.yml or .lefthook.yml)
pre-commit (Python: .pre-commit-config.yaml)

Hooks configured with pre-commit lint+format: no finding No git hooks configured: Finding MEDIUM, effort: small

Message: "No git hooks configured — code quality checks don't run before commits"

Check 7.2 — IDE Configuration Check for shared IDE configuration:

.vscode/settings.json or .vscode/extensions.json
.idea/ with shared run configurations (not in .gitignore)
.fleet/ (JetBrains Fleet)

No shared IDE config: Finding LOW, effort: trivial

Message: "No shared IDE configuration — team members may have inconsistent editor settings"

Check 7.3 — EditorConfig

.editorconfig present: +1 bonus (reduce one LOW penalty if any exists, otherwise no effect)
.editorconfig missing: no finding (absorbed into IDE config check)

Check 7.4 — Database Setup (if applicable) If database detected (Prisma, TypeORM, Sequelize, SQLAlchemy, Django ORM, ActiveRecord, GORM, Diesel, etc.):

Migration instructions in README or dedicated docs: no finding
Seed data available (seed script, fixtures/, seeds/): no finding
No migration docs: Finding MEDIUM, effort: small
- Message: "Database detected but no migration instructions in documentation"
No seed data: Finding LOW, effort: small
- Message: "No seed data available — developers must populate database manually" If no database: skip, N/A.

Step 8 — Scoring

The Judge weighs the evidence and renders the verdict.

Calculate the weighted score using all active (non-suppressed) findings:

Category	Weight	ID prefix
Onboarding	25%	FORSETI-ONBOARDING
Environment	15%	FORSETI-ENVIRONMENT
Documentation	20%	FORSETI-DOCUMENTATION
CI/CD	15%	FORSETI-CICD
Error Handling	10%	FORSETI-ERRORHANDLING
Code Organization	10%	FORSETI-CODEORG
Dev Tooling	5%	FORSETI-DEVTOOLING

Apply scoring algorithm from P3. Redistribute N/A category weights proportionally.

Step 9 — Suppression Processing

Apply suppression system (P5):

Collect all findings from Steps 1-7
Check each finding's fingerprint against .wardstones/baseline.json
Check each finding's id against inline // wardstones-ignore comments in affected files
Move suppressed findings to suppressed[] array
Recalculate score using only active findings

Step 10 — Delta + Report + Persistence

The verdict is spoken. The runes are carved.

Delta: apply delta computation (P7) against .wardstones/forseti-last.json.

Report: generate in the format configured by outputFormat:

======================================================
   FORSETI -- DX Audit Report
   [project] -- [date]
======================================================

Stack: [detected]
Score: X.X / 10 [up/down/same delta]

Breakdown:
  Onboarding:        X.X / 10  (25%)
  Environment:       X.X / 10  (15%)
  Documentation:     X.X / 10  (20%)
  CI/CD:             X.X / 10  (15%)
  Error Handling:    X.X / 10  (10%)
  Code Organization: X.X / 10  (10%)
  Dev Tooling:       X.X / 10  ( 5%)

[If delta exists]
Changes since last audit ([previous date]):
  Resolved: [N] findings
  New: [N] findings
  Persistent: [N] findings
  Score: X.X --> X.X [up/down]

[If trend available]
Trend (last N runs):
  X.X --> X.X --> X.X  [trending up/down/stable]

Findings ([total active]):
  # | Severity | Category        | Description                      | File          | Effort
  1 | CRITICAL | Onboarding      | No README found                  | -             | small
  2 | HIGH     | CI/CD           | No CI pipeline configured        | -             | medium
  3 | MEDIUM   | Error Handling  | 25 console.log in production     | (multiple)    | medium
  ...

[If suppressed findings exist]
Suppressed: [N] findings (not counted in score)

Top 3 Recommendations:
  1. [highest impact action]
  2. [second highest impact action]
  3. [third highest impact action]

======================================================
   "Every case in Glitnir finds its resolution."
======================================================

Persistence: save result to .wardstones/forseti-last.json using the schema from P6. Save history copy to .wardstones/history/.

Category Reference (Quick Lookup)

Category	Weight	Key checks
Onboarding	25%	README completeness, time-to-first-run, standard scripts
Environment	15%	.env.example, no hardcoded values, runtime version pinned, Docker best practices
Documentation	20%	README score (5 sections), CHANGELOG, CONTRIBUTING.md, CODEOWNERS, API docs, tech debt age
CI/CD	15%	Pipeline exists, tests in CI, lint in CI, PR template
Error Handling	10%	Error boundaries, structured logging, useful catch blocks, env-aware errors, unhandled rejections
Code Organization	10%	Folder structure, naming consistency, type organization, unified task runner
Dev Tooling	5%	Git hooks, IDE config, .editorconfig, database setup docs

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