Static cross-harness rule coherence auditor for AI coding agents (Claude Code, Codex, ...)
Project description
ssoty
English | 한국어
Static cross-harness rule DIVERGENCE auditor for AI coding agents. Two models, one "shared" rule set — but do they actually operate under the same rules? Usually not.
ssoty reads the effective rule surfaces of multiple agent harnesses (Claude Code,
Codex, Cursor, Copilot, Gemini, Cline) and shows — deterministically, with no LLM
and no network — where two models diverge: which rules one model applies that the
other never sees, which shared rules load under a different guarantee (always-on vs
skill-gated), and which cross-references break across the boundary. It also quantifies
the per-turn token cost ("Context Tax") as a secondary metric.
The problem
You point Claude Code, Codex, and Cursor at one "shared" rule set and expect identical behavior. They don't behave identically — because each harness resolves a different effective rule set. The same canonical file can:
- load always-on in one harness (injected every turn) but skill-gated in another (loaded only when a skill triggers) — same file, unequal guarantee;
- reference a sibling rule that exists in one harness but was never distributed to the other — a pointer that resolves on one side but not the other;
- be duplicated across files, paying token rent every turn.
The result: the same prompt, the same repo, but different effective rules per model — so they behave inconsistently, and it's invisible until one model quietly ignores a rule you "share."
Rule divergence (the headline)
$ uvx ssoty diff examples/messy-setup --a claude-code --b codex
claude-code vs codex
only in claude-code (1): team-rules.md
same rule, different load (1):
shared-style.md claude-code=always-on | codex=skill-gated
broken cross-references across the boundary (1):
codex:shared-style.md -> 'team-rules.md' (loads only in claude-code, NOT in codex)
VERDICT: claude-code and codex do NOT operate under the same rules
(1 rule only in claude-code, 1 loads differently, 1 broken cross-ref)
ssoty diff answers the one question that matters: do these two models operate under
the same rules? Run it across every present pair (omit --a/--b), or compare two
named harnesses. --json and --redact supported; the command is strictly read-only.
Beyond load mechanics (present/absent, always-on vs skill-gated), ssoty also catches
content drift: a same rule, divergent content category fires when two harnesses
carry the same filename but different text in separate copies (distinct realpath) —
the classic copy-instead-of-symlink mistake where two models silently enforce different
versions of the "same" rule. A symlinked single source of truth shares one realpath and
is byte-identical by construction, so it never trips this; the warning fires precisely
when the SSOT collapse did not happen.
What ssoty does
$ uvx ssoty audit examples/messy-setup
ssoty audit — 1 Critical, 3 Warning, 5 FYI
[Critical] broken_symlink (claude-code)
.../.claude/rules/broken-link.md
symlink target does not resolve: ./nope.md
[Warning] dangling_cross_ref (codex)
.../.codex/skills/global-agent-rules/references/shared-style.md
references 'team-rules.md' — present in another harness but not loaded
here; verify the pointer is reachable in this harness's context
[Warning] load_asymmetry (claude-code+codex)
shared-style.md
same rule loads differently per harness (claude-code=always-on,
codex=skill-gated) — shared file, unequal guarantee
...
[FYI] dangling_cross_ref (codex)
references 'meta-layout.md' (absent here, intentional per .ssotyignore)
It tiers a genuine cross-harness divergence (Warning) above intentional
non-sharing you declared in .ssotyignore, a canonically-shared (symlinked) pointer,
or a per-harness entrypoint (all FYI) — precision over noise. The only structural
Critical is broken_symlink (a symlink whose target is gone), so --ci blocks on
a truly broken config, not on an intentional SSOT layout.
Also measures: Context Tax (token rent)
Secondary metric — the per-turn token cost of each surface and duplicate content paid every turn. Useful for before/after cleanup, but the pitch is divergence above, not token rent.
$ uvx ssoty metrics examples/messy-setup $ uvx ssoty metrics examples/clean-setup
claude-code: claude-code:
always-on : 206 tokens always-on : 149 tokens (-27.7%)
codex: codex:
skill-gated: 106 tokens skill-gated: 0 tokens
Numbers are reported per harness and never summed across harnesses: always-on
(actual, every turn) and skill-gated (potential, only when a skill fires) are
different load guarantees. Compare within one harness, before vs after a cleanup.
Token counts are a deterministic char/4 heuristic by default (portable — same
numbers on any machine); set SSOTY_EXACT_TOKENS=1 to opt into tiktoken.
Reproduce: uvx ssoty metrics examples/messy-setup (see benchmarks/REPORT.md).
Checks
| Check | Severity | What it catches |
|---|---|---|
broken_symlink |
Critical | symlinked rule whose target is gone (the only structural Critical) |
dangling_cross_ref |
Warning / FYI | a rule references a sibling absent in this harness (Warning = real cross-harness divergence; FYI if declared intentional, canonically-shared via symlink, a per-harness entrypoint, or not found anywhere) |
load_asymmetry |
Warning | same rule, different load basis per harness |
content_divergence |
Warning | same rule name in ≥2 harnesses whose content differs across separate copies (distinct realpath) — copy-instead-of-symlink drift; symlinked SSOT (shared realpath) and broken symlinks are excluded |
duplicate_content |
Warning / FYI | identical blocks duplicated within a harness (Warning = token rent); cross-harness expected SSOT sharing rolled up into one FYI |
non_shared_surface |
FYI | a non-entrypoint rule present in one harness only (per-harness entrypoints are skipped) |
skill_integrity |
Warning | skill dir without a SKILL.md |
weak_directive |
FYI | a weak modal (should, try to, …) hedges a hard-requirement signal (never, security, …) on the same line in an always-on rule |
Install
# zero-install run
uvx ssoty diff # cross-model rule divergence (the headline; all present pairs)
uvx ssoty audit # audits $HOME (~/.claude, ~/.codex)
# or install
pipx install ssoty
ssoty diff --a claude-code --b codex # compare two named harnesses (read-only)
ssoty audit --redact # mask home paths + emails in output
ssoty audit --ci # exit non-zero on any Critical (for CI)
ssoty audit --format sarif # SARIF 2.1.0 (for github/codeql-action/upload-sarif)
--format {text,json,sarif} selects the audit output (default text); --json is
a back-compat alias for --format json.
Fix (dry-run + backup first)
ssoty fix # DRY-RUN: prints what WOULD change, writes nothing
ssoty fix --apply # perform safe fixes; backs every touched file up first
ssoty fix --apply --scaffold-ignore # also append non-shared rule names to .ssotyignore
ssoty fix is dry-run by default — it prints exactly what it would do and changes
nothing. Only --apply writes, and even then it first copies every file it will touch
into a timestamped backup dir under the audited root (.ssoty-backup/<timestamp>/,
path-preserving) and prints that location. It performs only safe remediations:
removing a broken symlink (its target does not resolve, so no real content is lost)
and, with --scaffold-ignore, recording intentionally non-shared rule names in
.ssotyignore. It never edits your real rule files, never touches a valid symlink, and
is idempotent (running it again does nothing). Add .ssoty-backup/ to your gitignore so
backups are never committed.
CI (GitHub Action)
- uses: snowlaxc/ssoty@v0
with: { path: . } # runs `ssoty audit --ci`
Harness adapters (optional)
Thin wrappers so you can run ssoty from inside an agent:
- Claude Code: copy
adapters/claude-code/skills/ssotyinto~/.claude/skills/ - Codex: copy
adapters/codex/skills/ssotyinto~/.codex/skills/
The CLI is the product; adapters just shell out to it.
How it works
ssoty resolves each harness's effective rule surface from disk (which files load,
and whether always-on or skill-gated), then runs deterministic checks. No model
calls, no network — same input, same output. It is harness-agnostic by design:
a cross-harness tool shouldn't live inside one harness.
Supported harnesses
Claude Code (~/.claude/rules, CLAUDE.md), Codex (AGENTS.md,
global-agent-rules), Cursor (.cursor/rules/*.mdc with alwaysApply frontmatter,
legacy .cursorrules), GitHub Copilot (.github/copilot-instructions.md),
Gemini CLI (GEMINI.md, ~/.gemini/GEMINI.md), Cline (.clinerules/ directory,
legacy .clinerules, AGENTS.md), Windsurf (.windsurf/rules/*.md, legacy
.windsurfrules), and Continue (.continue/rules/*.md). Empty harnesses are skipped.
Point ssoty at $HOME or a project root.
Privacy
ssoty audits your config; its output can quote your rules verbatim. It runs
entirely locally (no hosted service). This repo ships synthetic fixtures
only. See SECURITY.md. Never commit ssoty output to a public repo.
Roadmap (phase 2)
ssoty fix (auto-dedup), opt-in live "canary" runtime probe, LLM semantic
conflict detection, Gemini support, marketplace packaging.
Background
The design rationale lives in docs/RFC.md.
License
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