Drift Detect

Drift Detect - reality check and reconstruction planning

Run an extend op-cell: add a temporary evidence layer over the repo, compare stated intent with actual implementation, then synthesize the next repair plan. This is read-only unless the caller explicitly asks to apply follow-up fixes.

The invariant: every drift claim cites a concrete source - issue number, PR, milestone, doc line, file path, symbol, test/CI signal, or git-history signal. No evidence line, no finding.

When to Apply / NOT

Apply when the user asks whether a roadmap, PLAN, README, milestone, issue backlog, or project memory still matches the code. Also apply before restarting an abandoned project, cutting a release from stale plans, or deciding what to rebuild after scope changed.

Do NOT apply to one local test failure, a known bug with a single repro, a branch-quality audit, or greenfield planning with no existing docs/issues/code to compare. Do not mutate docs, close issues, or edit code during this pass.

Inputs and Flags

Default invocation shape:

drift-detect --sources=github,docs,code --depth=thorough

• --sources=github,docs,code - comma list; omit a source only when unavailable or irrelevant.
• --depth=quick|thorough - quick samples active surfaces; thorough follows related docs, symbols, and history.
• Optional output artifact: .outline/drift-detect/reality-check-YYYYMMDD-HHMM.md when the report is too long for chat.

Workflow

1. Scope the scan.

   • Restate the user's target: whole repo, named plan file, named milestone, release branch, or feature area.
   • Resolve sources from flags. If no flags are given, use all three.
   • Create a scratch evidence bundle in memory or .outline/drift-detect/evidence.json only when needed for long synthesis. Keep it minimal: {github, docs, code, signals, generatedAt}.

2. Collect GitHub reality (--sources=github). Use gh JSON output; never scrape web HTML.

   gh issue list --state open --limit 200 --json number,title,labels,state,assignees,createdAt,updatedAt,milestone,url
   gh pr list --state open --limit 100 --json number,title,state,isDraft,labels,createdAt,updatedAt,mergeStateStatus,reviewDecision,changedFiles,additions,deletions,files,url
   gh api repos/{owner}/{repo}/milestones --paginate --jq '[.[] | {number,title,state,open_issues,closed_issues,due_on,updated_at,description}]'
   

   Extract:

   • stale issues: updatedAt older than 90 days; high-priority stale threshold = 60 days.
   • issue categories from labels/title: security, bug, feature, docs, infra, tech-debt.
   • PR risk: draft PRs older than 30 days, merge-conflicted PRs, PRs attached to promised milestones.
   • overdue milestones: due date older than today with open_issues > 0; critical if due >30 days ago and release-labeled.
   • already-done candidates: issue title terms that semantically match implemented files/symbols found in Phase 4.

   If gh is unavailable or unauthenticated, mark GitHub as unavailable and continue with docs/code. Do not invent issue state.

3. Collect documentation intent (--sources=docs). Use find for doc file names, then read only candidate files/sections.

   Candidate files:

   • root: README*, PLAN*, ROADMAP*, TODO*, CHANGELOG*, CLAUDE.md, AGENTS.md, CONTRIBUTING*.
   • directories: docs/**, documentation/**, .github/ISSUE_TEMPLATE/**, .github/PULL_REQUEST_TEMPLATE*.

   Search patterns:

   ^\s*[-*]\s+\[[ xX]\]\s+(.+)$          # checklist state
   ^\s{0,3}#{1,4}\s+(Phase|Milestone|Roadmap|Plan|Status|TODO|Features?)\b
   \b(feature|supports?|implements?|planned|roadmap|phase|milestone|done|complete|ship|release)\b
   

   For each document, record:

   • headings and nearby sections naming goals, phases, release targets, features, non-goals.
   • checkboxes: total, checked, unchecked, completion percentage = checked / total.
   • completion claims: headings or prose containing complete, done, shipped, ready, implemented, v1, release.
   • feature list items: bullets under Features/Roadmap/Plan/API sections; strip marketing adjectives before matching.
   • stale-doc hints: no recent git change in 180+ days, old version numbers, removed symbol references, examples importing nonexistent paths.

   Git history snippets for doc freshness:

   git --no-pager log -1 --format='%cs%x09%an%x09%h%x09%f' -- README.md PLAN.md docs 2>/dev/null
   git --no-pager log --since='180 days ago' --name-only --format='' -- README.md PLAN.md docs 2>/dev/null
   

   If no docs exist, classify as a documentation gap, not drift.

4. Collect code reality (--sources=code). Prefer indexed native codegraph when available; otherwise use ODIN file/search tools plus ast-grep and git grep fallback commands.

   Framework and project sniff:

   • Node: read package.json; detect react, next, vue, angular, express, fastify, nestjs, hono, jest, vitest, mocha, playwright, cypress.
   • Python: read pyproject.toml, requirements*.txt, setup.cfg; detect django, flask, fastapi, pytest, unittest.
   • Rust: read Cargo.toml; detect bins, workspaces, tests, benches, axum, actix, rocket.
   • Go: read go.mod; detect gin, echo, chi, _test.go files.
   • CI: check .github/workflows/**, .gitlab-ci.yml, circle.yml, Jenkinsfile, buildkite/**.

   File-name lookups use ODIN find, e.g.:

   find package.json pyproject.toml requirements*.txt Cargo.toml go.mod .github/workflows/**/* "**/*.{test,spec}.{js,jsx,ts,tsx}" "**/*_test.go" "tests/**"
   

   Symbol / dependency reality:

   • If codegraph is indexed: use codegraph_explore for the target area, codegraph_search for symbols, codegraph_callers / codegraph_callees for wiring, and codegraph_impact for blast radius.
   • Fallback commands when codegraph is absent:

   ast-grep --pattern 'export $X' --lang ts src
   ast-grep --pattern 'def $NAME($$$ARGS): $$$BODY' --lang python .
   ast-grep --pattern 'func $NAME($$$ARGS) $$$BODY' --lang go .
   git grep -nE '\b(auth|login|session|payment|route|controller|handler|model|migration|schema)\b' -- ':!node_modules' ':!dist' ':!build'
   

   Native drift signals to collect:

   • doc-drift with zero coupling: doc files whose recent changes do not co-change with related source. Compute from git when no graph signal exists:

     git --no-pager log --name-only --format='commit %H' -- README.md PLAN.md docs
     git --no-pager log --name-only --format='commit %H' -- src lib app packages
     

     Docs with repeated doc-only commits and no matching source commits for referenced terms are MEDIUM; exact removed symbol references are HIGH.

   • at-risk areas: directories with high bug-fix churn and stale/low ownership:

     git --no-pager log --since='180 days ago' --format='%H%x09%an%x09%s' --name-only
     git shortlog -sn --since='365 days ago' -- src lib app packages
     

     Mark HIGH when a planned feature maps to an area with high bug-fix density and no recent owner activity.

   • stale docs: docs older than 180 days that describe active or changed code paths.

   • orphan exports / dead starts: exported symbols or public endpoints not called/imported. Use codegraph impact when available; fallback to ast-grep export list + git grep -n <symbol> count. Orphan + documented feature = HIGH drift; orphan without docs = LOW cleanup signal.

   • test gap: implementation exists for documented critical behavior but no matching test file, no test script, or CI never runs tests.

5. Normalize evidence. Build a compact bundle, not a transcript dump.

   {
     "github": {"issues": [], "prs": [], "milestones": [], "stale": [], "themes": []},
     "docs": {"files": {}, "features": [], "plans": [], "checkboxes": {"total": 0, "checked": 0, "percent": 0}},
     "code": {"frameworks": [], "testFrameworks": [], "ci": [], "entryPoints": [], "implementedFeatures": [], "health": {}},
     "signals": {"docDriftZeroCoupling": [], "atRiskAreas": [], "staleDocs": [], "orphanExports": [], "testGaps": []}
   }
   

   Every array item carries {source, evidence, confidence}. Evidence must be citeable: README.md:42, issue #17, src/auth/session.ts, .github/workflows/test.yml, or a command result.

6. Synthesize with a generic ODIN agent role. Delegate exactly one synthesis pass to an ODIN oracle or plan subagent role. The role is semantic analyst, not collector: it receives the evidence bundle and references/drift-taxonomy.md, then emits the report. Do not hardcode model names. Do not name or invoke any skill as a dependency.

   Prompt shape:

   You are the semantic analyst for a plan-vs-reality drift scan.
   Input: structured evidence from GitHub, docs, code, and native signals.
   Task: produce a Reality Check Report.
   Rules:
   - Be specific. Each finding includes Evidence.
   - Verify each completed checkbox/phase against code evidence.
   - Verify each open issue as active, stale, already implemented, duplicate, or blocked.
   - Cross-reference documented features to implemented features using fuzzy/semantic matching.
   - Classify drift and gaps using the taxonomy.
   - Produce Immediate / Short-term / Medium-term / Backlog plan buckets.
   - No generic advice; every plan item has severity and evidence.
   

7. Emit the Reality Check Report. Required sections:

   • # Reality Check Report
   • Executive Summary: 2-3 sentences plus key numbers.
   • Drift Analysis: type, severity, description, evidence, recommendation.
   • Gap Analysis: category, severity, impact, recommendation, evidence.
   • Cross-Reference Table: documented item ↔ implementation evidence ↔ status ↔ confidence.
   • Prioritized Reconstruction Plan: Immediate / Short-term / Medium-term / Backlog; each item has severity and an Evidence: line.
   • Quick Wins: only when evidence shows low effort and high confidence.
   • Unknowns / Unavailable Sources: gh unavailable, missing docs, unindexed codegraph, shallow clone, etc.

Severity and Certainty

• critical - release/user/security blocker, overdue milestone with open critical work, docs promise a shipped capability that is absent, or planned completed phase is materially false.
• high - misleading public docs, stale high-priority issue cluster, orphan implementation for documented feature, missing tests for implemented critical path, at-risk code area mapped to active roadmap.
• medium - stale docs with likely but not exact coupling, draft PR drift, partial implementation without test/docs parity, completed checkbox missing secondary behavior.
• low - cleanup-only drift, undocumented internal implementation, low-impact stale issue, old TODO without external promise.

Certainty:

• HIGH - exact issue/PR/milestone/doc line/file/symbol evidence.
• MEDIUM - fuzzy semantic match plus supporting path/history evidence.
• LOW - weak heuristic only; report under Unknowns or Backlog, never as a blocker.

Anti-patterns

• Transcript dump: pasting raw gh/search output instead of synthesizing.
• Generic plan: "add tests" without naming the feature/file/evidence.
• Exact-string matching only: misses user authentication ↔ auth/login/session.
• No-source findings: severity without an Evidence line.
• Issue closure by vibe: never say close an issue unless code evidence proves it implemented or obsolete.
• Graph absolutism: missing codegraph index is not failure; degrade to ast-grep + git grep.
• Mutation during scan: do not update PLAN/README/issues in the drift pass.

Validation Gates