loop-engineering/loop_engine/patterns/registry.yaml at main · chillum-codeX/loop-engineering · GitHub

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# Machine-readable pattern registry for Loop Engineering.
#
# Single source of truth for pattern metadata, consumed by:
#   - loop_engine.cli.main.calculate_cost() (per-pattern token bases)
#   - loop_engine.cli.main.perform_audit()  (registry-aware budget suggestions)
#   - docs/patterns/*.md (should stay consistent with this file)
#
# Cost methodology (kept consistent so numbers are derivable, not arbitrary):
#   tokens_per_iteration = input + output tokens the pattern historically used
#                           per loop iteration (moved here from the old
#                           hardcoded pattern_costs dict in calculate_cost()).
#   tokens_noop    = tokens_per_iteration * 1  (single discovery pass, nothing found)
#   tokens_report  = tokens_per_iteration * 5  (report-only run, no actions taken)
#   tokens_action  = tokens_per_iteration * 10 (default --iterations, action taken)
#   suggested_daily_cap = tokens_action * expected runs/day at the pattern's cadence
#
# readiness_level mirrors docs/LOOP_READINESS_LEVELS.md: patterns that only
# read/report are safe to run unattended sooner (L1) than patterns that take
# write actions and need a maker/checker split first (L2).

patterns:
  - id: daily-triage
    name: Daily Triage
    file: daily-triage.md
    goal: Prioritized morning scan of issues, PRs, and blockers
    cadence: daily
    risk: low
    phases: [report, act-small-wins, escalate]
    human_gates: [close-issues, merge-prs, design-decisions]
    starter: starters/daily-triage
    readiness_level: L1
    early_exit_required: false
    tokens_per_iteration:
      input: 2000
      output: 1500

  - id: pr-babysitter
    name: PR Babysitter
    file: pr-babysitter.md
    goal: Shepherd PRs through review, CI, rebase, and merge
    cadence: hourly
    risk: medium
    phases: [discover, triage, fix, verify, notify]
    human_gates: [security, payments, auth, max-fix-attempts]
    starter: starters/pr-babysitter
    readiness_level: L2
    early_exit_required: true
    tokens_per_iteration:
      input: 3000
      output: 2000

  - id: ci-sweeper
    name: CI Sweeper
    file: ci-sweeper.md
    goal: React to failing CI with minimal fixes and escalation
    cadence: hourly
    risk: medium
    phases: [detect, classify, fix, verify, escalate]
    human_gates: [infra-failures, max-attempts, security-tests]
    starter: null
    readiness_level: L2
    early_exit_required: true
    tokens_per_iteration:
      input: 2500
      output: 1500

  - id: dependency-sweeper
    name: Dependency Sweeper
    file: dependency-sweeper.md
    goal: Discover, safely apply, and verify dependency + vulnerability updates
    cadence: weekly
    risk: medium
    phases: [scan, triage-risk, patch-safe, verify, escalate-risky]
    human_gates: [major-bumps, high-sev-cve, denylisted-packages, max-attempts]
    starter: null
    readiness_level: L2
    early_exit_required: true
    tokens_per_iteration:
      input: 4000
      output: 2500

  - id: changelog-drafter
    name: Changelog Drafter
    file: changelog-drafter.md
    goal: Scan merged PRs/commits and draft categorized release notes for review
    cadence: weekly
    risk: low
    phases: [scan-merges, categorize, draft, review]
    human_gates: [breaking-changes, security, marketing-sensitive]
    starter: null
    readiness_level: L1
    early_exit_required: false
    tokens_per_iteration:
      input: 3500
      output: 2000

  - id: post-merge-cleanup
    name: Post-Merge Cleanup
    file: post-merge-cleanup.md
    goal: Follow-up tech debt and cleanup after merges to main
    cadence: daily
    risk: low
    phases: [scan-merges, prioritize, fix-small, ticket-large]
    human_gates: [architectural-debt, feature-flags, large-diffs]
    starter: null
    readiness_level: L1
    early_exit_required: false
    tokens_per_iteration:
      input: 2000
      output: 1000

  - id: issue-triage
    name: Issue Triage
    file: issue-triage.md
    goal: Discover, dedupe, prioritize, and label incoming issues
    cadence: daily
    risk: low
    phases: [discover, dedupe, score, propose-labels]
    human_gates: [security, p0-p1, ambiguous-duplicates]
    starter: null
    readiness_level: L1
    early_exit_required: false
    tokens_per_iteration:
      input: 3000
      output: 2000