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chore(ci)(deps): bump actions/checkout from 4 to 7 - #302

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chore(ci)(deps): bump actions/checkout from 4 to 7#302
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Bumps actions/checkout from 4 to 7.

Release notes

Sourced from actions/checkout's releases.

v7.0.0

What's Changed

New Contributors

Full Changelog: actions/checkout@v6.0.3...v7.0.0

v6.0.3

What's Changed

New Contributors

Full Changelog: actions/checkout@v6...v6.0.3

v6.0.2

What's Changed

Full Changelog: actions/checkout@v6.0.1...v6.0.2

v6.0.1

What's Changed

Full Changelog: actions/checkout@v6...v6.0.1

v6.0.0

What's Changed

... (truncated)

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Bumps [actions/checkout](https://github.com/actions/checkout) from 4 to 7.
- [Release notes](https://github.com/actions/checkout/releases)
- [Commits](actions/checkout@v4...v7)

---
updated-dependencies:
- dependency-name: actions/checkout
  dependency-version: '7'
  dependency-type: direct:production
  update-type: version-update:semver-major
...

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🔬 Context Efficacy (resolve-only)

# AI Proficiency Report: measuring-ai-proficiency

**Scan Date:** 2026-07-13 09:13

## Summary

- **Overall Level:** Level 5: Multi-Agent Ready
- **Overall Score:** 69.0/100
- **AI Tools Detected:** Claude Code, GitHub Copilot, OpenAI Codex
- **Config:** `.ai-proficiency.yaml` loaded

## Level Breakdown

| Level | Coverage | Files | Status |
|-------|----------|-------|--------|
| Level 1: Zero AI | 100.0% | 1 | ✓ |
| Level 2: Basic Instructions | 75.0% | 3 | ✓ |
| Level 3: Comprehensive Context | 11.2% | 195 | ✓ |
| Level 4: Skills & Automation | 12.3% | 39 | ✓ |
| Level 5: Multi-Agent Ready | 12.2% | 8 | ✓ |
| Level 6: Fleet Infrastructure | 0.0% | 0 | ○ |
| Level 7: Agent Fleet | 5.8% | 29 | ○ |
| Level 8: Custom Orchestration | 0.0% | 0 | ○ |

## Detected Files

### Level 1: Zero AI

- ● `README.md`

### Level 2: Basic Instructions

- ● `CLAUDE.md`
- ● `AGENTS.md`
- ● `.github/copilot-instructions.md`

### Level 3: Comprehensive Context

- ● `.github/PULL_REQUEST_TEMPLATE.md`
- ● `.github/copilot-instructions.md`
- ● `.github/agents/create-agentic-workflow.agent.md`
- ● `.github/agents/improve-ai-context.agent.md`
- ● `.github/agents/upgrade-agentic-workflows.md`
- ● `.github/agents/debug-agentic-workflow.agent.md`
- ● `.github/aw/github-agentic-workflows.md`
- ● `.github/ISSUE_TEMPLATE/question.md`
- ● `.github/ISSUE_TEMPLATE/bug_report.md`
- ● `.github/ISSUE_TEMPLATE/pattern_addition.md`
- ● `.github/ISSUE_TEMPLATE/feature_request.md`
- ● `.github/workflows/ci-cleaner.md`
- ● `.github/workflows/conflict-resolver.md`
- ● `.github/workflows/self-improvement-meta.md`
- ● `.github/workflows/learning-aggregator-ci.md`
- ● `.github/workflows/simplify-and-harden-ci.md`
- ● `.github/workflows/eval-creator-ci.md`
- ● `.github/workflows/contribution-checker.md`
- ● `.github/workflows/factory-health.md`
- ● `.github/workflows/issue-triage.md`
- ● `.github/workflows/pr-fix.md`
- ● `.github/workflows/ai-proficiency-pr-review.md`
- ● `.github/workflows/spec-refiner.md`
- ● `.github/workflows/implementer-dispatcher.md`
- ● `.github/workflows/ai-proficiency-weekly-report.md`
- ● `.github/workflows/reviewer.md`
- ● `.github/skills/measure-ai-proficiency/SKILL.md`
- ● `.github/skills/agentic-workflow/SKILL.md`
- ● `.github/skills/customize-measurement/SKILL.md`
- ● `.github/skills/plan-interview/SKILL.md`
- ● `docs/ARCHITECTURE.md`
- ● `docs/API.md`
- ● `docs/SECURITY.md`
- ● `.github/PULL_REQUEST_TEMPLATE.md`
- ● `docs/TESTING.md`
- ● `docs/GITHUB_ACTION.md`
- ● `docs/SPEC.md`
- ● `docs/API.md`
- ● `docs/FEATURE_BACKLOG.md`
- ● `docs/FACTORY_STATE_MACHINE.md`
- ● `docs/chain.md`
- ● `docs/measuring-ai-proficiency-context-engineering.md`
- ● `docs/TESTING.md`
- ● `docs/ARCHITECTURE.md`
- ● `docs/SECURITY.md`
- ● `docs/CUSTOMIZATION.md`
- ● `docs/CHANGELOG.md`
- ● `docs/AGENT_FACTORY.md`
- ● `docs/CONTRIBUTING.md`
- ● `docs/AGENT_REFERENCES.md`
- ● `docs/MCP.md`
- ● `docs/SIGNALS.md`
- ● `docs/EFFICACY.md`
- ● `docs/AGENTS_FILE_GUIDANCE.md`
- ● `docs/PATTERNS.md`
- ● `docs/AGENT_FACTORY_ANALYSIS.md`
- ● `docs/CONVENTIONS.md`
- ● `docs/plans/plan-194-eval-creator-visibility-via-regression-label.md`
- ● `docs/plans/plan-210-factory-health-weekly-report.md`
- ● `docs/plans/README.md`
- ● `docs/plans/plan-188-wire-promotion-to-eval-creation.md`
- ● `docs/plans/plan-161-add-one-page-factory-state-machine-doc.md`
- ● `docs/plans/plan-181-spec-refiner-fast-track-direct-assignment.md`
- ● `docs/plans/plan-097-cloud-agent-session-transcripts.md`
- ● `docs/plans/plan-298-context-efficacy-harness.md`
- ● `docs/plans/plan-189-route-self-improvement-meta-through-learnings.md`
- ● `docs/plans/plan-208-impl-pr-body-close-source-issue.md`
- ● `docs/plans/plan-003-reviewer-sibling-pr-awareness.md`
- ● `docs/plans/plan-152-loosen-workflow-protected-prefixes-and-add-reviewer-self-tamper-guard.md`
- ● `docs/plans/plan-204-pr-fix-allowed-files-broaden-for-reviewer-follow-ups.md`
- ● `docs/plans/plan-193-learning-aggregator-ci-phase-2-artifact-read-path.md`
- ● `docs/plans/plan-140-verify-agent-factory-docs-and-skill-are-current.md`
- ● `docs/plans/plan-066-spec-refiner-plan-numbering-race.md`
- ● `docs/plans/plan-209-plan-file-retirement-status-markers.md`
- ● `docs/plans/plan-240-sync-factory-state-webhook-reliability.md`
- ● `docs/plans/plan-233-serialize-overlapping-issues.md`
- ● `docs/plans/plan-136-remove-sub-issue-layer.md`
- ● `docs/plans/plan-001-docs-audit.md`
- ● `docs/plans/plan-169-spec-refiner-noop-handoff-gap.md`
- ● `docs/plans/plan-171-harden-spec-refiner-plan-pr-closing-keywords.md`
- ● `docs/plans/plan-095-block-stale-workflow-lock-hashes.md`
- ● `docs/plans/plan-096-auto-trigger-plan-on-needs-plan-label.md`
- ● `docs/plans/plan-149-reviewer-auto-labels-behind-main-prs-with-needs-rebase.md`
- ● `docs/plans/plan-207-partner-agent-routing.md`
- ● `docs/plans/plan-070-spec-refiner-nonclosing-source-refs.md`
- ● `docs/plans/plan-234-auto-activate-issues-when-needs-plan-is-applied-directly.md`
- ● `docs/plans/plan-002-conflict-resolver-workflow.md`
- ● `docs/plans/plan-194-eval-creator-visibility-via-regression-label.md`
- ● `docs/plans/plan-210-factory-health-weekly-report.md`
- ● `docs/plans/README.md`
- ● `docs/plans/plan-188-wire-promotion-to-eval-creation.md`
- ● `docs/plans/plan-161-add-one-page-factory-state-machine-doc.md`
- ● `docs/plans/plan-181-spec-refiner-fast-track-direct-assignment.md`
- ● `docs/plans/plan-097-cloud-agent-session-transcripts.md`
- ● `docs/plans/plan-298-context-efficacy-harness.md`
- ● `docs/plans/plan-189-route-self-improvement-meta-through-learnings.md`
- ● `docs/plans/plan-208-impl-pr-body-close-source-issue.md`
- ● `docs/plans/plan-003-reviewer-sibling-pr-awareness.md`
- ● `docs/plans/plan-152-loosen-workflow-protected-prefixes-and-add-reviewer-self-tamper-guard.md`
- ● `docs/plans/plan-204-pr-fix-allowed-files-broaden-for-reviewer-follow-ups.md`
- ● `docs/plans/plan-193-learning-aggregator-ci-phase-2-artifact-read-path.md`
- ● `docs/plans/plan-140-verify-agent-factory-docs-and-skill-are-current.md`
- ● `docs/plans/plan-066-spec-refiner-plan-numbering-race.md`
- ● `docs/plans/plan-209-plan-file-retirement-status-markers.md`
- ● `docs/plans/plan-240-sync-factory-state-webhook-reliability.md`
- ● `docs/plans/plan-233-serialize-overlapping-issues.md`
- ● `docs/plans/plan-136-remove-sub-issue-layer.md`
- ● `docs/plans/plan-001-docs-audit.md`
- ● `docs/plans/plan-169-spec-refiner-noop-handoff-gap.md`
- ● `docs/plans/plan-171-harden-spec-refiner-plan-pr-closing-keywords.md`
- ● `docs/plans/plan-095-block-stale-workflow-lock-hashes.md`
- ● `docs/plans/plan-096-auto-trigger-plan-on-needs-plan-label.md`
- ● `docs/plans/plan-149-reviewer-auto-labels-behind-main-prs-with-needs-rebase.md`
- ● `docs/plans/plan-207-partner-agent-routing.md`
- ● `docs/plans/plan-070-spec-refiner-nonclosing-source-refs.md`
- ● `docs/plans/plan-234-auto-activate-issues-when-needs-plan-is-applied-directly.md`
- ● `docs/plans/plan-002-conflict-resolver-workflow.md`
- ● `skill-template/measure-ai-proficiency/SKILL.md`
- ● `skill-template/agentic-workflow/SKILL.md`
- ● `skill-template/customize-measurement/SKILL.md`
- ● `skill-template/plan-interview/SKILL.md`
- ● `.entire/metadata/README.md`
- ● `.claude/agents/improve-ai-context.agent.md`
- ● `.claude/skills/measure-ai-proficiency/SKILL.md`
- ● `.claude/skills/agentic-workflow/SKILL.md`
- ● `.claude/skills/intent-framed-agent/SKILL.md`
- ● `.claude/skills/learning-aggregator/SKILL.md`
- ● `.claude/skills/simplify-and-harden/SKILL.md`
- ● `.claude/skills/pre-flight-check/SKILL.md`
- ● `.claude/skills/use-agent-factory/SKILL.md`
- ● `.claude/skills/verify-gate/SKILL.md`
- ● `.claude/skills/context-surfing/SKILL.md`
- ● `.claude/skills/customize-measurement/SKILL.md`
- ● `.claude/skills/eval-creator/SKILL.md`
- ● `.claude/skills/plan-interview/SKILL.md`
- ● `.claude/skills/simplify-and-harden/references/agent-context-snippets.md`
- ● `.evals/fixtures/multi-pr-plan-scenario.md`
- ● `.evals/cases/EVAL-016.md`
- ● `.evals/cases/EVAL-012.md`
- ● `.evals/cases/EVAL-005.md`
- ● `.evals/cases/EVAL-004.md`
- ● `.evals/cases/EVAL-007.md`
- ● `.evals/cases/EVAL-013.md`
- ● `.evals/cases/EVAL-009.md`
- ● `.evals/cases/EVAL-006.md`
- ● `.evals/cases/EVAL-014.md`
- ● `.evals/cases/EVAL-010.md`
- ● `.evals/cases/EVAL-011.md`
- ● `.evals/cases/EVAL-008.md`
- ● `.evals/cases/EVAL-015.md`
- ● `.github/agents/create-agentic-workflow.agent.md`
- ● `.github/agents/improve-ai-context.agent.md`
- ● `.github/agents/upgrade-agentic-workflows.md`
- ● `.github/agents/debug-agentic-workflow.agent.md`
- ● `.github/aw/github-agentic-workflows.md`
- ● `.github/ISSUE_TEMPLATE/question.md`
- ● `.github/ISSUE_TEMPLATE/bug_report.md`
- ● `.github/ISSUE_TEMPLATE/pattern_addition.md`
- ● `.github/ISSUE_TEMPLATE/feature_request.md`
- ● `.github/workflows/ci-cleaner.md`
- ● `.github/workflows/conflict-resolver.md`
- ● `.github/workflows/self-improvement-meta.md`
- ● `.github/workflows/learning-aggregator-ci.md`
- ● `.github/workflows/simplify-and-harden-ci.md`
- ● `.github/workflows/eval-creator-ci.md`
- ● `.github/workflows/contribution-checker.md`
- ● `.github/workflows/factory-health.md`
- ● `.github/workflows/issue-triage.md`
- ● `.github/workflows/pr-fix.md`
- ● `.github/workflows/ai-proficiency-pr-review.md`
- ● `.github/workflows/spec-refiner.md`
- ● `.github/workflows/implementer-dispatcher.md`
- ● `.github/workflows/ai-proficiency-weekly-report.md`
- ● `.github/workflows/reviewer.md`
- ● `.github/skills/measure-ai-proficiency/SKILL.md`
- ● `.github/skills/agentic-workflow/SKILL.md`
- ● `.github/skills/customize-measurement/SKILL.md`
- ● `.github/skills/plan-interview/SKILL.md`
- ● `.claude/skills/measure-ai-proficiency/SKILL.md`
- ● `.claude/skills/agentic-workflow/SKILL.md`
- ● `.claude/skills/intent-framed-agent/SKILL.md`
- ● `.claude/skills/learning-aggregator/SKILL.md`
- ● `.claude/skills/simplify-and-harden/SKILL.md`
- ● `.claude/skills/pre-flight-check/SKILL.md`
- ● `.claude/skills/use-agent-factory/SKILL.md`
- ● `.claude/skills/verify-gate/SKILL.md`
- ● `.claude/skills/context-surfing/SKILL.md`
- ● `.claude/skills/customize-measurement/SKILL.md`
- ● `.claude/skills/eval-creator/SKILL.md`
- ● `.claude/skills/plan-interview/SKILL.md`
- ● `.claude/skills/simplify-and-harden/references/agent-context-snippets.md`
- ● `.github/skills/measure-ai-proficiency/SKILL.md`
- ● `.github/skills/agentic-workflow/SKILL.md`
- ● `.github/skills/customize-measurement/SKILL.md`
- ● `.github/skills/plan-interview/SKILL.md`

### Level 4: Skills & Automation

- ● `.claude/skills/measure-ai-proficiency/SKILL.md`
- ● `.claude/skills/agentic-workflow/SKILL.md`
- ● `.claude/skills/intent-framed-agent/SKILL.md`
- ● `.claude/skills/learning-aggregator/SKILL.md`
- ● `.claude/skills/simplify-and-harden/SKILL.md`
- ● `.claude/skills/pre-flight-check/SKILL.md`
- ● `.claude/skills/use-agent-factory/SKILL.md`
- ● `.claude/skills/verify-gate/SKILL.md`
- ● `.claude/skills/context-surfing/SKILL.md`
- ● `.claude/skills/customize-measurement/SKILL.md`
- ● `.claude/skills/eval-creator/SKILL.md`
- ● `.claude/skills/plan-interview/SKILL.md`
- ● `.claude/skills/measure-ai-proficiency/SKILL.md`
- ● `.claude/skills/agentic-workflow/SKILL.md`
- ● `.claude/skills/intent-framed-agent/SKILL.md`
- ● `.claude/skills/learning-aggregator/SKILL.md`
- ● `.claude/skills/simplify-and-harden/SKILL.md`
- ● `.claude/skills/pre-flight-check/SKILL.md`
- ● `.claude/skills/use-agent-factory/SKILL.md`
- ● `.claude/skills/verify-gate/SKILL.md`
- ● `.claude/skills/context-surfing/SKILL.md`
- ● `.claude/skills/customize-measurement/SKILL.md`
- ● `.claude/skills/eval-creator/SKILL.md`
- ● `.claude/skills/plan-interview/SKILL.md`
- ● `.claude/skills/simplify-and-harden/references/agent-context-snippets.md`
- ● `.github/skills/measure-ai-proficiency/SKILL.md`
- ● `.github/skills/agentic-workflow/SKILL.md`
- ● `.github/skills/customize-measurement/SKILL.md`
- ● `.github/skills/plan-interview/SKILL.md`
- ● `.github/skills/measure-ai-proficiency/SKILL.md`
- ● `.github/skills/agentic-workflow/SKILL.md`
- ● `.github/skills/customize-measurement/SKILL.md`
- ● `.github/skills/plan-interview/SKILL.md`
- ● `scripts/factory-smoke.sh`
- ● `scripts/find-org-repos.sh`
- ● `scripts/factory-e2e.sh`
- ● `scripts/check-workflow-lock-sync.sh`
- ● `scripts/README.md`
- ● `scripts/README.md`

### Level 5: Multi-Agent Ready

- ● `.github/agents/create-agentic-workflow.agent.md`
- ● `.github/agents/improve-ai-context.agent.md`
- ● `.github/agents/debug-agentic-workflow.agent.md`
- ● `.github/agents/create-agentic-workflow.agent.md`
- ● `.github/agents/improve-ai-context.agent.md`
- ● `.github/agents/upgrade-agentic-workflows.md`
- ● `.github/agents/debug-agentic-workflow.agent.md`
- ● `.claude/agents/improve-ai-context.agent.md`

### Level 7: Agent Fleet

- ● `.evals/EVAL_INDEX.md`
- ● `.evals/fixtures/multi-pr-plan-scenario.md`
- ● `.evals/cases/EVAL-016.md`
- ● `.evals/cases/EVAL-012.md`
- ● `.evals/cases/EVAL-005.md`
- ● `.evals/cases/EVAL-004.md`
- ● `.evals/cases/EVAL-007.md`
- ● `.evals/cases/EVAL-013.md`
- ● `.evals/cases/EVAL-009.md`
- ● `.evals/cases/EVAL-006.md`
- ● `.evals/cases/EVAL-014.md`
- ● `.evals/cases/EVAL-010.md`
- ● `.evals/cases/EVAL-011.md`
- ● `.evals/cases/EVAL-008.md`
- ● `.evals/cases/EVAL-015.md`
- ● `.evals/cases/EVAL-016.md`
- ● `.evals/cases/EVAL-012.md`
- ● `.evals/cases/EVAL-005.md`
- ● `.evals/cases/EVAL-004.md`
- ● `.evals/cases/EVAL-007.md`
- ● `.evals/cases/EVAL-013.md`
- ● `.evals/cases/EVAL-009.md`
- ● `.evals/cases/EVAL-006.md`
- ● `.evals/cases/EVAL-014.md`
- ● `.evals/cases/EVAL-010.md`
- ● `.evals/cases/EVAL-011.md`
- ● `.evals/cases/EVAL-008.md`
- ● `.evals/cases/EVAL-015.md`
- ● `.evals/EVAL_INDEX.md`

## Cross-References & Quality

- **References Found:** 207
- **Files Scanned:** 19
- **Unique Targets:** 44
- **Resolution Rate:** 68%
- **Bonus Points:** +9.0

### Content Quality

| File | Score | Words | Commits | Sections | Paths | Commands | Constraints |
|------|-------|-------|---------|----------|-------|----------|-------------|
| `.github/copilot-instructions.md` | 8.0/10 | 755 | 1 | ✓ | ✓ | ✓ | ○ |
| `AGENTS.md` | 10.0/10 | 2258 | 1 | ✓ | ✓ | ✓ | ✓ |
| `CLAUDE.md` | 10.0/10 | 2166 | 1 | ✓ | ✓ | ✓ | ✓ |
| `.claude/skills/measure-ai-proficiency/SKILL.md` | 10.0/10 | 1099 | 1 | ✓ | ✓ | ✓ | ✓ |
| `.claude/skills/agentic-workflow/SKILL.md` | 9.3/10 | 600 | 1 | ✓ | ✓ | ✓ | ✓ |
| `.claude/skills/intent-framed-agent/SKILL.md` | 10.0/10 | 1015 | 1 | ✓ | ✓ | ✓ | ✓ |
| `.claude/skills/learning-aggregator/SKILL.md` | 10.0/10 | 2185 | 1 | ✓ | ✓ | ✓ | ✓ |
| `.claude/skills/simplify-and-harden/SKILL.md` | 10.0/10 | 3323 | 1 | ✓ | ✓ | ✓ | ✓ |
| `.claude/skills/pre-flight-check/SKILL.md` | 6.7/10 | 737 | 1 | ✓ | ✓ | ✓ | ○ |
| `.claude/skills/use-agent-factory/SKILL.md` | 10.0/10 | 2064 | 1 | ✓ | ✓ | ✓ | ✓ |
| `.claude/skills/verify-gate/SKILL.md` | 9.0/10 | 1147 | 1 | ✓ | ✓ | ✓ | ✓ |
| `.claude/skills/context-surfing/SKILL.md` | 10.0/10 | 3032 | 1 | ✓ | ✓ | ✓ | ✓ |
| `.claude/skills/customize-measurement/SKILL.md` | 9.0/10 | 908 | 1 | ✓ | ✓ | ✓ | ✓ |
| `.claude/skills/eval-creator/SKILL.md` | 8.0/10 | 1289 | 1 | ✓ | ✓ | ✓ | ○ |
| `.claude/skills/plan-interview/SKILL.md` | 8.3/10 | 904 | 1 | ✓ | ✓ | ✓ | ✓ |
| `.github/skills/measure-ai-proficiency/SKILL.md` | 10.0/10 | 1099 | 1 | ✓ | ✓ | ✓ | ✓ |
| `.github/skills/agentic-workflow/SKILL.md` | 9.3/10 | 600 | 1 | ✓ | ✓ | ✓ | ✓ |
| `.github/skills/customize-measurement/SKILL.md` | 9.0/10 | 908 | 1 | ✓ | ✓ | ✓ | ✓ |
| `.github/skills/plan-interview/SKILL.md` | 8.3/10 | 864 | 1 | ✓ | ✓ | ✓ | ✓ |

**Quality Scoring (0-10 points):**
- **Sections** (0-2 pts): Markdown headers (`##`) for organization
- **Paths** (0-2 pts): Concrete file/directory paths (`/src/`, `~/config/`)
- **Commands** (0-2 pts): CLI commands in backticks (`` `npm test` ``)
- **Constraints** (0-2 pts): Directive language ("never", "avoid", "don't", "do not", "must not", "always", "required")
- **Substance** (0-2 pts): Word count (200+ words = 2 pts)
- **Commits** (0-2 pts): Git history (5+ commits = 2 pts, 3-4 = 1 pt)

### Reference Details

| Source | Target | Type | Status |
|--------|--------|------|--------|
| `.github/copilot-instructions.md:7` | `CLAUDE.md` | file_mention | Resolved |
| `.github/copilot-instructions.md:96` | `file.md` | markdown_link | Missing |
| `.github/copilot-instructions.md:97` | `FILE.md` | file_mention | Missing |
| `.github/copilot-instructions.md:109` | `README.md` | file_mention | Resolved |
| `.github/copilot-instructions.md:110` | `CLAUDE.md` | file_mention | Resolved |
| `.github/copilot-instructions.md:160` | `github/copilot-instructions` | directory_ref | Missing |
| `AGENTS.md:31` | `docs/CUSTOMIZATION` | directory_ref | Missing |
| `AGENTS.md:39` | `docs` | directory_ref | Resolved |
| `AGENTS.md:45` | `skills` | directory_ref | Resolved |
| `AGENTS.md:50` | `skills` | directory_ref | Resolved |
| `AGENTS.md:51` | `skills` | directory_ref | Resolved |
| `AGENTS.md:53` | `skills` | directory_ref | Resolved |
| `AGENTS.md:79` | `skills` | directory_ref | Resolved |
| `AGENTS.md:119` | `skills` | directory_ref | Resolved |
| `AGENTS.md:127` | `workflows` | directory_ref | Resolved |
| `AGENTS.md:130` | `workflows` | directory_ref | Resolved |
| `AGENTS.md:144` | `skills` | directory_ref | Resolved |
| `AGENTS.md:147` | `claude/skills/` | directory_ref | Missing |
| `AGENTS.md:157` | `skills` | directory_ref | Resolved |
| `AGENTS.md:172` | `skills` | directory_ref | Resolved |

*...and 187 more references*

## Validation & Freshness

### Warnings

- :feather: BLOAT: AGENTS.md is 2258 words (> 1500) — large always-on files are a permanent context tax; move detail into scoped files/skills and keep a thin routing layer
- :feather: BLOAT: CLAUDE.md is 2166 words (> 1500) — large always-on files are a permanent context tax; move detail into scoped files/skills and keep a thin routing layer
- :clipboard: TEMPLATE: .claude/skills/measure-ai-proficiency/SKILL.md contains template markers (PLACEHOLDER)
- :clipboard: TEMPLATE: .github/skills/measure-ai-proficiency/SKILL.md contains template markers (PLACEHOLDER)
- :warning: MISSING REF: AGENTS.md references '.claude/skills/self-improvement/SKILL.md' (never_existed)
- :warning: MISSING REF: CLAUDE.md references '.lock.yml' (never_existed)
- :warning: MISSING REF: CLAUDE.md references 'FEATURE_REQUESTS.md' (never_existed)
- :warning: MISSING REF: CLAUDE.md references '/todo.md' (never_existed)
- :warning: MISSING REF: .claude/skills/learning-aggregator/SKILL.md references 'quick_validate.py' (never_existed)
- :warning: MISSING REF: .claude/skills/learning-aggregator/SKILL.md references 'agent_output.json' (never_existed)
- :warning: MISSING REF: .claude/skills/learning-aggregator/SKILL.md references 'FEATURE_REQUESTS.md' (never_existed)
- :warning: MISSING REF: .claude/skills/learning-aggregator/SKILL.md references 'agent-stdio.log' (never_existed)
- :warning: MISSING REF: .claude/skills/learning-aggregator/SKILL.md references 'ERRORS.md' (never_existed)
- :warning: MISSING REF: .claude/skills/learning-aggregator/SKILL.md references 'safeoutputs.jsonl' (never_existed)
- :warning: MISSING REF: .claude/skills/learning-aggregator/SKILL.md references 'agent_usage.json' (never_existed)

*...and 29 more warnings*

**Penalty:** -5.0 points

### Freshness Status

| File | Days Behind Code | Status |
|------|-----------------|--------|
| `.github/copilot-instructions.md` | 0 | :white_check_mark: fresh |
| `AGENTS.md` | 0 | :white_check_mark: fresh |
| `CLAUDE.md` | 0 | :white_check_mark: fresh |
| `.claude/skills/measure-ai-proficiency/SKILL.md` | 0 | :white_check_mark: fresh |
| `.claude/skills/agentic-workflow/SKILL.md` | 0 | :white_check_mark: fresh |
| `.claude/skills/intent-framed-agent/SKILL.md` | 0 | :white_check_mark: fresh |
| `.claude/skills/learning-aggregator/SKILL.md` | 0 | :white_check_mark: fresh |
| `.claude/skills/simplify-and-harden/SKILL.md` | 0 | :white_check_mark: fresh |
| `.claude/skills/pre-flight-check/SKILL.md` | 0 | :white_check_mark: fresh |
| `.claude/skills/use-agent-factory/SKILL.md` | 0 | :white_check_mark: fresh |
| `.claude/skills/verify-gate/SKILL.md` | 0 | :white_check_mark: fresh |
| `.claude/skills/context-surfing/SKILL.md` | 0 | :white_check_mark: fresh |
| `.claude/skills/customize-measurement/SKILL.md` | 0 | :white_check_mark: fresh |
| `.claude/skills/eval-creator/SKILL.md` | 0 | :white_check_mark: fresh |
| `.claude/skills/plan-interview/SKILL.md` | 0 | :white_check_mark: fresh |
| `.github/skills/measure-ai-proficiency/SKILL.md` | 0 | :white_check_mark: fresh |
| `.github/skills/agentic-workflow/SKILL.md` | 0 | :white_check_mark: fresh |
| `.github/skills/customize-measurement/SKILL.md` | 0 | :white_check_mark: fresh |
| `.github/skills/plan-interview/SKILL.md` | 0 | :white_check_mark: fresh |

### Behavioral Indicators (Levels 6-8)

| Indicator | Status | Details |
|-----------|--------|---------|
| CI/CD Agent Integration (L6) | :white_check_mark: | ai-proficiency-claude.yml:claude, ai-proficiency-claude.yml:agent |
| Agent Handoffs (L7) | :o: | 9 agents |
| Measured Outcomes (L8) | :o: | success_tracking |

## Context Engineering Signals (2026)

- **Structural Quality:** 6.5/10
- **Primitives:** skills=16 (frontmatter=14, executable=1, verification=15), hooks=no, subagents=5, workflows=no, plugins=no
- **Signal Bonus:** +10.0

| Signal | Category | Detected | Evidence |
|--------|----------|----------|----------|
| Verification Discipline | harness | ✓ | Verify, assertion, self-review |
| Deterministic Hooks | primitive | ✓ | PostToolUse, SessionStart, UserPromptSubmit |
| Primitive Decision Discipline | primitive | ✓ | Decision Tree |
| Eval / Regression Loops | harness | ✓ | eval loops, regression test, .evals |
| Telemetry & Observability | harness | ✓ | telemetry, traces |
| Anti-Drift Maintenance Hygiene | maintenance | ✓ | sentinel, canary, Drift Detection |
| Dynamic Workflows / Orchestration | orchestration | ✓ | Dynamic Workflows |
| Plugin Distribution | primitive | ○ |  |
| Harness Engineering Mindset | harness | ✓ | Harness engineering, context engineering |
| Curricula On-Ramps | curricula | ✓ | Anthropic Academy, Google 5-Day AI Agents |
| Measured Outcomes | harness | ○ | success_tracking |

### Level Gates (L6-L8)

These signals are *required* (with file coverage) to reach the level.

| Level | Gate | Missing |
|-------|------|---------|
| L6 | :white_check_mark: satisfied | — |
| L7 | :white_check_mark: satisfied | — |
| L8 | :o: blocked | plugins, measured_outcomes |

## Context Efficacy (resolve-only)

- **Efficacy Score:** 39.6/100
- **Context budget:** ~11611 always-on tokens (5.81% of 200000, heuristic)

| Prover | Artifact | Status | Evidence |
|--------|----------|--------|----------|
| commands | `measure-ai-proficiency` | :white_check_mark: pass | resolves to /opt/hostedtoolcache/Python/3.12.13/x64/bin/measure-ai-proficiency |
| commands | `git` | :white_check_mark: pass | resolves to /usr/bin/git |
| commands | `gh` | :white_check_mark: pass | resolves to /usr/bin/gh |
| commands | `pytest` | :x: fail | not found on PATH |

> Resolve-only pass (no repo code executed). Use --prove-exec to probe documented commands with `--help`. (Hooks are always validate-only.)

## Recommendations

1. 🔍 Detected AI tools: Claude Code, GitHub Copilot, OpenAI Codex. Recommendations tailored accordingly.
2. 🎯 FLEET READY: You have multi-agent setup. Now add fleet infrastructure for managing parallel agent instances with shared memory and workflows.
3. 🧠 Set up Beads: Create .beads/ for persistent memory across agent sessions. Beads provides external memory that survives session timeouts and enables long-horizon work across multiple agent instances.
4. 🔄 Add workflows/: Create YAML workflow definitions for multi-step processes. Examples: workflows/code_review.yaml, workflows/feature_development.yaml. These coordinate agent activities across complex tasks.
5. 📊 Create SHARED_CONTEXT.md: Document context that all agents should have access to - critical system constraints, business rules, compliance requirements, and team values.
6. 📦 For monorepos: Add packages/*/CLAUDE.md for package-specific context. This helps agents understand boundaries and relationships between packages.
7. 📊 Add basic agent observability: Log agent actions, decisions, and outcomes. Track metrics like task completion rate, error frequency, and common failure modes. This helps identify where agents struggle and need better context.
8. 🪶 Trim your always-on files (AGENTS.md, CLAUDE.md): they are a permanent context tax, and bloated files make the model ignore your actual instructions. Audit rule: every always-loaded line must change behavior, or cut it — ask "what would go wrong if this line wasn't here?". Move detail into on-demand skills (progressive disclosure) and keep a thin routing layer. See docs/AGENTS_FILE_GUIDANCE.md and https://docs.claude.com/en/docs/claude-code/memory


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