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ATOM-PR-20260121-001-atom-type#189
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This pull request introduces a comprehensive testing priority checklist and policy document for the project, establishing clear requirements for test coverage, implementation gap handling, and phased test suite development. It also adds a new subproject reference.

Testing policy and coverage requirements:

  • Added docs/TESTING_PRIORITY_CHECKLIST.md, detailing a phased approach to test suite coverage, prioritization, and gap remediation, with explicit blocking rules for missing or low-coverage test suites.
  • Defined a matrix of existing test suites, their coverage, implementation gaps, and prioritized next steps, including critical missing tests for quantum and integration components.
  • Integrated usage instructions for the coherence-mcp tool to validate test quality and coverage, including command-line examples for validation and coverage reporting.

Subproject management:

  • Updated the test-subjects submodule to commit 61976a2ac4f0d7b5149f3d183ccf00790237f44d.name: Pull request template
    about: Use this template for PRs that add CI, bump templates, or agent-facing files
    title: ''
    labels: ''
    assignees: ''

Summary

Describe the change in 1-2 sentences.

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Verification / Testing

  • scripts/validate-bump.sh passes locally (if bump.md changed)
  • scripts/validate-branch-name.sh tested on example branches (if applicable)
  • bash scripts/verify-environment.sh prints ENV OK
  • scripts/test-scripts.sh passes (if scripts changed)
  • All shell scripts pass shellcheck
  • ATOM tag created and logged

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toolate28 and others added 8 commits January 21, 2026 08:51
Co-authored-by: toolate28 <105518313+toolate28@users.noreply.github.com>
Co-authored-by: toolate28 <105518313+toolate28@users.noreply.github.com>
Co-authored-by: toolate28 <105518313+toolate28@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Signed-off-by: toolated <toolated@toolated.online>
Co-authored-by: toolate28 <105518313+toolate28@users.noreply.github.com>
Co-authored-by: toolate28 <105518313+toolate28@users.noreply.github.com>
…eness

Co-authored-by: toolate28 <105518313+toolate28@users.noreply.github.com>
Copilot AI review requested due to automatic review settings January 21, 2026 00:22
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🏷️ ATOM Tag Auto-Generated

ATOM Tag: `ATOM-PR-20260121-001-atom-type'

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@toolate28 toolate28 assigned toolate28 and Copilot and unassigned toolate28 Jan 21, 2026
@toolate28 toolate28 requested review from Copilot and removed request for Copilot January 21, 2026 00:22
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Pull request overview

This pull request establishes comprehensive testing and ecosystem analysis documentation for the SpiralSafe quantum tooling project, emphasizing test-driven development and strategic positioning within the quantum computing ecosystem.

Changes:

  • Added a testing priority checklist defining phased test suite development, coverage requirements, and implementation gap handling
  • Added a quantum ecosystem analysis document mapping tools, integration strategies, and isomorphic framework blockers
  • Updated the test-subjects submodule reference

Reviewed changes

Copilot reviewed 3 out of 3 changed files in this pull request and generated no comments.

File Description
test-subjects Submodule reference update to new commit
docs/TESTING_PRIORITY_CHECKLIST.md Testing policy with phased approach, coverage requirements, and coherence-mcp integration
docs/QUANTUM_ECOSYSTEM_ANALYSIS.md Strategic analysis of quantum tools, NEAR integration, and isomorphic closure roadmap

Copilot AI and others added 2 commits January 22, 2026 18:24
Co-authored-by: toolate28 <105518313+toolate28@users.noreply.github.com>
…configurable

Co-authored-by: toolate28 <105518313+toolate28@users.noreply.github.com>

<script src="https://cdn.tailwindcss.com"></script>
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.9.0/styles/github-dark.min.css">
<script src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.9.0/highlight.min.js"></script>

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@toolate28 toolate28 requested a review from Copilot January 22, 2026 12:25
@toolate28 toolate28 changed the title ATOM-TYPE-20260121-NNN-description ATOM-PR-20260121-001-atom-type Jan 22, 2026
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Pull request overview

Copilot reviewed 7 out of 7 changed files in this pull request and generated 10 comments.

responseEl.classList.remove('hidden');
codeEl.textContent = 'Loading...';

const response = await fetch(`${API_BASE}/api/health`);
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The page states that all endpoints require X-API-Key, but the interactive tryHealth() call does not send the header. This will likely fail (e.g., 401) and makes the "Try it" button misleading. Consider adding an API key input and sending X-API-Key in the request headers (or explicitly labeling Health as unauthenticated if that’s intended).

Suggested change
const response = await fetch(`${API_BASE}/api/health`);
const apiKey = window.prompt('Enter your X-API-Key to call the Health endpoint:');
if (!apiKey) {
throw new Error('X-API-Key is required to call this endpoint.');
}
const response = await fetch(`${API_BASE}/api/health`, {
headers: {
'X-API-Key': apiKey
}
});

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Comment on lines +10 to +11
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.9.0/styles/github-dark.min.css">
<script src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.9.0/highlight.min.js"></script>
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Third-party assets are loaded from CDNs without Subresource Integrity (SRI) attributes. For a public-facing page, consider pinning exact versions (where applicable) and adding integrity + crossorigin to reduce supply-chain risk.

Suggested change
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.9.0/styles/github-dark.min.css">
<script src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.9.0/highlight.min.js"></script>
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.9.0/styles/github-dark.min.css" integrity="sha512-8o+edW7ohR6k6D0Ntz54XxwSk2TLQ1lXgEfdCf93S/egorZ8pUmOZ7JDWFu0g8bFbV0nIUgASK1i7+iAlqQY2g==" crossorigin="anonymous">
<script src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.9.0/highlight.min.js" integrity="sha512-Qec4PhtAiuNTpxu0klvAMVuczkpCfyb7SWnn07cV5yVA+oyD+7uO/At+lZXXAg8pFgRTXA1FFC4+9z+Wz+9UTA==" crossorigin="anonymous"></script>

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Comment on lines +309 to +315
if (response.ok && data.token) {
// Store token
if (remember) {
localStorage.setItem('spiralsafe_admin_token', data.token);
} else {
sessionStorage.setItem('spiralsafe_admin_token', data.token);
}
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Storing an admin bearer token in localStorage makes it accessible to any JavaScript running on the page (increasing impact of XSS). For admin auth, prefer an HttpOnly, Secure, SameSite cookie set by the server. If you must store client-side, avoid localStorage for admin tokens (use short-lived tokens + refresh flow and keep access tokens in-memory/session as a minimum).

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Comment on lines +138 to +143
<button
type="button"
onclick="togglePassword()"
class="absolute right-3 top-1/2 -translate-y-1/2 text-purple-400 hover:text-purple-300 transition"
>
<svg id="eyeIcon" class="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24">
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The password visibility toggle is an icon-only button without an accessible name. Add an aria-label (and ideally toggle aria-pressed or update the label) so screen readers can announce the control.

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Comment on lines +415 to +429
document.addEventListener('DOMContentLoaded', () => {
const token = localStorage.getItem('spiralsafe_admin_token') ||
sessionStorage.getItem('spiralsafe_admin_token');

if (!token) {
window.location.href = '/admin/login.html';
return;
}

// Initialize charts
initCharts();

// Load metrics
loadMetrics();
});
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The dashboard treats the mere presence of a token as authenticated, but does not verify it (or handle expiration/invalid tokens) before rendering. Consider validating the token (e.g., call /admin/auth/me with Authorization: Bearer ...) and redirect to login (and clear storage) on failure.

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<meta name="description" content="SpiralSafe Admin Dashboard - Monitor API usage, manage users, and view system metrics.">

<script src="https://cdn.tailwindcss.com"></script>
<script src="https://cdn.jsdelivr.net/npm/chart.js"></script>
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Chart.js is loaded from cdn.jsdelivr.net/npm/chart.js without pinning a version and without SRI, which can introduce breaking changes and supply-chain risk. Consider pinning a specific major/minor version and adding integrity + crossorigin.

Suggested change
<script src="https://cdn.jsdelivr.net/npm/chart.js"></script>
<script
src="https://cdn.jsdelivr.net/npm/chart.js@4.4.0/dist/chart.umd.min.js"
integrity="INTEGRITY_HASH_FROM_JSDELIVR_FOR_CHART_JS_4_4_0_UMD_MIN"
crossorigin="anonymous"></script>

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Comment on lines +36 to +41
| Coverage Level | Requirement |
|----------------|-------------|
| 95-99% | Document gap, schedule for next sprint |
| 80-94% | **PRIORITY**: Cover gap before new code |
| <80% | **BLOCKING**: No new features until gap closed |
| Missing | **CRITICAL**: Create test suite immediately |
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These tables use || at the start of each row, which typically renders as an extra empty column in Markdown. Switching to a single leading | per row (standard GitHub table syntax) will make the tables render correctly.

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Comment on lines +15 to +18
coherence-mcp wave-validate <test-file> --threshold 60

# Code coherence check for test implementations
coherence-mcp anamnesis validate <test-file> --vuln "test-quality"
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Command naming is inconsistent with other parts of the doc that reference underscore-style validator names (e.g., wave_validate / anamnesis_validate). Pick one convention (CLI subcommand spelling) and use it consistently throughout to avoid copy/paste errors.

Suggested change
coherence-mcp wave-validate <test-file> --threshold 60
# Code coherence check for test implementations
coherence-mcp anamnesis validate <test-file> --vuln "test-quality"
coherence-mcp wave_validate <test-file> --threshold 60
# Code coherence check for test implementations
coherence-mcp anamnesis_validate <test-file> --vuln "test-quality"

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Comment on lines +564 to +571
coherence-mcp wave-validate experiments/qrc_reservoir.py --threshold 60

# Stage 2: Collapse Dynamics validation
coherence-mcp anamnesis validate experiments/qiskit_dspy_hybrid.py \
--vuln "code-quality" --mitigations "tests,types"

# Stage 3: Stability Enforcement validation
coherence-mcp wave-validate protocol/vortex-cascade-spec.md --threshold 80
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This file uses wave-validate / anamnesis validate CLI spellings, while other docs in this PR also mention underscore-style function names (e.g., wave_validate). Align terminology across docs to reduce confusion about what users should actually run.

Suggested change
coherence-mcp wave-validate experiments/qrc_reservoir.py --threshold 60
# Stage 2: Collapse Dynamics validation
coherence-mcp anamnesis validate experiments/qiskit_dspy_hybrid.py \
--vuln "code-quality" --mitigations "tests,types"
# Stage 3: Stability Enforcement validation
coherence-mcp wave-validate protocol/vortex-cascade-spec.md --threshold 80
coherence-mcp wave_validate experiments/qrc_reservoir.py --threshold 60
# Stage 2: Collapse Dynamics validation
coherence-mcp anamnesis_validate experiments/qiskit_dspy_hybrid.py \
--vuln "code-quality" --mitigations "tests,types"
# Stage 3: Stability Enforcement validation
coherence-mcp wave_validate protocol/vortex-cascade-spec.md --threshold 80

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Copilot AI and others added 5 commits January 23, 2026 05:10
ATOM-FEATURE-20260122-001-quasicrystal-optimization

- Implement penrose_coordinates() for 5D→2D cut-and-project
- Implement quasicrystal_optimization() with phason flips
- Implement holographic_conservation() for state encoding
- Implement supergravity_coupling() for SUSY-inspired coupling
- Add comprehensive test suite with 13 test cases
- Fix missing random import from original code
- Fix np.imag() usage for real arrays

Co-authored-by: toolate28 <105518313+toolate28@users.noreply.github.com>
- Use golden angle (137.5°) for mutation rotation
- Propagate flips with Fibonacci stride (1,2,3,5,8,13,...)
- Acceptance probability = ε × exp(Δgain / φ²)
- Add epsilon parameter to optimization function
- Add tests for golden angle, Fibonacci cache, and epsilon

Co-authored-by: toolate28 <105518313+toolate28@users.noreply.github.com>
- Set epsilon=0.0005 (stability constant from supergravity 4.0005)
- Add v=c guard: raise RuntimeError if iterations > 62
- Rewrite tests to validate against baseline kernel
- Add cycle measurement for performance baseline
- All 13 tests pass with deterministic outputs

Co-authored-by: toolate28 <105518313+toolate28@users.noreply.github.com>
- PHI = (1+√5)/2 used exactly in acceptance probability
- Progress print every 10 iterations
- Baseline comparison with greedy uniform random scheduler
- Tests validate against reference kernel with cycle measurement
- Phason pass cycles within 5% tolerance of baseline
- All 13 tests pass

Co-authored-by: toolate28 <105518313+toolate28@users.noreply.github.com>
…thod

- Minimal clean implementation with golden phason flips
- Key formula: step_size = 1/φ ≈ 0.618
- v=c guard at 62 iterations
- Benchmark shows ~10-20% overhead vs baseline
- Added transferable method summary for learning

Co-authored-by: toolate28 <105518313+toolate28@users.noreply.github.com>
Copilot AI and others added 4 commits January 22, 2026 18:51
ATOM-FEATURE-20260122-002-quasicrystal-phason-scheduler

- Pure first-principles implementation with golden Penrose coordinates
- Phason flips with Fibonacci-strided propagation
- VLIW bundle packing simulation
- Configurable v=c guard (default 62 iterations)
- Comparison benchmarks vs uniform random baseline

Co-authored-by: toolate28 <105518313+toolate28@users.noreply.github.com>
- Rename max_iterations to vc_guard_override for clarity
- Extract magic numbers to named constants (DEFAULT_VC_GUARD_LIMIT, COORD_SEED_*)
- Add comments explaining warmup calls in tests

Co-authored-by: toolate28 <105518313+toolate28@users.noreply.github.com>
## Summary

Standalone quasicrystal scheduler with golden Penrose coordinates,
phason flips, and VLIW bundle packing simulation. Fixes the v=c guard by
making iteration limit configurable.

## ATOM Tag

**ATOM:** `ATOM-FEATURE-20260122-002-quasicrystal-phason-scheduler`

## Why

Enable experimentation with quasicrystal-based scheduling optimization
separate from main kernel. The original code had a hardcoded `if it >
62: raise RuntimeError` that blocked any run exceeding 62 iterations.

## What changed

- `experiments/quasicrystal_phason_scheduler.py` — Pure first-principles
implementation:
  - 5D→2D Penrose projection for aperiodic coordinates
  - Golden angle phason flips with Fibonacci-strided propagation
  - `VLIWBundle` class (12 ALU, 6 VALU, 2 LS slots)
  - Configurable v=c guard via `vc_guard_override` parameter
  - Benchmark comparison vs uniform random baseline
  - Integration proposal for perf_takehome.py (docstring)

- `experiments/test_quasicrystal_phason_scheduler.py` — 13 tests
covering constants, projection, v=c guard, reproducibility, density
comparison, VLIW packing

**Key API:**
```python
from experiments.quasicrystal_phason_scheduler import quasicrystal_schedule

# Default: 62 iterations (v=c guard)
coord, density = quasicrystal_schedule(n_points=32, seed=42)

# Override guard for longer runs
coord, density = quasicrystal_schedule(n_points=32, iterations=1000, vc_guard_override=1000)
```

## Verification / Testing

- [x] `scripts/validate-bump.sh` passes locally (if bump.md changed)
- [x] `scripts/validate-branch-name.sh` tested on example branches (if
applicable)
- [x] `bash scripts/verify-environment.sh` prints `ENV OK`
- [x] `scripts/test-scripts.sh` passes (if scripts changed)
- [x] All shell scripts pass shellcheck
- [x] ATOM tag created and logged

## Claude Interaction

You can interact with Claude in this PR by:

- **@mentioning Claude** in comments for questions or reviews
- **Adding labels**: `claude:review`, `claude:help`, `claude:analyze`
- **Requesting reviews**: Claude will provide automated feedback
- **Ask questions**: Claude can explain code, suggest improvements, or
identify issues

### Example commands:

- `@claude please review this PR for ATOM compliance`
- `@claude explain the changes in scripts/atom-track.sh`
- `@claude check for security issues`
- `@claude suggest improvements`

## Notes

- Sensitive logs must be redacted before sharing
- Any change that allows production writes must be reviewed by a human
- Follow the Five Core Principles (Visible State, Clear Intent, Natural
Decomposition, Networked Learning, Measurable Delivery)

## Checklist

- [x] ATOM tag created and referenced
- [x] Tests passing (13/13)
- [x] Documentation updated (integration proposal in docstring)
- [x] No secrets committed
- [x] Follows existing patterns
- [x] Ready for Claude review

<!-- START COPILOT CODING AGENT SUFFIX -->



<!-- START COPILOT ORIGINAL PROMPT -->



<details>

<summary>Original prompt</summary>

> https://github.com/toolate28/SpiralSafe/actions/runs/21258677293#
experiments/quasicrystal_phason_scheduler.py
> # Standalone quasicrystal scheduler prototype — golden Penrose
coordinates + phason flips
> # No taint from main kernel — pure first-principles implementation
> 
> import math
> import numpy as np
> import random
> 
> PHI = (1 + math.sqrt(5)) / 2          # Golden ratio
> GOLDEN_ANGLE = 2 * math.pi / PHI**2   # ≈137.5° in radians
> EPSILON = 0.00055                     # Coherence seed
> 
> def penrose_project(n_points: int) -> np.ndarray:
>     """5D → 2D Penrose coordinates via cut-and-project"""
>     theta = np.arange(5) * 2 * math.pi / 5
>     u = np.cos(theta)
>     v = np.sin(theta)
>     points = []
>     for i in range(-n_points//2, n_points//2 + 1):
>         for j in range(-n_points//2, n_points//2 + 1):
>             coord = i * u + j * v
>             points.append(coord[:2])
>     return np.array(points)
> 
> def objective(coords: np.ndarray) -> float:
> """Proxy objective: negative average bundle density (higher =
better)"""
>     # Simplified model: assume 12 ALU, 6 VALU, 2 load/store slots
>     # Each "point" represents a potential op placement in bundle space
>     # Density = how many ops fit without conflict
>     # For demo: inverse distance to ideal golden packing
> distances = np.linalg.norm(coords - np.mean(coords, axis=0), axis=1)
> density = 1 / (np.mean(distances) + 1e-6) # Higher when clustered
aperiodically
>     return -density  # Minimize negative density = maximize density
> 
> def phason_flip(coords: np.ndarray, values: np.ndarray, it: int):
>     """Golden phason flip with Fibonacci-strided propagation"""
>     i = random.randint(0, len(coords) - 1)
>     
>     # Golden angle rotation + Fibonacci scale mutation
>     angle = GOLDEN_ANGLE * it
>     scale = PHI ** (it % 8) * 0.1  # Fib-modulated scale
>     delta = np.array([math.cos(angle), math.sin(angle)]) * scale
>     new_coord = coords[i] + delta
>     
>     new_val = objective(new_coord)
>     gain = values[i] - new_val  # Positive gain = improvement
>     
>     # Acceptance with ε-weighted exponential
>     prob = EPSILON * math.exp(gain / PHI**2)
>     if gain > 0 or random.random() < prob:
>         coords[i] = new_coord
>         values[i] = new_val
> 
> def quasicrystal_schedule(n_points=500, iterations=1000):
>     """Full quasicrystal scheduling optimizer"""
>     coords = penrose_project(n_points)
>     values = np.array([objective(c) for c in coords])
>     
>     best_val = float('inf')
>     best_coord = None
>     
>     for it in range(iterations):
>         if it > 62:
> raise RuntimeError("v=c boundary guarded — coherence collapse
prevented")
>         
>         phason_flip(coords, values, it)
>         
>         current_best = values.min()
>         if current_best < best_val:
>             best_val = current_best
>             best_idx = np.argmin(values)
>             best_coord = coords[best_idx]
>         
>         if it % 50 == 0:
> print(f"Iter {it}/{iterations} | Best density: {-best_val:.4f}")
>     
> return best_coord, -best_val # Return best coord + positive density
> 
> if __name__ == "__main__":
>     coord, density = quasicrystal_schedule()
>     print(f"Best coordinate: {coord}")
>     print(f"Achieved density: {density:.4f}")
> Next steering move (your call):
> 
> Run it standalone → check density improvement vs uniform random
baseline.
> Add a simple test case that simulates a small VLIW bundle packing
problem.
> Propose how to integrate the best coordinate into perf_takehome.py
scheduling order. (most recent sessions /commits/PRs/repos) in order of
prioriorty, starting wth the open PRs and the Anthropic take home test


</details>



<!-- START COPILOT CODING AGENT TIPS -->
---

💬 We'd love your input! Share your thoughts on Copilot coding agent in
our [2 minute survey](https://gh.io/copilot-coding-agent-survey).
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Signed-off-by: toolated <toolated@toolated.online>
dependabot bot and others added 3 commits February 6, 2026 02:12
Bumps [sympy](https://github.com/sympy/sympy) from 1.12 to 1.14.0.
- [Release notes](https://github.com/sympy/sympy/releases)
- [Commits](sympy/sympy@sympy-1.12...sympy-1.14.0)

---
updated-dependencies:
- dependency-name: sympy
  dependency-version: 1.14.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
Bumps [pydantic](https://github.com/pydantic/pydantic) from 2.5.0 to 2.12.5.
- [Release notes](https://github.com/pydantic/pydantic/releases)
- [Changelog](https://github.com/pydantic/pydantic/blob/main/HISTORY.md)
- [Commits](pydantic/pydantic@v2.5.0...v2.12.5)

---
updated-dependencies:
- dependency-name: pydantic
  dependency-version: 2.12.5
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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