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fix: address AI-signatures in code (issue #12)#16

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edithatogo wants to merge 78 commits intoblader:mainfrom
edithatogo:fix/issue-12-ai-signatures
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fix: address AI-signatures in code (issue #12)#16
edithatogo wants to merge 78 commits intoblader:mainfrom
edithatogo:fix/issue-12-ai-signatures

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@edithatogo edithatogo commented Jan 31, 2026

Closes #12.

Adds Pattern #25 to detect and remove AI-generated signatures and redundant comments in code blocks.

Dylan Mordaunt (Illawarra Shoalhaven LHD) added 30 commits January 25, 2026 17:16
Dylan Mordaunt (Illawarra Shoalhaven LHD) added 25 commits January 31, 2026 20:16
Copilot AI review requested due to automatic review settings January 31, 2026 11:47
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Pull request overview

This PR turns the Humanizer skill into a more structured, multi-agent package with professional and standard variants, adds a new “AI signatures in code” pattern, and introduces automation and quality tooling (Python scripts, tests, pre-commit, CI, and Vale styles) around adapters and documentation.

Changes:

  • Add a professional Humanizer variant (SKILL_PROFESSIONAL.md) and modularize the skill content into headers + core patterns used to generate both standard and pro versions.
  • Build out a full adapter ecosystem (Codex CLI, Gemini CLI, Google Antigravity skills/rules/workflows, VS Code, Qwen CLI, GitHub Copilot) plus sync/validate/install scripts in PowerShell and Python, with conductor tracks documenting the workflow.
  • Introduce DevOps/tooling: strict Ruff+Mypy config, pytest with 100% coverage for adapter scripts, pre-commit (including Vale and markdownlint), CI via GitHub Actions, and Vale style packages (Google and Microsoft) to enforce prose quality.

Reviewed changes

Copilot reviewed 163 out of 165 changed files in this pull request and generated 9 comments.

Show a summary per file
File Description
tests/test_validate_adapters.py Unit tests for Python adapter validation CLI and metadata checks.
tests/test_sync_adapters.py Unit tests for Python sync script, including version parsing and logging paths.
tests/test_install_adapters.py Unit tests for Python install script, covering success, missing sources, validation, and failure modes.
tests/init.py Marks the tests package with a brief description.
styles/Microsoft/meta.json Registers Microsoft Vale style feed and version constraint.
styles/Microsoft/Wordiness.yml Microsoft Vale rule to suggest simpler, less wordy phrasing.
styles/Microsoft/We.yml Microsoft Vale rule discouraging first-person plural usage.
styles/Microsoft/Vocab.yml Microsoft Vale rule to flag terms that need verification against the A–Z word list.
styles/Microsoft/Units.yml Microsoft Vale rule enforcing numeric units formatting.
styles/Microsoft/URLFormat.yml Microsoft Vale rule preferring “URL of” over “URL for”.
styles/Microsoft/Terms.yml Microsoft Vale substitutions for preferred Microsoft terminology (e.g., adapter vs adaptor).
styles/Microsoft/Suspended.yml Microsoft Vale rule against suspended hyphen constructions.
styles/Microsoft/Spacing.yml Microsoft Vale rule about sentence spacing around punctuation.
styles/Microsoft/SentenceLength.yml Microsoft Vale rule to warn about long sentences (>30 words).
styles/Microsoft/Semicolon.yml Microsoft Vale suggestion to simplify semicolon-heavy sentences.
styles/Microsoft/RangeTime.yml Microsoft Vale rule to replace dashes in time ranges with “to”.
styles/Microsoft/Quotes.yml Microsoft Vale rule enforcing punctuation placement inside quotes.
styles/Microsoft/Plurals.yml Microsoft Vale rule against “(s)/(es)” optional plurals.
styles/Microsoft/Percentages.yml Microsoft Vale rule to use numeric percentages.
styles/Microsoft/Passive.yml Microsoft Vale rule flagging likely passive constructions.
styles/Microsoft/OxfordComma.yml Microsoft Vale rule suggesting Oxford comma usage.
styles/Microsoft/Ordinal.yml Microsoft Vale rule against “firstly/secondly/thirdly”.
styles/Microsoft/Negative.yml Microsoft Vale rule enforcing en dashes for negative numbers.
styles/Microsoft/Hyphens.yml Microsoft Vale rule discouraging unnecessary hyphens after adverbs.
styles/Microsoft/Headings.yml Microsoft Vale capitalization rule for headings.
styles/Microsoft/HeadingPunctuation.yml Microsoft Vale rule removing end punctuation from headings.
styles/Microsoft/HeadingColons.yml Microsoft Vale rule to capitalize after colons in headings.
styles/Microsoft/HeadingAcronyms.yml Microsoft Vale rule warning about acronyms in headings.
styles/Microsoft/GeneralURL.yml Microsoft Vale rule preferring “address” over “URL” for general audiences.
styles/Microsoft/GenderBias.yml Microsoft Vale substitutions for gender-biased terms.
styles/Microsoft/Gender.yml Microsoft Vale rule disallowing “he/she” and “s/he”.
styles/Microsoft/Foreign.yml Microsoft Vale rule translating Latin abbreviations (e.g., e.g. → “for example”).
styles/Microsoft/FirstPerson.yml Microsoft Vale rule warning on first-person singular usage.
styles/Microsoft/Ellipses.yml Microsoft Vale rule discouraging ellipses.
styles/Microsoft/DateOrder.yml Microsoft Vale rule against numeric-only dates.
styles/Microsoft/DateNumbers.yml Microsoft Vale rule against ordinal dates with month names.
styles/Microsoft/DateFormat.yml Microsoft Vale rule enforcing a standard date format.
styles/Microsoft/Dashes.yml Microsoft Vale rule about spacing around em/en dashes.
styles/Microsoft/Contractions.yml Microsoft Vale substitutions encouraging contractions.
styles/Microsoft/Avoid.yml Microsoft Vale rule banning specific disfavored terms.
styles/Microsoft/Auto.yml Microsoft Vale rule discouraging hyphenated “auto-” forms.
styles/Microsoft/Adverbs.yml Microsoft Vale rule warning on often-unnecessary adverbs.
styles/Microsoft/Acronyms.yml Microsoft Vale conditional rule enforcing acronym definitions.
styles/Microsoft/Accessibility.yml Microsoft Vale rule around disability-inclusive language.
styles/Microsoft/AMPM.yml Microsoft Vale rule enforcing spacing and capitalization for AM/PM.
styles/Google/vocab.txt Placeholder vocabulary file to support Google Vale styles.
styles/Google/meta.json Registers Google Vale style feed and version constraint.
styles/Google/WordList.yml Google Vale substitutions aligning terms with the Google word list.
styles/Google/Will.yml Google Vale rule discouraging “will”.
styles/Google/We.yml Google Vale rule discouraging first-person plural.
styles/Google/Units.yml Google Vale rule enforcing spacing between numbers and units.
styles/Google/Spelling.yml Google Vale rule favoring US spellings.
styles/Google/Spacing.yml Google Vale rule enforcing one-space sentence spacing.
styles/Google/Slang.yml Google Vale rule banning slang abbreviations (tl;dr, imo, etc.).
styles/Google/Semicolons.yml Google Vale guidance on semicolon usage.
styles/Google/Ranges.yml Google Vale rule about phrasing numeric ranges.
styles/Google/Quotes.yml Google Vale rule for punctuation inside quotes.
styles/Google/Periods.yml Google Vale rule against dotted acronyms.
styles/Google/Passive.yml Google Vale rule discouraging passive voice.
styles/Google/Parens.yml Google Vale suggestion to limit parentheses.
styles/Google/OxfordComma.yml Google Vale suggestion to use Oxford commas.
styles/Google/Ordinal.yml Google Vale rule about ordinal numbers.
styles/Google/OptionalPlurals.yml Google Vale rule against optional “(s)” plurals.
styles/Google/LyHyphens.yml Google Vale rule against adverb-based hyphenations.
styles/Google/Latin.yml Google Vale substitutions for Latin abbreviations.
styles/Google/Headings.yml Google Vale capitalization rules for headings.
styles/Google/HeadingPunctuation.yml Google Vale rule against trailing periods in headings.
styles/Google/GenderBias.yml Google Vale substitutions for gender-biased terms.
styles/Google/Gender.yml Google Vale rule against certain gendered pronoun forms.
styles/Google/FirstPerson.yml Google Vale rule discouraging first-person singular.
styles/Google/Exclamation.yml Google Vale rule removing exclamation marks.
styles/Google/EmDash.yml Google Vale rule removing spaces around dashes.
styles/Google/Ellipses.yml Google Vale rule discouraging ellipses.
styles/Google/DateFormat.yml Google Vale acceptable date format rules.
styles/Google/Contractions.yml Google Vale suggestions encouraging contractions.
styles/Google/Colons.yml Google Vale rules around capitalization after colons.
styles/Google/Acronyms.yml Google Vale conditional rule for acronym definitions.
styles/Google/AMPM.yml Google Vale AM/PM formatting rules.
src/pro_header.md Frontmatter and header text for the professional Humanizer variant.
src/human_header.md Frontmatter and header text for the standard Humanizer variant.
src/core_patterns.md Shared core AI-writing patterns (including new Pattern #25 for code) used by both variants.
src/core_frontmatter.yaml Shared allowed-tools frontmatter fragment for both skills.
scripts/validate_adapters.py Python CLI to validate adapter metadata against the canonical skill file.
scripts/validate-adapters.ps1 PowerShell script to validate all adapter files and their metadata.
scripts/validate-adapters.cmd Windows wrapper to run the PowerShell adapter validator.
scripts/sync_adapters.py Python sync script to propagate version/date and content to selected adapters.
scripts/sync-adapters.ps1 PowerShell script to compile skills from src/ and sync all adapter metadata.
scripts/sync-adapters.cmd Windows wrapper to run the PowerShell sync script.
scripts/install_adapters.py Python installer script to validate and copy adapters into user/workspace locations.
scripts/install-adapters.ps1 PowerShell installer for all adapters with optional validation.
scripts/install-adapters.cmd Windows wrapper to run the PowerShell installer.
scripts/init.py Package marker for the scripts module.
pyproject.toml Project metadata plus Ruff, Mypy, pytest, and coverage configuration (100% threshold).
pr11.json Snapshot of a previous PR’s metadata for conductor/history.
conductor/workflow.md Detailed conductor workflow describing task/phase lifecycle, verification, and checkpointing.
conductor/tracks/universal-automated-adapters_20260131/spec.md Spec for automating adapter sync/validate/install across environments.
conductor/tracks/universal-automated-adapters_20260131/plan.md Plan for the universal automated adapters track (phases and tasks).
conductor/tracks/universal-automated-adapters_20260131/metadata.json Metadata for the universal automated adapters track (currently marked planned).
conductor/tracks/humanizer-adapters_20260125/spec.md Spec for initial multi-agent adapter build around SKILL.md.
conductor/tracks/humanizer-adapters_20260125/plan.md Plan for multi-agent adapter work, including checkpoints.
conductor/tracks/humanizer-adapters_20260125/metadata.json Metadata for the original adapters track (archived).
conductor/tracks/humanizer-adapters_20260125/inventory.md Inventory of target environments and adapter formats.
conductor/tracks/humanizer-adapters_20260125/adapter-metadata.md Shared adapter metadata contract documentation.
conductor/tracks/humanizer-adapters_20260125/adapter-core.md Shared adapter instruction core text.
conductor/tracks/gemini-extension_20260131/spec.md Spec for the Gemini CLI Humanizer extension.
conductor/tracks/gemini-extension_20260131/requirements.md Summarized Gemini extension requirements.
conductor/tracks/gemini-extension_20260131/plan.md Plan and checkpoints for Gemini extension implementation.
conductor/tracks/gemini-extension_20260131/metadata.json Metadata for the Gemini extension track (in progress).
conductor/tracks/gemini-extension_20260131/metadata-contract.md Notes on reusing adapter metadata contract for the extension.
conductor/tracks/gemini-extension_20260131/layout.md Chosen folder/layout for the Gemini extension.
conductor/tracks/gemini-extension_20260131/implementation.md Implementation notes for Gemini extension artifacts.
conductor/tracks/devops-quality_20260131/spec.md Spec for DevOps and quality engineering (linting, tests, CI).
conductor/tracks/devops-quality_20260131/plan.md Plan and checkpoints for DevOps/quality work (Python tooling, CI).
conductor/tracks/devops-quality_20260131/metadata.json Metadata for the DevOps track (archived).
conductor/tracks/antigravity-skills_20260131/spec.md Spec for the Antigravity skill adapter.
conductor/tracks/antigravity-skills_20260131/plan.md Plan for Antigravity skill packaging.
conductor/tracks/antigravity-skills_20260131/metadata.json Metadata for the Antigravity skill track.
conductor/tracks/antigravity-rules-workflows_20260131/spec.md Spec for Antigravity rules/workflows guidance.
conductor/tracks/antigravity-rules-workflows_20260131/plan.md Plan for Antigravity rule/workflow templates.
conductor/tracks/antigravity-rules-workflows_20260131/metadata.json Metadata for the Antigravity rules/workflows track.
conductor/tracks/adapters-expansion_20260131/spec.md Spec to expand adapters to Qwen CLI and Copilot.
conductor/tracks/adapters-expansion_20260131/plan.md Plan for Qwen/Copilot adapter expansion.
conductor/tracks/adapters-expansion_20260131/metadata.json Metadata for adapters expansion track (currently planned).
conductor/tracks.md Top-level registry listing all tracks and their archived status.
conductor/tech-stack.md Tech stack summary for the Humanizer multi-agent project.
conductor/setup_state.json Conductor setup state marker.
conductor/product.md Product-level overview and goals for Humanizer as a multi-agent skill pack.
conductor/product-guidelines.md Product guidelines for Humanizer behavior (voice-matching, constraints).
conductor/code_styleguides/typescript.md Summary of Google TypeScript style rules.
conductor/code_styleguides/javascript.md Summary of Google JavaScript style rules.
conductor/code_styleguides/general.md General cross-language code style principles.
adapters/vscode/humanizer.code-snippets Workspace VS Code snippet for injecting Humanizer instructions.
adapters/gemini-extension/gemini-extension.json Manifest for the Gemini CLI Humanizer extension.
adapters/gemini-extension/commands/humanizer/humanize.toml Saved Gemini CLI command prompt to run the Humanizer.
adapters/gemini-extension/GEMINI_PRO.md Gemini extension context file for the pro Humanizer variant with metadata.
adapters/antigravity-skill/README.md README for the Antigravity Humanizer skill adapter.
adapters/antigravity-rules-workflows/workflows/humanize.md Antigravity workflow template for humanizing text.
adapters/antigravity-rules-workflows/rules/humanizer.md Antigravity rule template to avoid AI-ish patterns.
adapters/VERSIONING.md Documentation for adapter versioning and last_synced semantics.
WARP.md Updated WARP guidance including small formatting tweaks.
SKILL_PROFESSIONAL.md Canonical professional Humanizer skill file assembled from src/.
SKILL.md Canonical standard Humanizer skill, updated for pattern #25 and minor formatting.
README.md Expanded README with multi-agent usage, sync/validate/install instructions, and pro variant.
AGENTS.md Codex CLI adapter file containing adapter metadata and core instructions.
.vscode/humanizer.code-snippets Checked-in VS Code snippet copy for the repo workspace.
.vale.ini Vale configuration enabling Google and Microsoft style packages.
.pre-commit-config.yaml Pre-commit hooks for Vale, Ruff, Mypy, markdownlint, and basic hygiene checks.
.markdownlint.yaml Markdownlint configuration tuning specific rules.
.gitignore Ignore rules for Python caches, coverage, and OS cruft.
.github/workflows/ci.yml CI workflow running pre-commit and pytest (with coverage) on PRs/pushes.
.agent/workflows/humanize.md Example Antigravity workflow checked into .agent.
.agent/skills/humanizer/SKILL_PROFESSIONAL.md Checked-in Antigravity skill copy for the pro variant with adapter metadata.
.agent/skills/humanizer/README.md Antigravity skill README mirrored under .agent.
.agent/rules/humanizer.md Checked-in example Antigravity Humanizer rule under .agent/rules.

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Comment on lines 77 to 85
adapters = [
"AGENTS.md",
"adapters/gemini-extension/GEMINI.md",
"adapters/vscode/HUMANIZER.md",
"adapters/antigravity-skill/SKILL.md",
"adapters/antigravity-rules-workflows/README.md",
"adapters/qwen-cli/QWEN.md",
"adapters/copilot/COPILOT.md",
]
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The adapter list here only validates a subset of adapters (e.g., it omits SKILL_PROFESSIONAL.md, adapters/gemini-extension/GEMINI_PRO.md, and the committed .agent skill copies), while scripts/validate-adapters.ps1 validates a broader set. This divergence means Python-based validation (including install_adapters.py) can pass even when some adapters are out of sync, which undermines the "single source of truth" drift-control intent; consider centralizing the adapter inventory so the Python and PowerShell validators check the same set.

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Comment on lines 20 to 26
- name: Install dependencies
run: |
python -m pip install --upgrade pip
python -m pip install pytest pytest-cov ruff mypy pre-commit

- name: Run pre-commit
run: pre-commit run --all-files
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This workflow runs pre-commit run --all-files, and the configured hooks include a local vale hook with language: system, but the CI setup does not install the vale binary. On a fresh ubuntu-latest runner this will cause the pre-commit step to fail with a missing command error; you likely need to add an explicit installation step for Vale (or drop the system-level hook from CI) so the pipeline is reliable.

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Comment on lines 1 to 5
{
"track_id": "adapters-expansion_20260131",
"name": "Expand Humanizer adapters to Qwen CLI and Copilot",
"status": "planned",
"created_at": "2026-01-31"
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This track metadata still marks the status as "planned", but conductor/tracks.md lists "Expand Humanizer adapters to Qwen CLI and Copilot" under Archived Tracks. To keep the Conductor metadata consistent, consider updating the status field here to "archived" (or otherwise match the state recorded in conductor/tracks.md).

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Comment on lines 91 to 115
# Define paths
root = Path(__file__).parent.parent
adapters = root / "adapters"

# 1. Antigravity Skill
sync_antigravity_skill(
source_path, adapters / "antigravity-skill" / "SKILL.md", version, today
)

# 2. Gemini Extension
update_metadata(adapters / "gemini-extension" / "GEMINI.md", version, today)

# 3. Antigravity Rules Metadata
update_metadata(
adapters / "antigravity-rules-workflows" / "README.md", version, today
)

# 4. Qwen CLI Metadata
update_metadata(adapters / "qwen-cli" / "QWEN.md", version, today)

# 5. Copilot Metadata
update_metadata(adapters / "copilot" / "COPILOT.md", version, today)

# 6. VS Code Metadata
update_metadata(adapters / "vscode" / "HUMANIZER.md", version, today)
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The Python sync script only updates a subset of adapters (Antigravity SKILL, Gemini standard GEMINI.md, Antigravity rules README, Qwen, Copilot, VS Code), whereas scripts/sync-adapters.ps1 also compiles both standard and professional skills and syncs additional adapter variants. Given the docstring and the DevOps track goal of porting the PowerShell sync behavior to Python, this mismatch can cause drift between the two sync paths; consider centralizing the adapter list so both scripts update the same set of artifacts.

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Comment on lines 81 to 84
version = get_skill_version(source_path)
except (FileNotFoundError, ValueError) as e:
logger.error("Error: %s", e) # noqa: TRY400
return
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In the error handling for get_skill_version, the script logs the error but then returns from main() without setting a non-zero exit code. For a CLI-style sync script this makes failures (missing or malformed SKILL.md) indistinguishable from success to callers or CI tooling; consider calling sys.exit(1) here (as in validate_adapters.main) so automated workflows can detect and fail on sync errors.

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Comment on lines 70 to 91
# 3. Google Antigravity (Workspace)
adapters = root / "adapters"
install_file(
adapters / "antigravity-skill" / "SKILL.md",
root / ".agent" / "skills" / "humanizer",
"SKILL.md",
)
install_file(
adapters / "antigravity-skill" / "README.md",
root / ".agent" / "skills" / "humanizer",
"README.md",
)
install_file(
adapters / "antigravity-rules-workflows" / "rules" / "humanizer.md",
root / ".agent" / "rules",
"humanizer.md",
)
install_file(
adapters / "antigravity-rules-workflows" / "workflows" / "humanize.md",
root / ".agent" / "workflows",
"humanize.md",
)
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The installation script only installs the standard Antigravity skill (SKILL.md) and omits the professional variant (SKILL_PROFESSIONAL.md), even though the PowerShell installer handles both. This inconsistency between the PowerShell and Python installers can lead to surprising behavior for users who expect the "Universal Installation" path to provision both standard and professional Antigravity skills; consider adding an install step for the pro skill here to keep the installers aligned.

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AGENTS.md Outdated
Comment on lines 19 to 26
- **Standard** ([SKILL.md](file:///c:/Users/60217257/repos/humanizer/SKILL.md)): Focuses on "Personality and Soul". Best for blogs, creative writing, and emails.
- **Pro** ([SKILL_PROFESSIONAL.md](file:///c:/Users/60217257/repos/humanizer/SKILL_PROFESSIONAL.md)): Focuses on "Voice and Craft". Best for technical specs, reports, and professional newsletters.

## Core Instructions

You are the Humanizer editor.

Primary instructions: follow the canonical rules in [SKILL.md](file:///c:/Users/60217257/repos/humanizer/SKILL.md) or [SKILL_PROFESSIONAL.md](file:///c:/Users/60217257/repos/humanizer/SKILL_PROFESSIONAL.md).
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These links hard-code an absolute Windows path (file:///c:/Users/60217257/repos/humanizer/...), which will be invalid for most users and also exposes a local username. For portability and cleanliness, consider switching these to relative links within the repo (or plain filenames) so the adapter instructions work across environments without leaking local paths.

Suggested change
- **Standard** ([SKILL.md](file:///c:/Users/60217257/repos/humanizer/SKILL.md)): Focuses on "Personality and Soul". Best for blogs, creative writing, and emails.
- **Pro** ([SKILL_PROFESSIONAL.md](file:///c:/Users/60217257/repos/humanizer/SKILL_PROFESSIONAL.md)): Focuses on "Voice and Craft". Best for technical specs, reports, and professional newsletters.
## Core Instructions
You are the Humanizer editor.
Primary instructions: follow the canonical rules in [SKILL.md](file:///c:/Users/60217257/repos/humanizer/SKILL.md) or [SKILL_PROFESSIONAL.md](file:///c:/Users/60217257/repos/humanizer/SKILL_PROFESSIONAL.md).
- **Standard** ([SKILL.md](./SKILL.md)): Focuses on "Personality and Soul". Best for blogs, creative writing, and emails.
- **Pro** ([SKILL_PROFESSIONAL.md](./SKILL_PROFESSIONAL.md)): Focuses on "Voice and Craft". Best for technical specs, reports, and professional newsletters.
## Core Instructions
You are the Humanizer editor.
Primary instructions: follow the canonical rules in [SKILL.md](./SKILL.md) or [SKILL_PROFESSIONAL.md](./SKILL_PROFESSIONAL.md).

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Comment on lines 5 to 11
- [x] Task: Create `pyproject.toml` with strict Ruff and Mypy configurations (ea776e6)
- [x] Task: Port `sync-adapters.ps1` to `scripts/sync_adapters.py` (c493aef)
- [x] Task: Port `validate-adapters.ps1` to `scripts/validate_adapters.py` (2c382aa)
- [x] Task: Port `install-adapters.ps1` to `scripts/install_adapters.py` (13225d5)
- [x] Task: Conductor - Agent Verification 'Phase 1: Python Migration & Infrastructure' (799280f)
- [ ] Task: Port `install-adapters.ps1` to `scripts/install_adapters.py`
- [ ] Task: Conductor - Agent Verification 'Phase 1: Python Migration & Infrastructure'
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Phase 1 lists the "Port install-adapters.ps1 to scripts/install_adapters.py" and corresponding Conductor verification tasks twice (once as completed and again as pending). This duplication makes the plan misleading about the current state of the work; consider removing the duplicated unchecked tasks or updating their status so each task appears only once with the correct completion state.

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Comment on lines 1 to 5
{
"track_id": "universal-automated-adapters_20260131",
"name": "Universal Automated Adapters",
"status": "planned",
"created_at": "2026-01-31"
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This track metadata still marks the status as "planned", but conductor/tracks.md lists "Universal Automated Adapters" under Archived Tracks. To avoid confusion about whether this track is still active, consider updating the status here to "archived" (or otherwise aligning it with the top-level tracks registry).

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[Discussion] Solved the headache of managing skills across different AI frameworks

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