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docs(skills): add local-development skill for contributor onboarding#539
jonel-richardson wants to merge 6 commits intoplastic-labs:mainfrom
jonel-richardson:docs/local-development-skill-v2

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@jonel-richardson jonel-richardson commented Apr 9, 2026

docs(skills): add local-development skill for contributor onboarding

Closes #407

What this adds

A new Claude Code skill at .claude/skills/local-development/SKILL.md that guides contributors through setting up and running Honcho locally. The skill activates when contributors ask things like "Help me set up Honcho locally", "How do I run the deriver?", "My database connection isn't working", or "How do I run the tests?"

What the skill covers

  • Prerequisites: Python 3.10+, uv 0.5.0+, Docker, Git
  • Environment setup: cloning, dependency install, .env configuration with correct credentials and all required vars
  • Database and Redis startup via Docker Compose
  • Running the API server and deriver as separate processes, with /health endpoint verification
  • Development tasks: tests (Python and TypeScript SDK), linting, pre-commit hooks, migrations
  • Contributing conventions: branch naming, commit format, code style, PR process
  • Platform-specific notes for macOS, Linux, Windows (PowerShell and Git Bash), and WSL2
  • Troubleshooting for the most common failure points: DB connection, missing API keys, Redis, port conflicts, migration errors, pre-commit hook failures

Testing

Tested with Claude Code against the actual repo files. All four trigger phrases from the issue verified:

Trigger Verdict
"Help me set up Honcho locally" ✅ PASS
"How do I run the deriver?" ✅ PASS
"My database connection isn't working" ✅ PASS
"How do I run the tests?" ✅ PASS

19/19 env vars in the .env example block verified line-by-line against .env.template. All commands verified against CLAUDE.md, docker-compose.yml.example, pyproject.toml, and src/main.py.

Notes

This PR supersedes my earlier draft (docs/local-development-skill) and is rebased on main after #510 merged. The env config block reflects the new OpenAI-compatible provider defaults introduced in #510.

@ajspig

Summary by CodeRabbit

  • Documentation

    • Added a comprehensive local development runbook covering prerequisites, repo setup, env-var configuration, starting local infrastructure and services, database migrations, running the API and background workers, testing, lint/format/type-check commands, contribution conventions, platform-specific notes, troubleshooting, and quick-reference commands.
  • Chores

    • Updated ignore patterns to exclude local CLI/settings files.

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coderabbitai Bot commented Apr 9, 2026

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Walkthrough

Added a new local-development skill document at .claude/skills/local-development/SKILL.md that documents end-to-end Honcho local setup and workflows, and updated .gitignore to ignore local Claude settings.

Changes

Cohort / File(s) Summary
Developer Skill Documentation
/.claude/skills/local-development/SKILL.md
New comprehensive runbook covering prerequisites, cloning, uv dependency install, venv activation per platform, .env setup and required variables, DB options (Docker Compose or external Supabase), Alembic migrations, starting FastAPI and deriver processes, testing, lint/type checks, pre-commit, contributing conventions, platform-specific notes, troubleshooting, and quick-reference commands.
Git Configuration
.gitignore
Added /.claude/settings.local.json to ignore local Claude settings files.

Sequence Diagram(s)

(omitted — changes are documentation and config only)

Estimated code review effort

🎯 2 (Simple) | ⏱️ ~10 minutes

Possibly related PRs

  • Abigail/dev 1242 #269 — Related changes to local development docs/config and database/migration/run instructions.

Suggested reviewers

  • VVoruganti

Poem

🐰 I hopped through guides with nimble cheer,
Step-by-step Honcho now is clear.
Env set, migrations, servers run,
Derivers hum — the work's begun.
Carrots for code, and joy for devs. 🥕

🚥 Pre-merge checks | ✅ 5
✅ Passed checks (5 passed)
Check name Status Explanation
Description Check ✅ Passed Check skipped - CodeRabbit’s high-level summary is enabled.
Title check ✅ Passed The title accurately summarizes the main change: adding a local-development skill documentation for contributor onboarding.
Linked Issues check ✅ Passed The PR comprehensively addresses all requirements from issue #407: environment setup with uv and .env configuration, running Honcho (API server, deriver, migrations), development tasks (tests, pre-commit, migrations), troubleshooting guidance, and example trigger phrases.
Out of Scope Changes check ✅ Passed All changes are scoped to the stated objectives: the SKILL.md documentation file directly addresses issue #407, and the .gitignore update supports the skill by preventing local Claude settings from being tracked.
Docstring Coverage ✅ Passed No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.

✏️ Tip: You can configure your own custom pre-merge checks in the settings.

✨ Finishing Touches
🧪 Generate unit tests (beta)
  • Create PR with unit tests

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Actionable comments posted: 3

🧹 Nitpick comments (1)
.claude/skills/local-development/SKILL.md (1)

83-121: Consider clarifying the minimal required environment variables.

The .env section lists many variables but could be clearer about the absolute minimum needed to get started. While the comment on line 82 says "Required variables," the list includes many optional ones (commented alternatives, thinking budgets, etc.).

📝 Suggested clarification

Consider adding a subsection structure:

**Minimal required variables for local development:**

```env
DB_CONNECTION_URI=postgresql+psycopg://postgres:postgres@localhost:5432/postgres
LLM_OPENAI_COMPATIBLE_BASE_URL=https://openrouter.ai/api/v1
LLM_OPENAI_COMPATIBLE_API_KEY=your-api-key-here
DERIVER_MODEL=google/gemini-2.5-flash
AUTH_USE_AUTH=false

Additional configuration (see .env.template for all options):

  • Per-subsystem provider/model overrides
  • Direct vendor keys (alternatives to custom endpoint)
  • Dialectic levels configuration
  • Thinking budget tokens

</details>

<details>
<summary>🤖 Prompt for AI Agents</summary>

Verify each finding against the current code and only fix it if needed.

In @.claude/skills/local-development/SKILL.md around lines 83 - 121, Add a clear
"Minimal required variables for local development" subsection under the existing
"Required variables" block that lists only the absolute essentials (reference
the variables DB_CONNECTION_URI, LLM_OPENAI_COMPATIBLE_BASE_URL,
LLM_OPENAI_COMPATIBLE_API_KEY, a default DERIVER_MODEL value, and
AUTH_USE_AUTH=false as an example), then add a one-line pointer to the full
.env.template for all optional settings (per-subsystem provider/model overrides,
direct vendor keys, dialectic levels, thinking budgets) so readers can
distinguish minimal vs. optional configuration.


</details>

</blockquote></details>

</blockquote></details>

<details>
<summary>🤖 Prompt for all review comments with AI agents</summary>

Verify each finding against the current code and only fix it if needed.

Inline comments:
In @.claude/settings.local.json:

  • Around line 4-7: Update the Bash permission entries in
    .claude/settings.local.json so they reference the actual files under
    examples/zo/tools/ instead of bare filenames, and remove the non-existent
    setup.py entry; specifically replace the "Bash(python -m py_compile
    save_memory.py)", "Bash(python -m py_compile query_memory.py)", and "Bash(python
    -m py_compile get_context.py)" entries with calls that use the full paths to
    examples/zo/tools/save_memory.py, examples/zo/tools/query_memory.py, and
    examples/zo/tools/get_context.py respectively, and delete the "Bash(python -m
    py_compile setup.py)" line (or add a real setup.py if that file is intended to
    exist).

In @.claude/skills/local-development/SKILL.md:

  • Line 27: Update the uv version requirement in the prerequisites entry that
    currently reads "uv: 0.4.9+" to match the actual minimum required version
    0.5.0 (as referenced in README.md); locate the "uv" bullet in
    .claude/skills/local-development/SKILL.md and change the displayed minimum from
    0.4.9+ to 0.5.0 and ensure the installation instructions remain unchanged.
  • Line 249: Remove the stray instruction "uv add --dev pre-commit" from the
    documentation (the line in SKILL.md that currently contains that exact command)
    because pre-commit is already declared in pyproject.toml; simply delete that
    line and adjust surrounding text/numbering if needed so the instructions flow
    correctly.

Nitpick comments:
In @.claude/skills/local-development/SKILL.md:

  • Around line 83-121: Add a clear "Minimal required variables for local
    development" subsection under the existing "Required variables" block that lists
    only the absolute essentials (reference the variables DB_CONNECTION_URI,
    LLM_OPENAI_COMPATIBLE_BASE_URL, LLM_OPENAI_COMPATIBLE_API_KEY, a default
    DERIVER_MODEL value, and AUTH_USE_AUTH=false as an example), then add a one-line
    pointer to the full .env.template for all optional settings (per-subsystem
    provider/model overrides, direct vendor keys, dialectic levels, thinking
    budgets) so readers can distinguish minimal vs. optional configuration.

</details>

<details>
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Fix all unresolved CodeRabbit comments on this PR:

- [ ] <!-- {"checkboxId": "4b0d0e0a-96d7-4f10-b296-3a18ea78f0b9"} --> Push a commit to this branch (recommended)
- [ ] <!-- {"checkboxId": "ff5b1114-7d8c-49e6-8ac1-43f82af23a33"} --> Create a new PR with the fixes

</details>

---

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<summary>📥 Commits</summary>

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* `.claude/settings.local.json`
* `.claude/skills/local-development/SKILL.md`

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Comment thread .claude/settings.local.json Outdated
Comment on lines +4 to +7
"Bash(python -m py_compile setup.py)",
"Bash(python -m py_compile save_memory.py)",
"Bash(python -m py_compile query_memory.py)",
"Bash(python -m py_compile get_context.py)",
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⚠️ Potential issue | 🔴 Critical

🧩 Analysis chain

🏁 Script executed:

#!/bin/bash
# Description: Locate the Python files referenced in permissions

fd -t f "^(setup\.py|save_memory\.py|query_memory\.py|get_context\.py)$"

Repository: plastic-labs/honcho

Length of output: 198


🏁 Script executed:

#!/bin/bash
# Find setup.py anywhere in repo
fd -t f "setup\.py$"

# Read the settings.local.json file to see full context
echo "=== Contents of .claude/settings.local.json ==="
cat ".claude/settings.local.json" 2>/dev/null || echo "File not found"

Repository: plastic-labs/honcho

Length of output: 394


🏁 Script executed:

#!/bin/bash
# More thorough search for setup.py
echo "=== Searching for setup.py ==="
fd "setup" --type f

echo ""
echo "=== Checking repo root ==="
ls -la setup.py 2>&1 || echo "setup.py not at repo root"

echo ""
echo "=== Git tracking status ==="
git ls-files | grep -E "(setup|get_context|save_memory|query_memory)" | sort

Repository: plastic-labs/honcho

Length of output: 478


Update paths and remove non-existent file reference.

The permissions reference bare filenames that will fail from the repository root. Additionally, setup.py does not exist in the repository.

For the three files that exist in examples/zo/tools/, add the full paths:

-      "Bash(python -m py_compile setup.py)",
-      "Bash(python -m py_compile save_memory.py)",
-      "Bash(python -m py_compile query_memory.py)",
-      "Bash(python -m py_compile get_context.py)",
+      "Bash(python -m py_compile examples/zo/tools/save_memory.py)",
+      "Bash(python -m py_compile examples/zo/tools/query_memory.py)",
+      "Bash(python -m py_compile examples/zo/tools/get_context.py)",

Remove the setup.py entry entirely or create the file if it should exist.

📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
"Bash(python -m py_compile setup.py)",
"Bash(python -m py_compile save_memory.py)",
"Bash(python -m py_compile query_memory.py)",
"Bash(python -m py_compile get_context.py)",
"Bash(python -m py_compile examples/zo/tools/save_memory.py)",
"Bash(python -m py_compile examples/zo/tools/query_memory.py)",
"Bash(python -m py_compile examples/zo/tools/get_context.py)",
🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In @.claude/settings.local.json around lines 4 - 7, Update the Bash permission
entries in .claude/settings.local.json so they reference the actual files under
examples/zo/tools/ instead of bare filenames, and remove the non-existent
setup.py entry; specifically replace the "Bash(python -m py_compile
save_memory.py)", "Bash(python -m py_compile query_memory.py)", and "Bash(python
-m py_compile get_context.py)" entries with calls that use the full paths to
examples/zo/tools/save_memory.py, examples/zo/tools/query_memory.py, and
examples/zo/tools/get_context.py respectively, and delete the "Bash(python -m
py_compile setup.py)" line (or add a real setup.py if that file is intended to
exist).

Comment thread .claude/skills/local-development/SKILL.md Outdated
Comment thread .claude/skills/local-development/SKILL.md Outdated
@jonel-richardson
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Thanks for the thorough review!

settings.local.json removed from tracking and added to .gitignore
uv minimum updated to 0.5.0+
Removed redundant uv add --dev pre-commit — it's already in pyproject.toml

All three addressed in the latest push.

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Actionable comments posted: 1

🤖 Prompt for all review comments with AI agents
Verify each finding against the current code and only fix it if needed.

Inline comments:
In @.claude/skills/local-development/SKILL.md:
- Line 4: The allowed-tools entry in SKILL.md is too restrictive and prevents
contributors from running required CLI steps (git, curl, and general
troubleshooting shell commands); update the allowed-tools value on the line
containing "allowed-tools:" to include the necessary tools (e.g., add
Bash(git:*), Bash(curl:*), and a more general Bash(sh:* or bash:*) or specific
troubleshooting commands) so the documented workflow can run clone/pull, health
checks, and debugging commands; keep the existing uv/docker/cp/alembic entries
and only expand the list to include these additional Bash tool tokens.
🪄 Autofix (Beta)

Fix all unresolved CodeRabbit comments on this PR:

  • Push a commit to this branch (recommended)
  • Create a new PR with the fixes

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Configuration used: Organization UI

Review profile: CHILL

Plan: Pro

Run ID: 34f92db3-4cbe-4fe6-ba8c-dffa03687f45

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Reviewing files that changed from the base of the PR and between 6cd1beb and 5142d1e.

📒 Files selected for processing (2)
  • .claude/skills/local-development/SKILL.md
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Comment thread .claude/skills/local-development/SKILL.md Outdated
@jonel-richardson
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Good catch — updated allowed-tools to include git, curl, lsof, kill, netstat, and taskkill so the full documented workflow can execute.

@jonel-richardson
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All CodeRabbit feedback addressed. Ready for maintainer review whenever you get a chance!

@ajspig

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ajspig commented Apr 14, 2026

Thanks for opening this! In the future, keep the same work on the same PR. Just update your old one instead of opening a new PR. By keeping the same PR it helps keep reviewer history consistent and orderly.

I asked for you to "confirm the skill actually works by running through it with your AI of choice and sharing the output. " #509 (comment)

This PR is blocked waiting for this.

@jonel-richardson jonel-richardson force-pushed the docs/local-development-skill-v2 branch from e7ab13a to 583c532 Compare April 14, 2026 22:29
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Actionable comments posted: 2

🧹 Nitpick comments (1)
.claude/skills/local-development/SKILL.md (1)

246-253: Use a shell-agnostic pre-commit install command.

The multiline backslash continuation is bash-specific. A single-line command is safer for copy/paste across macOS/Linux/Windows shells.

Suggested doc fix
 ```bash
-uv run pre-commit install \
-    --hook-type pre-commit \
-    --hook-type commit-msg \
-    --hook-type pre-push
+uv run pre-commit install --hook-type pre-commit --hook-type commit-msg --hook-type pre-push
</details>

<details>
<summary>🤖 Prompt for AI Agents</summary>

Verify each finding against the current code and only fix it if needed.

In @.claude/skills/local-development/SKILL.md around lines 246 - 253, The
documented install command for pre-commit uses a bash-specific backslash line
continuation; replace the multiline form with a single-line invocation of the
same command so it’s shell-agnostic: update the example that calls "uv run
pre-commit install" and the repeated "--hook-type" flags to be on one line
(i.e., "uv run pre-commit install --hook-type pre-commit --hook-type commit-msg
--hook-type pre-push") to ensure it copies and runs correctly across
macOS/Linux/Windows shells.


</details>

</blockquote></details>

</blockquote></details>

<details>
<summary>🤖 Prompt for all review comments with AI agents</summary>

Verify each finding against the current code and only fix it if needed.

Inline comments:
In @.claude/skills/local-development/SKILL.md:

  • Around line 24-30: The Prerequisites section is missing Bun, which is required
    by the later "bun run tsc --noEmit" step; update the "Prerequisites" list to add
    Bun (minimum version) and a brief install line so contributors know to install
    it before running the TypeScript SDK type-check step. Reference the
    "Prerequisites" heading and the "bun run tsc --noEmit" command when adding the
    Bun entry and include a recommended install command or link and a minimum
    supported version.
  • Line 4: The allowed-tools block named "allowed-tools" currently omits sudo and
    xcode-select while the SKILL.md code blocks run those commands; either add the
    missing executables to the allowlist (e.g., include sudo and xcode-select
    entries) or annotate the relevant code blocks as manual/non-executable so the
    agent won't attempt to run them; update the "allowed-tools" block and the
    corresponding code block headings in SKILL.md (search for the code fences that
    show sudo and xcode-select) to keep the documentation and execution policy
    consistent.

Nitpick comments:
In @.claude/skills/local-development/SKILL.md:

  • Around line 246-253: The documented install command for pre-commit uses a
    bash-specific backslash line continuation; replace the multiline form with a
    single-line invocation of the same command so it’s shell-agnostic: update the
    example that calls "uv run pre-commit install" and the repeated "--hook-type"
    flags to be on one line (i.e., "uv run pre-commit install --hook-type pre-commit
    --hook-type commit-msg --hook-type pre-push") to ensure it copies and runs
    correctly across macOS/Linux/Windows shells.

</details>

<details>
<summary>🪄 Autofix (Beta)</summary>

Fix all unresolved CodeRabbit comments on this PR:

- [ ] <!-- {"checkboxId": "4b0d0e0a-96d7-4f10-b296-3a18ea78f0b9"} --> Push a commit to this branch (recommended)
- [ ] <!-- {"checkboxId": "ff5b1114-7d8c-49e6-8ac1-43f82af23a33"} --> Create a new PR with the fixes

</details>

---

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**Review profile**: CHILL

**Plan**: Pro

**Run ID**: `f0743cc7-8076-46ad-bd2c-b9c43f1cdfac`

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* `.claude/skills/local-development/SKILL.md`
* `.gitignore`

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* .gitignore

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Comment thread .claude/skills/local-development/SKILL.md
Comment thread .claude/skills/local-development/SKILL.md
@jonel-richardson
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jonel-richardson commented Apr 15, 2026

Testing output: skill verified with Claude Code in WSL2

Ran through the skill end-to-end on a local machine using Claude Code as the AI. Environment: WSL2 (Ubuntu) on Windows, Docker Desktop with WSL2 integration, Python 3.11, uv 0.11.6.

Setup steps completed:

  • uv sync — clean
  • .env configured with OpenRouter endpoint + openai/gpt-4o-mini
  • docker compose up -d database redis — both containers healthy
  • uv run alembic upgrade head — all migrations applied
  • uv run fastapi dev src/main.py — server started, curl http://localhost:8000/health returned {"status":"ok"}
  • uv run python -m src.deriver — deriver running, polling for tasks

Trigger phrase results (Claude Code):

Trigger | Result -- | -- "Help me set up Honcho locally" | ✅ Detected running environment, listed next steps, warned about dialectic level config "How do I run the deriver?" | ✅ Correct command + Redis/DB/API key requirements "My database connection isn't working" | ✅ 8-step troubleshooting sequence including WSL2 Docker check "How do I run the tests?" | ✅ pytest commands + TypeScript SDK note about bun test

Gaps found and fixed in this push:

  1. .env block was missing THINKING_BUDGET_TOKENS and MAX_TOOL_ITERATIONS for all five dialectic levels. Without them, both alembic and fastapi crash with 10 Pydantic validation errors. Updated the skill to instruct contributors to uncomment all DIALECTIC_LEVELS__* lines.
  2. Only DIALECTIC_LEVELS__medium__* was shown. Now references all five levels (minimal, low, medium, high, max) with all four required fields.
  3. No warning that Windows native is unsupported. Honcho imports fcntl (Unix-only). Added a callout that WSL2 is required for Windows users.
  4. CodeRabbit feedback addressed: added Bun to prerequisites, marked sudo/xcode-select blocks as manual steps, flattened pre-commit install to one line.

@ajspig

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Actionable comments posted: 1

🤖 Prompt for all review comments with AI agents
Verify each finding against the current code and only fix it if needed.

Inline comments:
In @.claude/skills/local-development/SKILL.md:
- Around line 151-152: Update every occurrence of the docker compose command and
references that use the service name "database" to use the actual service name
"postgres" instead; search for the exact string "docker compose up -d database
redis" and other mentions of the service token "database" (notably the
occurrences indicated at the review: lines around 154, 397, 408, 537-538,
544-545, 559) and replace them with "docker compose up -d postgres redis" (and
update any explanatory text that names the service to say "postgres" instead of
"database") so the docs match the compose file service names.
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Fix all unresolved CodeRabbit comments on this PR:

  • Push a commit to this branch (recommended)
  • Create a new PR with the fixes

ℹ️ Review info
⚙️ Run configuration

Configuration used: Organization UI

Review profile: CHILL

Plan: Pro

Run ID: 1d56e011-f03b-4cd9-975b-64a27c587073

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📒 Files selected for processing (1)
  • .claude/skills/local-development/SKILL.md

Comment thread .claude/skills/local-development/SKILL.md
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ajspig commented Apr 28, 2026

Thanks for the contribution @jonel-richardson! We're closing this out. The skill overlaps heavily with our existing CLAUDE.md and we'd rather keep one source of truth than maintain two that drift apart. We've closed #407 as well.

@ajspig ajspig closed this Apr 28, 2026
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[Feature] Skill for Local Honcho Development

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