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Jimuelle07/Helm
Route every coding task to the best AI agent on your machine — Claude Code, Codex, Cursor, Gemini CLI, Aider, OpenCode. Installs as a Claude Code plugin, Gemini extension, or Agent Skill.
History
Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.
View weekly changes
skills/helm/SKILL.md
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → d6d031c1a044
No earlier version was observed for comparison.
View on GitHubAdd to my skills
Verified commit d6d031c1a0444bf414447749a88132fb8acd3f50
git clone --filter=blob:none --no-checkout https://github.com/Jimuelle07/Helm.git .hotskills/jimuelle07-helm && git -C .hotskills/jimuelle07-helm checkout --detach d6d031c1a0444bf414447749a88132fb8acd3f50
# Copy each selected skill directory from .hotskills/jimuelle07-helm into .claude/skills/<skill-name>/git clone --filter=blob:none --no-checkout https://github.com/Jimuelle07/Helm.git .hotskills/jimuelle07-helm && git -C .hotskills/jimuelle07-helm checkout --detach d6d031c1a0444bf414447749a88132fb8acd3f50
# Copy each selected skill directory from .hotskills/jimuelle07-helm into .gemini/skills/<skill-name>/17GitHub stars
0stars in 7 days
1skill in this repository
0commits in 30 days
Heat
0.4- Star growth, last 7 daysNot available
- Star growth, last 24 hoursNot available
- Rank movement, last 7 daysNot available
- Commits, last 30 daysNot available
- Accounts asking about it through MCP, last 7 daysNot available
- Hot votes this weekNot available
Heat never changes the order by stars, and sponsorship never touches it. How heat works
Stars over time
30-day change not yet available: not enough history.
Individual skills in this repository
- helm
skills/helm
How it works
helm
When your agent uses it
Routes a coding task to the best AI agent installed on this machine. Probes which agent CLIs are installed AND logged in - Claude Code, Codex, Cursor Agent, Gemini CLI, Aider, OpenCode, GitHub Copilot, Amp, Droid, Crush, Goose, Qwen Code, Ollama and local models - reads CPU/RAM/VRAM, then uses TypeSafe Jev, its required typed decision layer, to choose one, dispatch the task and judge whether the worker finished. Use it for: which model or agent should handle this; what agents or models do I have; is Claude or Codex better for this refactor; delegate, hand off, route, dispatch or orchestrate work across agents, sub-agents or a multi-agent build; can this run on a local model; an agent CLI that is installed but failing to call its model; and before any substantial build where picking the wrong tool is expensive, since an agent cannot see the sibling agents beside it. Not Helm the Kubernetes package manager: never for charts, `helm install`, releases or clusters.
What it loads into context
Frontmatter
324 tokensAlways available to the agent
SKILL.md
4,842 tokensWhen the skill is activated
Reference documents
29,582 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Why this exists
- Setting up Jev (required, once per user)
- The workflow
- Reading the output
- When Jev is unreachable
- Presenting a recommendation
- Adding or correcting an agent
- Further reading
- Three things worth knowing
Scripts executed separately
scripts/dispatch.pyscripts/jev.pyscripts/keystore.pyscripts/probe.pyscripts/route.pyscripts/supervise.pytests/test_auth_faultline.pytests/test_dispatch.pytests/test_jev_live.pytests/test_keystore.pytests/test_router.pytests/test_supervise.py
Files
../../.claude-plugin/marketplace.jsonasset963 bytes../../.claude-plugin/plugin.jsonasset921 bytes.docs/context.mddoc10,971 bytes.docs/idea.mddoc13,072 bytes.docs/machine-profile.example.mddoc1,894 bytes.docs/machine-profile.mddoc3,667 bytes.docs/system-design.mddoc21,277 bytesSKILL.mdcore19,977 bytesSKILL.mdcore19,977 bytesSKILL.mdcore19,977 bytesSKILL.mdcore19,977 bytesSKILL.mdcore19,977 bytesSKILL.mdcore19,977 bytesSKILL.mdcore19,977 bytesreferences/calibration.mddoc8,081 bytesreferences/capability-cards.mddoc10,243 bytesreferences/dispatch-modes.mddoc14,006 bytesreferences/jev-decision-layer.mddoc14,045 bytesreferences/walkthrough.mddoc21,932 bytesscripts/cards/aider.jsonasset3,252 bytesscripts/cards/amp.jsonasset3,074 bytesscripts/cards/claude.jsonasset3,966 bytesscripts/cards/codex.jsonasset3,859 bytesscripts/cards/copilot.jsonasset3,660 bytesscripts/cards/crush.jsonasset3,141 bytesscripts/cards/cursor-agent.jsonasset3,538 bytesscripts/cards/droid.jsonasset3,330 bytesscripts/cards/gemini.jsonasset3,742 bytesscripts/cards/goose.jsonasset3,536 bytesscripts/cards/ollama.jsonasset1,207 bytesscripts/cards/opencode.jsonasset3,812 bytesscripts/cards/qwen.jsonasset2,962 bytesscripts/dispatch.pyruns22,672 bytesscripts/jev.pyruns9,904 bytesscripts/keystore.pyruns7,023 bytesscripts/probe.pyruns35,353 bytesscripts/route.pyruns23,883 bytesscripts/supervise.pyruns34,955 bytestests/test_auth_faultline.pyruns11,266 bytestests/test_dispatch.pyruns25,157 bytestests/test_jev_live.pyruns9,274 bytestests/test_keystore.pyruns9,028 bytestests/test_router.pyruns17,180 bytestests/test_supervise.pyruns25,811 bytes
Read SKILL.md
# Helm
*Taking the helm of the agents already on your machine.*
Built by [Jimuelle Patron](https://github.com/Jimuelle07) · MIT · [github.com/Jimuelle07/Helm](https://github.com/Jimuelle07/Helm)
Helm is an orchestration harness: it inventories the coding agents installed on this
machine (`probe.py`), routes a task to the best one (`route.py`), dispatches it and judges
whether the work actually got done (`supervise.py`). The routing and the judging are done
by **TypeSafe Jev**, a typed decision model — that is what lets the orchestration run on
every task instead of only the expensive ones.
## Why this exists
Skills included
- helm
Repository facts
- License
- MIT
- Created
- Sep 20, 2026
- Last pushed
- Sep 27, 2026
- Forks
- 1
- Open issues
- 1
- Project activity
- Active
Before you install
Network or broad shellAutomated signals, not a guarantee
Checked Nov 4, 2026
Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.
Show 6 notes
skills/helm/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/helm/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/helm/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/helm/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/helm/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/helm/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzed
- No broad tool permissions
- No dangerous shell commands
- 42 network referencesin 8 files: helm/.docs/context.md:90 helm/scripts/jev.py:31 .claude-plugin/plugin.json:6 and 5 more
- No hidden or obfuscated text
- No instruction overrides
- 12 executable scriptsin 12 files: helm/scripts/dispatch.py:1 helm/scripts/jev.py:1 helm/scripts/keystore.py:1 and 9 more
- 170 references to secretsin 27 files: helm/tests/test_keystore.py:32 helm/scripts/keystore.py:7 helm/scripts/jev.py:31 and 24 more
- No requests to vote in Hot
Show all 224 signals by file
.claude-plugin/marketplace.json
.claude-plugin/plugin.json
- Network accessline 6
"author": { "name": "Jimuelle Patron", "url": "https://github.com/Jimuelle07" - Network accessline 7
"name": "Jimuelle Patron", "url": "https://github.com/Jimuelle07" }, - Network accessline 8
"url": "https://github.com/Jimuelle07" - Network accessline 9
}, "homepage": "https://github.com/Jimuelle07/Helm", "repository": "https://github.com/Jimuelle07/Helm", - Network accessline 10
"homepage": "https://github.com/Jimuelle07/Helm", - Network accessline 11
"repository": "https://github.com/Jimuelle07/Helm",
skills/helm/.docs/context.md
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| Item | Value | |---|---| | Endpoint | `POST https://api.typesafe.ai/v1/systemone` | - Network accessline 91
|---|---| | Endpoint | `POST https://api.typesafe.ai/v1/systemone` | | Model list | `GET /v1/models` | - Network accessline 92
| Endpoint | `POST https://api.typesafe.ai/v1/systemone` | - Access to secretsline 94
[Credential-related source omitted] - Network accessline 250
- [Introduction — TypeSafe AI docs](https://docs.typesafe.ai/introduction) - Network accessline 251
- [TypeSafe docs index (llms.txt)](https://docs.typesafe.ai/llms.txt) - Network accessline 252
- [Models — TypeSafe AI docs](https://docs.typesafe.ai/models.md) - Network accessline 253
- [Agent skill — TypeSafe AI docs](https://docs.typesafe.ai/agent-skill.md) - Network accessline 254
- [Building a harness with Jev — LangChain blog](https://www.langchain.com/blog/building-a-harness-with-jev) - Network accessline 255
- [How to Use Jev: a practical guide — DEV](https://dev.to/valyuai/how-to-use-jev-a-practical-guide-to-typesafes-system-one-model-g5e) - Network accessline 256
- [TypeSafe Jev project reference — GitHub gist](https://gist.github.com/pjburnhill/adf8d28efcad9df037bfdece178ef965) - Network accessline 257
- [Introducing System One Models & Jev — TypeSafe blog](https://typesafe.ai/blog/introducing-system-one-models-and-jev) - Network accessline 258
- [TypeSafe AI debuts model for machines that plays Doom — The Register](https://www.theregister.com/ai-and-ml/2026/09/16/typesafe-ai-debuts-model-for-machines-that-plays-doom/5296711)
skills/helm/.docs/idea.md
skills/helm/.docs/system-design.md
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skills/helm/SKILL.md
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metadata: author: Jimuelle Patron homepage: https://github.com/Jimuelle07/Helm - Network accessline 17
author: Jimuelle Patron homepage: https://github.com/Jimuelle07/Helm keywords: - Network accessline 18
homepage: https://github.com/Jimuelle07/Helm - Network accessline 34
Built by [Jimuelle Patron](https://github.com/Jimuelle07) · MIT · [github.com/Jimuelle07/Helm](https://github.com/Jimuelle07/Helm) - Access to secretsline 110
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skills/helm/references/capability-cards.md
skills/helm/references/jev-decision-layer.md
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| Item | Value | |---|---| | Endpoint | `POST https://api.typesafe.ai/v1/systemone` | - Network accessline 182
|---|---| | Endpoint | `POST https://api.typesafe.ai/v1/systemone` | | Auth | `Bearer <key>`, a per-user `apikey_...`, resolved by `keystore.py` | - Network accessline 183
| Endpoint | `POST https://api.typesafe.ai/v1/systemone` | - Access to secretsline 189
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skills/helm/references/walkthrough.md
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Get a key at https://typesafe.ai -- then verify with: python probe.py --check-jev - Access to secretsline 176
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skills/helm/scripts/cards/aider.json
skills/helm/scripts/cards/amp.json
skills/helm/scripts/cards/claude.json
skills/helm/scripts/cards/codex.json
skills/helm/scripts/cards/crush.json
skills/helm/scripts/cards/cursor-agent.json
skills/helm/scripts/cards/droid.json
skills/helm/scripts/cards/gemini.json
skills/helm/scripts/cards/goose.json
skills/helm/scripts/cards/opencode.json
skills/helm/scripts/cards/qwen.json
skills/helm/scripts/dispatch.py
- Executable scriptline 1
#!/usr/bin/env python3
skills/helm/scripts/jev.py
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#!/usr/bin/env python3 - Network accessline 31
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"TYPESAFE_MODELS_ENDPOINT", "https://api.typesafe.ai/v1/models") - Access to secretsline 44
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"questions": {k: _encode_question(q) for k, q in questions.items()}, }).encode("utf-8") req = urllib.request.Request( - Network accessline 162
}).encode("utf-8") req = urllib.request.Request( ENDPOINT, - Network accessline 163
req = urllib.request.Request( - Access to secretsline 167
[Credential-related source omitted] - Network accessline 169
) try: with urllib.request.urlopen(req, timeout=TIMEOUT) as resp: - Network accessline 170
try: with urllib.request.urlopen(req, timeout=TIMEOUT) as resp: got = json.loads(resp.read().decode("utf-8")) - Network accessline 171
with urllib.request.urlopen(req, timeout=TIMEOUT) as resp:
skills/helm/scripts/keystore.py
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Executable file - Access to secretsline 7
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" Get a key at https://typesafe.ai -- then verify with: python probe.py --check-jev", - Access to secretsline 76
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skills/helm/scripts/probe.py
- Executable scriptline 1
#!/usr/bin/env python3 - Access to secretsline 50
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skills/helm/scripts/route.py
skills/helm/scripts/supervise.py
skills/helm/tests/test_auth_faultline.py
- Executable scriptline 1
Executable file
skills/helm/tests/test_dispatch.py
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Executable file
skills/helm/tests/test_jev_live.py
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skills/helm/tests/test_keystore.py
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skills/helm/tests/test_router.py
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skills/helm/tests/test_supervise.py
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How the signals fit together
Facts from a static read of the files at the pinned commit. They describe what the code does, not why.
Some files could not be read; the facts below still hold.
Signal confidence: 184 facts
- Network access in prose of documentationhelm/.docs/context.md:90Low confidence
- Network access in prose of documentationhelm/.docs/context.md:91Low confidence
- Network access in prose of documentationhelm/.docs/context.md:92Low confidence
- Access to secrets in prose of documentation: a variable, placeholder or call, not a stored valuehelm/.docs/context.md:94Low confidence
- Network access in prose of documentationhelm/.docs/context.md:250Low confidence
- Network access in prose of documentationhelm/.docs/context.md:251Low confidence
- Network access in prose of documentationhelm/.docs/context.md:252Low confidence
- Network access in prose of documentationhelm/.docs/context.md:253Low confidence
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- Network access in prose of documentationhelm/.docs/context.md:256Low confidence
- Network access in prose of documentationhelm/.docs/context.md:257Low confidence
- Network access in prose of documentationhelm/.docs/context.md:258Low confidence
- Access to secrets in prose of documentationhelm/.docs/idea.md:111Low confidence
- Access to secrets in prose of documentationhelm/.docs/idea.md:185Low confidence
- Access to secrets in code of documentationhelm/.docs/system-design.md:103Low confidence
- Access to secrets in prose of documentation: a variable, placeholder or call, not a stored valuehelm/.docs/system-design.md:192Low confidence
- Access to secrets in prose of documentationhelm/.docs/system-design.md:291Low confidence
- Access to secrets in prose of documentationhelm/.docs/system-design.md:335Low confidence
- Access to secrets in prose of documentation: reads a credential storehelm/.docs/system-design.md:339Low confidence
- Network access in the frontmatter of the SKILL.mdhelm/SKILL.md:16Low confidence
- Network access in the frontmatter of the SKILL.mdhelm/SKILL.md:17Low confidence
- Network access in the frontmatter of the SKILL.mdhelm/SKILL.md:18Low confidence
- Network access in prose of the SKILL.mdhelm/SKILL.md:34Low confidence
- Access to secrets in prose of the SKILL.mdhelm/SKILL.md:110Low confidence
- Access to secrets in prose of the SKILL.mdhelm/SKILL.md:381Low confidence
- Access to secrets in code of documentationhelm/references/capability-cards.md:27Low confidence
- Access to secrets in code of documentationhelm/references/capability-cards.md:28Low confidence
- Access to secrets in prose of documentationhelm/references/capability-cards.md:199Low confidence
- Access to secrets in prose of documentation: a variable, placeholder or call, not a stored valuehelm/references/jev-decision-layer.md:123Low confidence
- Network access in prose of documentationhelm/references/jev-decision-layer.md:181Low confidence
- Network access in prose of documentationhelm/references/jev-decision-layer.md:182Low confidence
- Network access in prose of documentationhelm/references/jev-decision-layer.md:183Low confidence
- Access to secrets in prose of documentation: a variable, placeholder or call, not a stored valuehelm/references/jev-decision-layer.md:189Low confidence
- Access to secrets in prose of documentation: a variable, placeholder or call, not a stored valuehelm/references/jev-decision-layer.md:194Low confidence
- Network access in code of documentationhelm/references/walkthrough.md:139Low confidence
- Network access in code of documentationhelm/references/walkthrough.md:140Low confidence
- Access to secrets in code of documentationhelm/references/walkthrough.md:140Low confidence
- Network access in code of documentationhelm/references/walkthrough.md:141Low confidence
- Access to secrets in prose of documentationhelm/references/walkthrough.md:176Low confidence
- Executable script in code of a file that runshelm/scripts/dispatch.py:1High confidence
- Executable script in code of a file that runshelm/scripts/jev.py:1High confidence
- Network access in code of a file that runshelm/scripts/jev.py:31High confidence
- Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuehelm/scripts/jev.py:31Low confidence
- Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuehelm/scripts/jev.py:32Low confidence
- Network access in code of a file that runshelm/scripts/jev.py:33High confidence
- Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuehelm/scripts/jev.py:44Low confidence
- Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuehelm/scripts/jev.py:82Low confidence
- Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuehelm/scripts/jev.py:87Low confidence
- Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuehelm/scripts/jev.py:121Low confidence
and 134 more
Works with
| Agent | Status | Evidence | Install to |
|---|---|---|---|
| Claude Code | Native | Manifest .claude-plugin/marketplace.json | .claude/skills/<skill-name>/ |
| Codex | Compatible | Standard SKILL.md skills/helm/SKILL.md | .agents/skills/<skill-name>/ |
| Cursor | Compatible | Standard SKILL.md skills/helm/SKILL.md | .cursor/skills/<skill-name>/ |
| Gemini CLI | Native | Manifest gemini-extension.json | .gemini/skills/<skill-name>/ |
| GitHub Copilot | Compatible | Standard SKILL.md skills/helm/SKILL.md | .github/skills/<skill-name>/ |
| OpenCode | Compatible | Standard SKILL.md skills/helm/SKILL.md | .opencode/skills/<skill-name>/ |
- Native The repository ships a manifest, folder or frontmatter field for this agent.
- Compatible A standard SKILL.md that this agent can read.
- Unknown No evidence either way.
Derived automatically from paths, manifests and frontmatter. Not tested on each agent.
