fstandhartinger/model-market-comparison/select-benchmarkheaven-workers
Claude Code and agent skill by fstandhartinger/model-market-comparison
- community
Checking that the SKILL.md file is still in the repository.
Choose currently qualified free or cheap workers for Benchmark Heaven collection and independent source review. Use for this repository's daily refresh and gauntlet tasks.
Install
npx vskill@latest install fstandhartinger/model-market-comparison/select-benchmarkheaven-workersSKILL.md
From the Benchmark Heaven repository (Sandy: /opt/model-market-comparison), run:
The picker fetches the current OpenRouter catalog and joins data/dataset.json. Qualification requires AA Intelligence Index >=34, conservatively across matched variants. Explicit OpenRouter IDs are preferred; exact family/organization fallback is labelled. Dated model IDs are never guessed. A missing price is not a free model; missing AA scores and known-answer smoke success never qualify unattended work.
Choose the cheapest qualified model within the task's configured price ceiling. Record actual execution identities and .meta.json receipts, not just requested IDs. Use a critic from a different vendor family than every artifact producer:
Replace the producer placeholder with actual receipt IDs. --file embeds contents; the completion transport cannot browse or read paths in a prompt. Supply source contents, locators, timestamps/hashes and explicit coverage IDs. Follow ops/rebuild-2026-09/GAUNTLET.md: malformed output, incomplete coverage and missing source evidence are failed reviews. At most three rounds; retain prior dated data or quarantine candidates that cannot be verified. Never treat the round limit as a pass.
The routine daily job uses the tracked ops/daily/ orchestrator. Astra is an explicit escalation path for repeated failures, not a daily worker. Any Codex escalation must unset API-key/base-URL overrides and verify ChatGPT subscription authentication.
For unattended work, set BH_WORKER_MAX_PRICE_PER_1M=4. The runner rechecks both input and output prices against the live catalog even when a model ID is pinned. If no qualified distinct-family critic fits the ceiling, keep the prior snapshot and record a failed review. Do not lower the AA threshold or raise the price cap implicitly.
The daily ceiling is $4/M per direction to allow a qualified fallback when the two cheapest families time out. Choose the cheapest first; unavailable-models.jsonl records failures and excludes those exact model IDs for the rest of that run. The next run starts with a new live catalog. Set BH_WORKER_REASONING_EFFORT=low; daily data work keeps reasoning enabled. The transport's optional reasoning-disable switch is not the daily setting. Every receipt records the effective choice and returned charges. A model that cannot complete the actual source task is not viable merely because it passed the AA eligibility gate.
Security
- Security scanPassed, 90 of 100Pattern checks on the skill's files.
- Model reviewPassed
Quality evaluation
- Task evaluationNot runNo evaluation yet. Run one in Skill Studio.
Source
- SKILL.md in the repositoryCheckingops/rebuild-2026-09/skills/select-benchmarkheaven-workers/SKILL.md
Popularity
- Repository stars
- 22
- Repository forks
- 6
- 7-day trend score
- 0
Stars and forks are for the whole GitHub repository, not this skill alone. Not refreshed yet.
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