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66ea9621dd
Clears every reference the new G7 lint flags, then makes it blocking so the
class cannot drift back. audit/engineering-agentic-2026-07 marked the
senior-ml-engineer half of this STILL-OPEN.
Deleted rather than updated:
- agent-designer/agent_evaluator.py's _define_cost_benchmarks() held
per-token prices for gpt-4, gpt-3.5-turbo and claude-3 at 2024 rates. The
result was assigned to self.cost_benchmarks and never read by anything, so
the method is gone. Cost analysis uses the cost_usd the caller supplies per
execution log, which is the only figure that can be accurate
Made model-agnostic, following the precedent already set by
senior-prompt-engineer/scripts/prompt_optimizer.py's --price-per-mtok:
- senior-ml-engineer SKILL.md and llm_integration_guide.md drop both 2024
price tables and the context-window table (which claimed GPT-4 = 8,192).
calculate_cost() takes rates as parameters; count_tokens() takes an
encoding name, since encodings outlive model IDs and
encoding_for_model() raises KeyError on anything unmapped
- OpenAIProvider loses its default model, so the caller must pass one
- llm-cost-optimizer's routing table names tiers, not models
Pinned to current IDs where an example genuinely needs one: SKILL_PIPELINE.md
(claude-opus-4-6 -> claude-opus-5), prompt-governance (claude-sonnet-4-5 ->
claude-sonnet-5), agent-designer README. Both dual-publish copies of the CAIO
pricing move together, so G4 stays green.
TEAM_STRUCTURE_GUIDE.md documented `prompt_optimizer.py --model gpt-4 --task
classification`. That contract no longer exists: there is no --task flag and
`prompt` is a required positional. Replaced with a runnable invocation.
Four references stay, with reasons in the allowlist: two litreview examples
where the retired model is the subject of the literature being reviewed, one
dated Computer Use citation, and the embedding benchmark already labelled a
2024 snapshot.
Assisted-by: Claude Code:claude-opus-5
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|---|---|---|
| .. | ||
| .claude-plugin | ||
| .codex | ||
| agent-harness | ||
| agenthub | ||
| autoresearch-agent | ||
| behuman | ||
| caveman | ||
| chaos-engineering | ||
| claude-coach | ||
| code-tour | ||
| collab-proof | ||
| data-quality-auditor | ||
| demo-video | ||
| docker-development | ||
| feature-flags-architect | ||
| grill-me | ||
| grill-with-docs | ||
| handoff | ||
| helm-chart-builder | ||
| karpathy-coder | ||
| kubernetes-operator | ||
| llm-cost-optimizer | ||
| llm-wiki | ||
| minimalist | ||
| prompt-governance | ||
| security-guidance | ||
| skillopt-sleep | ||
| skills | ||
| slo-architect | ||
| statistical-analyst | ||
| strict-api | ||
| terraform-patterns | ||
| universal-scraping-architect | ||
| workflow-builder | ||
| write-a-skill | ||
| zero-hallucination-coder | ||