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
- senior-prompt-engineer: rebuilt on the new-gen pattern; 2023-era cheatsheet
dropped; scripts made model-agnostic and rot-proof (user-supplied pricing,
no hardcoded model/cost tables); 5 workflows with executable exit-code
gates; zero stale model names remain
- senior-security: 445 -> 64 lines; owns only its unique STRIDE/DREAD value
with exact CLIs; 10-row lane table routes everything the v2.2 security
suite covers (all paths verified)
- engineering-team docs: all dead computer:/// links repointed to live
skills/ folders; all 14 stale .zip archives deleted (0 references remain;
folders are the canonical distribution)
- universal-scraping-architect: placeholder cs-scraping-architect agent and
cs-scrape command rewritten with verified CLIs, refusal gates, and the
empirically-confirmed validate_extraction.py exit-code contract
Gates at HEAD: check_paths 0 findings; check_dual_publish 0 drifted;
smoke 582/582; counters match; 78 manifests OK; compileall clean.
https://claude.ai/code/session_019AJddAL1NADWMXsy1qNPQF
