\n>

Original Issue

\n> \n> ```text\n> Topic GUID: 00b2db58-c807-5679-bf50-47102e4d4090\n> \n> ## Why\n> Pinned LLM dependencies exist (`tools/requirements-llm.txt`) and pip caching snippets exist, but the highest-volume workflows still install floating LangChain packages at runtime. This keeps drift risk and slows cold starts in the most important loops.\n> \n> ## Scope\n> Update the real workflows (not only snippets) to install from pinned requirements and add pip caching keyed by the requirements hash:\n> - `.github/workflows/agents-auto-pilot.yml`\n> - `.github/workflows/reusable-agents-verifier.yml`\n> \n> ## Non-Goals\n> This does not migrate the repo to a new packaging tool (Poetry/uv/etc.).\n> This does not change workflow trigger logic or pipeline state transitions.\n> \n> ## Tasks\n> - [ ] Update `.github/workflows/agents-auto-pilot.yml` to install LLM deps via `pip install -r tools/requirements-llm.txt` (remove unpinned `pip install langchain ...` lines).\n> - [ ] Add a pip cache step to `.github/workflows/agents-auto-pilot.yml` using `actions/cache@v4` keyed by `${{ hashFiles('tools/requirements-llm.txt') }}` and Python version.\n> - [ ] Update `.github/workflows/reusable-agents-verifier.yml` to install LLM deps via the pinned file from the checked-out Workflows lib (`pip install -r .workflows-lib/tools/requirements-llm.txt`) for evaluate/compare modes.\n> - [ ] Add a pip cache step to `.github/workflows/reusable-agents-verifier.yml` keyed by `${{ hashFiles('.workflows-lib/tools/requirements-llm.txt') }}` and Python version.\n> - [ ] Add a lightweight repo test that fails if these workflows contain floating installs for langchain packages or omit the pinned requirements install line.\n> - [ ] Ensure any existing snippet validation tests remain consistent with the updated workflows.\n> \n> ## Acceptance Criteria\n> - [ ] `agents-auto-pilot.yml` installs LLM deps from `tools/requirements-llm.txt` and does not contain unpinned `pip install langchain*` runtime installs.\n> - [ ] `reusable-agents-verifier.yml` installs LLM deps from `.workflows-lib/tools/requirements-llm.txt` for evaluate/compare modes.\n> - [ ] Both workflows include a pip cache step keyed by the pinned requirements file hash.\n> - [ ] A unit test enforces the pinned-install + cache requirement for these workflows.\n> \n> ## Implementation Notes\n> Primary files:\n> - `.github/workflows/agents-auto-pilot.yml`\n> - `.github/workflows/reusable-agents-verifier.yml`\n> - `tools/requirements-llm.txt`\n> - `tests/` (add a static workflow scan test)\n> \n> Reference snippets already exist (align implementation with them where possible):\n> - `docs/workflow-snippets/pip-cache-step.yml`\n> - `docs/workflow-snippets/agents-auto-pilot-install.yml`\n> \n> ---\n> Synced by [workflow run](https://github.com/stranske/Workflows/actions/runs/21856531839).\n> ```\n>

\n> \n> ## Deferred Tasks (Requires Human)\n> \n> - [ ] Update `.github/workflows/agents-auto-pilot.yml` to install LLM deps via `pip install -r tools/requirements-llm.txt` and remove any unpinned `pip install langchain*` runtime install lines. (AGENT_LIMITATIONS states 'Cannot modify .github/workflows/*.yml (protected)'. This workflow file is in a protected directory. | Create a pull request with the proposed changes to agents-auto-pilot.yml, including detailed comments explaining the modifications, for human review and merge.)\n> - [ ] Add an `actions/cache@v4` pip cache step to `.github/workflows/agents-auto-pilot.yml` keyed by `${{ hashFiles('tools/requirements-llm.txt') }}` and Python version. (AGENT_LIMITATIONS states 'Cannot modify .github/workflows/*.yml (protected)'. This workflow file is in a protected directory. | Create a pull request with the proposed cache step configuration for agents-auto-pilot.yml, referencing the existing snippet in docs/workflow-snippets/pip-cache-step.yml as a template.)\n> - [ ] Update `.github/workflows/reusable-agents-verifier.yml` to install LLM deps (for evaluate/compare modes) via `pip install -r .workflows-lib/tools/requirements-llm.txt` and remove any unpinned `pip install langchain*` runtime install lines for those modes. (AGENT_LIMITATIONS states 'Cannot modify .github/workflows/*.yml (protected)'. This workflow file is in a protected directory. | Create a pull request with the proposed changes to reusable-agents-verifier.yml for evaluate and compare modes, with clear documentation of which sections were modified.)\n> - [ ] Add an `actions/cache@v4` pip cache step to `.github/workflows/reusable-agents-verifier.yml` keyed by `${{ hashFiles('.workflows-lib/tools/requirements-llm.txt') }}` and Python version. (AGENT_LIMITATIONS states 'Cannot modify .github/workflows/*.yml (protected)'. This workflow file is in a protected directory. | Create a pull request with the proposed cache step configuration for reusable-agents-verifier.yml, ensuring the cache key correctly references the .workflows-lib path.)\n\n—\nPR created automatically to engage Codex.","base_ref","head_ref","pull_request_info",[2258],{"_2210":57,"_57":2259},"\nCodex Worker activated for branch `codex/issue-1437`.\n\n@codex start\n\nAutomated belt worker prepared this PR. Please continue implementing the requested 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