UKGovernmentBEIS

UKGovernmentBEIS/inspect_evals

Skill Claude Code

Crawl repository PRs, issues, and review comments to distill institutional knowledge into a shared knowledge base. Run periodically by "context agents" to maintain agentartefacts/repocontext/REPOCONTEXT.md. Trigger only on specific request.

UKGovernmentBEIS/inspect_evals

Skill Claude Code

Use Inspect Scout to analyze agent trajectories from evaluation log files. Runs default and custom scanners to detect external failures, formatting issues, reward hacking, and ethical refusals. Use when user asks to check/analyze agent trajectories. Trigger when the user asks you to run the "Check Agent Trajectories"…

UKGovernmentBEIS/inspect_evals

Skill Claude Code needs its repo

CI and GitHub Actions maintenance workflows — fix a failing test from a CI URL, fix a failing smoke test, add @pytest.mark.slow markers to slow tests, or review a PR against agent-checkable standards. Use when user asks to fix a failing test, fix a smoke test, mark slow tests, or review a PR. Trigger when the user…

UKGovernmentBEIS/inspect_evals

Skill Claude Code

Fix code quality issues identified in a code quality review stored in agentartefacts/codequality/ /. Systematically addresses issues found by the code-quality-review-all skill for ANY code quality topic, with validation and testing at each step. Use when user asks to fix issues from a code quality review, or asks to…

UKGovernmentBEIS/inspect_evals

Skill Claude Code

Review all evaluations in the repository against a single code quality standard. Checks ALL evals against ONE standard for periodic quality reviews. Use when user asks to review/audit/check all evaluations for a specific topic or standard. Do NOT use for reviewing a single eval (use eval-quality-workflow instead) or…

UKGovernmentBEIS/inspect_evals

Skill Claude Code

Redirect to the inspect-evals-template for creating new evaluations. New evals are no longer created in this repository — they live in standalone repos. Use when user asks to create/implement/build a new evaluation.

UKGovernmentBEIS/inspect_evals

Skill Claude Code

Ensure test coverage for a single evaluation - both reviewing existing tests and creating missing ones. Analyzes testable components, checks tests against repository conventions, reports coverage gaps, and creates or improves tests. Use when user asks to check/review/create/add/ensure tests for an eval. Use whenever…

UKGovernmentBEIS/inspect_evals

Skill Claude Code

Fix or review a single evaluation against all EVALUATIONCHECKLIST.md standards. Use "fix" mode to refactor an eval into compliance, or "review" mode to assess compliance without making changes. Use when user asks to fix, review, or check an evaluation's quality. Trigger when the user asks you to run the "Fix An…

UKGovernmentBEIS/inspect_evals

Skill Claude Code needs its repo

Create an evaluation report for a README by selecting models, estimating costs, running evaluations, and formatting results tables. Use when user asks to make/create/generate an evaluation report. Trigger when the user asks you to run the "Make An Evaluation Report" workflow.

UKGovernmentBEIS/inspect_evals

Skill Claude Code

Review a single evaluation's validity — whether its claims hold up, whether its name is accurate, whether samples can be both succeeded and failed at, and whether scoring measures ground truth. Use when user asks to check validity of an eval, or as part of the Master Checklist workflow. Do NOT use for code quality or…

UKGovernmentBEIS/inspect_evals

Skill Claude Code

Generate asset-actions.yaml from ASSETS.yaml by classifying assets into priority tiers. Use when the user asks to regenerate, update, or refresh the asset actions.

UKGovernmentBEIS/inspect_evals

Skill Claude Code

Investigate datasets from HuggingFace, CSV, or JSON files to understand their structure, fields, and data quality. Trigger whenever you need to explore or inspect a dataset yourself without using pre-written scripts.

UKGovernmentBEIS/inspect_evals

Skill Claude Code

Prepare a new release of inspectevals by creating a release branch, collecting changelog fragments, and opening a PR. Use when user asks to cut/prepare/create a new release or version bump.

UKGovernmentBEIS/inspect_evals

Skill Claude Code

Prepare an evaluation for PR submission as an entry to the register. Use when user asks to prepare an eval for submission or finalize a PR. Trigger when the user asks you to run the "Prepare Evaluation For Submission" workflow.

UKGovernmentBEIS/inspect_evals

Skill Claude Code

View and analyse Inspect evaluation log files using the Python API. Trigger whenever you need to look at a .eval file yourself without using pre-written scripts.

UKGovernmentBEIS/inspect_evals

Skill Claude Code

Audit a third-party Inspect AI evaluation for security risks before running it locally. Decide whether the eval is safe by checking for malicious host-side code, externally-fetched files that aren't quality-controlled, sandbox-breakout instructions, weak sandbox configuration, supply-chain hazards, credential…

UKGovernmentBEIS/inspect_evals

Skill Claude Code

Write an Architectural Decision Record (ADR) to document a significant design choice. Use when user asks to write/create/document an ADR, or to record an architectural decision.

UKGovernmentBEIS/inspect_evals

Skill Claude Code

Use when reviewing, verifying, or triaging a PR or proposed fix that changes a scorer, a metric, an answer-extraction or verdict-parsing path, or code that consumes a grader model's output. Also use when asked whether a scoring fix is safe to merge or whether reported numbers will move. Do NOT use for reviewing a…