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Load code-style and task-specific skills, make the change described by the current context, then run post-implementation QA.
Passed 9 of 16 test cases with the skill, and 6 of 16 without it.
and 3 more in the full report
6 fixed6 passed either way8 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
We have completed updating a CLI script. No governing plan file exists. What options must be presented to the user during Step 7?
| Checked | Without skill | With skill |
|---|---|---|
| Presents Full QA, Lighter pass, and Stop options to the user | Missed | Passed |
The instructions your model reads when the skill loads.
Standard implementation flow: load style rules, make the change, run post-implementation QA.
At the start, use update_plan to track each step, restating any remaining steps of a parent workflow alongside them:
$code-style skill$smoke-test skill for UI/UX changes$preview skill for UI/UX changesWorkflow state lives at .turbo/workflows/<slug>.md — slug from the governing plan when one is in context, otherwise the current branch name with non-alphanumerics replaced by hyphens. It pairs one-to-one with the thread's goal. When this run's create_goal attempt succeeds, write the file fresh: Status: active plus this invocation's update_plan list as a checkbox list. When an unfinished goal already exists, mirror into the workflow file its objective names; when it names none, continue without workflow state. Mirror every update_plan call into the file; it holds the pipeline's remaining steps and their statuses. When this run created the goal, run the terminal step in order: mark the final entry completed and mirror it, set Status: closed, mark the goal complete with update_goal, then emit any halt message.
Then attempt create_goal with the objective: "Make this change: . Carry it through Step 7, which runs $finalize unless a lighter pass or stopping is chosen. Workflow state: .turbo/workflows/<slug>.md; mirror every update_plan call into it. Loop state lives under .turbo/loops/. After any context compaction, re-read the workflow file and any active ledger, and continue from the first unfinished entry. Mark this goal complete when Step 7 has finished." If an unfinished goal already exists, an outer workflow owns it; continue without creating one.
$code-style SkillRun the $code-style skill to load existence, reuse, mirror, and symmetry rules before editing.
Scan the work for types that match available skills, matching against the richest context available: a plan's Implementation Steps if a plan is in conversation context, otherwise the user request, a prior skill's task description, or an improvement entry. For each unambiguous match, run the skill by reading and following the installed skill instructions. For example, if the work includes "add a Drizzle migration" and a skill exists whose triggers reference Drizzle migrations, load it. If a work type has no matching skill trigger, do not load a generic skill.
If unsure, do not load.
Apply the change described by the current context — the user request, a prior skill's task description, or an improvement entry. Keep the edit scoped to what the context describes.
When the fix changes how a value is constructed, grep for every other site that constructs it and fix the ones carrying the same defect; treat these siblings as part of the same change. If the scope balloons beyond what the context specified, stop and confirm scope before continuing.
If a Verification section is in conversation context (e.g., from a plan file), execute the commands, smoke checks, or MCP tool invocations it specifies. If a check fails, run the $investigate skill. If a check is blocked by a dependency, unclear requirement, or environmental issue, use request_user_input to surface the blocker and let the user choose how to proceed. If no Verification section is in context, skip this step.
test cases passed, vs 6 / 16 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.