Review Performance (internal)
SkillDev toolsInternal performance review pass of the agentic-workflow review pack — composed in-turn by review-change and product-audit; not a menu entry. Checks the changed paths for algorithmic and resource regressions: N+1s, hot-path allocations, asset weight, and leaks. Findings only; never edits code.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Review Performance (internal) skill
What this skill tells your AI
The instructions your AI receives, as published by gtrabanco/agentic-workflow in skills/review-perf/SKILL.md and read by ahel’s review.
Composed by review-change / product-audit within their conversation — on any
agent, follow this file inline as the routed step. Findings only; never edits,
never refactors.
Scope
The diff or path/glob the caller passes; default the current change vs the default branch. State the scope at the top of the returned table.
Checklist (evaluate EVERY item — none is optional; n/a must be stated)
- ✓ No N+1 query/IO pattern on changed data-access paths (loop bodies issuing queries/requests — cite)
- ✓ Algorithmic complexity of new code paths stated where input can grow (an unbounded O(n²) on user data is a major finding)
- ✓ No blocking IO/sync work added on hot/request paths where the platform is async
- ✓ Resources opened by the change are closed/released on ALL paths including errors (files, connections, subscriptions, timers)
- ✓ No unbounded growth introduced (caches without eviction, arrays that only append, listeners never removed)
- ✓ Web only: bundle/asset impact of the change stated (new dep size, image weight, lazy-loading where the project uses it) — n/a otherwise
- ✓ Repeated computation hoisted where a loop recomputes an invariant (cite)
- ✓ Pagination/limits on any new listing that reads user-scaled data
- ✓ No premature optimization either: complexity added for speed without a cited measurement is a finding (the repo forbids overengineering)
- ✓ Measured evidence when declared — the project's agent guide declares a
Performance commandsblock with abenchcommand AND the diff touches paths its benchmarks cover: RUN the benchmark on the base branch and on the change, and cite both numbers in Evidence as<cmd> → base <x> / change <y> (<±z%>). A regression beyond the noise band (the project's declared band, else ±5%) is a major finding; a delta inside the band is no finding. The declared command failing (non-zero exit) is itself a finding (the gate can't measure) — never silently skipped. - ✓ No declared perf commands → state exactly
n/a — no declared perf commandsfor the item above (never skip it silently), and if the diff adds algorithmic code on input that can grow, add a minor finding recommending the project adopt the tooling viainit-workspace's Performance tooling round.
Materiality bar
Report a row only when a competent user's outcome changes or a rule the project
explicitly declares is violated — cite the rule it violates beside the evidence.
Not findings: comment/punctuation typos, formatting-only drift, style preference
with no cited rule, hypothetical robustness beyond the SPEC's named scenarios.
An empty table with Decision: PASS is the expected result for a well-formed
change — never pad the table.
Return exactly
REVIEW PERF — scope: <scope>
| # | Finding | Sev | Evidence | Suggested fix |
|---|---------|-----|----------|---------------|
| 1 | <what> | critical|major|minor | <file:line — or, for measured findings, `<cmd> → base <x> / change <y> (<±z%>)`> | <smallest action> |
Checklist: <n> evaluated, <n> pass, <n> findings, <n> n/a (<which + why>)
Summary: <1-2 sentences>
Decision: PASS | FAIL
FAIL if any critical or major finding is open; PASS otherwise. Minor findings never block — they route to the caller's triage step.
Done when
- Every checklist item was evaluated with evidence (file:line or command output) or explicitly marked n/a with the reason.
- The fixed-format block above is returned — nothing more, nothing less — and no code was changed.
Signals
- GitHub stars
- 21
- Forks
- 3
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
review-perf- Source
- github.com/gtrabanco/agentic-workflow