api-load-tester
Skill378 starsChanged 52 days agoMITView on GitHub
Load tests API endpoints with progressive concurrency. Measures response times, error rates, throughput, and identifies breaking points. Generates a detailed report with latency percentiles, throughput curves, bottleneck analysis, and optimization recommendations.
- Installs packages
In this repository229 other files it gives its agents.
- accessibility-auditorSkill
- agent-armySkill
- agent-eval-harnessSkill
- agent-swarm-deployerSkill
- agent-team-builderSkill
- agent-to-agentSkill
- ai-coding-guardrailsSkill
- ai-readiness-assessmentSkill
- animateSkill
- api-documentation-writerSkill
- api-endpoint-scaffolderSkill
- athlete-social-media-managerSkill
- before-you-buildSkill
- bi-measure-builderSkill
- board-deck-generatorSkill
- bookkeeping-closeSkill
- bracket-predictorSkill
- brand-consistency-checkerSkill
- brand-voice-analyzerSkill
- browser-test-loopSkill
- budget-optimizerSkill
- cash-flow-forecasterSkill
- champion-identifierSkill
- churn-autopsySkill
- claude-design-criticSkill
- claude-design-system-architectSkill
- claude-landing-composerSkill
- claude-md-writerSkill
- client-health-dashboardSkill
- client-proposal-generatorSkill
- code-review-proSkill
- cold-email-sequence-generatorSkill
- color-palette-extractorSkill
- commercial-lease-analyzerSkill
- company-announcement-writerSkill
- competitor-content-analyzerSkill
- competitor-intel-agentSkill
- competitor-price-trackerSkill
- compliance-checkerSkill
- contact-hunterSkill
- content-repurposerSkill
- context-budgetSkill
- contract-analyzerSkill
- contract-redlinerSkill
- conversation-archaeologistSkill
- cowork-calendar-defragSkill
- cowork-contract-renewal-radarSkill
- cowork-data-room-builderSkill
- cowork-deal-roomSkill
- cowork-expense-auditSkill
- cowork-folder-organizerSkill
- cowork-hiring-screenerSkill
- cowork-home-inventorySkill
- cowork-inbox-triageSkill
- cowork-invoice-chaserSkill
- cowork-medical-bill-auditorSkill
- cowork-qbr-builderSkill
- cowork-rfp-responseSkill
- cowork-sop-writerSkill
- cowork-tax-prep-organizerSkill
- The first 60 shown.
The file
We split this skill into the rules it gives an agent
2 rules. About 0 are common, 1 is distinctive, and 1 is very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈1
Distinctive · estimate
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 29
Follow these steps in order.
- Very specific: line 41
Generate the report: Write api-load-report.md to the current working directory following references/output-template.md exactly, including …
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
API Load Tester
Stress-test HTTP endpoints under increasing load, identify breaking points, and produce a report with actionable recommendations.
Contents
references/tool-commands.md-- tool invocations (hey/wrk/ab/curl), default concurrency stages, per-stage data to capture.references/metrics-interpretation.md-- latency, throughput, error, breaking-point, and bottleneck classification.references/output-template.md-- exact structure forapi-load-report.md, including ASCII charts and scaling table.references/rules-and-examples.md-- safety rules, error handling, and example invocations.
Inputs
Collect from the user. Ask before proceeding if a required input is missing.
Required: endpoint URL(s) (with method, headers, body as needed); expected latency thresholds. Default thresholds if unspecified: p50 < 100ms, p95 < 300ms, p99 < 1000ms.
Optional: concurrent users or range (default ramp 1 to 100); authentication; request payloads; custom headers; test duration (default 10s per stage); ramp pattern (default step ramp, doubling each stage); success criteria (default 2xx); known rate limits; environment label (prod/staging/dev).
Workflow
Follow these steps in order.
- Select a tool. Check in priority order:
which hey,which wrk,which ab,which curl. If none of hey/wrk/ab exist, install hey (brew install heyon macOS,go install github.com/rakyll/hey@lateston Linux with Go) or fall back to curl with bash background processes andwait. Verify with a single trivial request against a provided endpoint; diagnose connectivity or auth before continuing. - Validate endpoints. Send one request per endpoint with the specified method, headers, auth, and body. Confirm the status matches the success criteria and record baseline single-request latency. On failure, surface the error and ask whether to skip or fix.
- Design the test plan. Build progressive concurrency stages (see
references/tool-commands.mdfor the default progression), trimming or extending to the user's concurrency range. Define per-endpoint method, URL, headers, body, success codes, and timeout (default 30s). Print the plan for review before executing. - Execute stages. For each endpoint, run every concurrency stage sequentially with the selected tool, waiting 2 seconds between stages. Capture and store the per-stage metrics. See
references/tool-commands.mdfor commands, request-count formula, and the metrics list. - Interpret metrics. Compute latency percentiles and profile, throughput curve and ceiling, error rates and onset, the breaking point, and the bottleneck classification. See
references/metrics-interpretation.md. - Generate the report. Write
api-load-report.mdto the current working directory followingreferences/output-template.mdexactly, including ASCII throughput and latency charts. - Post-report actions. Print a 3-5 line summary to the console, state the report path, explicitly highlight any critical issues, and offer to re-run specific stages with different parameters.
Rules
Apply the safety rules, error handling, and example invocations in references/rules-and-examples.md. Key constraints: never load-test production without explicit confirmation, only test GET by default, mask auth tokens, respect 429 rate limits, count timeouts as failures, and never extrapolate beyond tested ranges.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

