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Get Started Free →Discover and choose the right Kandev agent skill for a task. Use when starting a session, when the user asks which skill applies, when work spans multiple phases, or when existing skill references need to be mapped to this repo's actual skills.
.claude/skills/kdlbs-using-agent-skills/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | 54% | 0% |
| case-03 | ✗→✓ | ▲ Improved | -2% | 0% |
| case-01 | ✗→✓ | ▲ Improved | -25% | 0% |
| case-04 | ✗→✓ | ▲ Improved | 14% | 0% |
| case-05 | ✗→✓ | ▲ Improved | 95% | 0% |
Use this as the routing map for Kandev's local skills. Prefer the repo's existing skills over importing adjacent upstream names.
textTask arrives | |-- Need to clarify intent first? ----------> /interview-me |-- Create/change/fix/publish Kandev plugin? -> /create-kandev-plugin plus /fix or /tdd as needed |-- New feature or behavior-changing fix? --> /spec-driven-development |-- Bug regression? ------------------------> /fix -> repair spec -> fix plan/tasks -> /tdd |-- Running/debugging Kandev locally? ------> /debug |-- Need focused context setup? ------------> /context-engineering |-- Code change with test coverage? --------> /tdd |-- Browser/E2E coverage? ------------------> /e2e |-- Seed isolated product demo data? -------> /product-demo-seeding |-- Record landing/product media? ----------> /product-demo-seeding -> /product-video-capture (always in that order) |-- Frontend/UI change? --------------------> /mobile-parity plus /e2e as needed |-- High-impact security boundary/concern? -> pause for a strong-model review per /planner-orchestration |-- Test strategy or coverage gaps? --------> /tdd or /e2e in the current conversation |-- Add debug logs? ------------------------> /debug |-- Add Jira/Linear-style integration? -----> /add-integration |-- Add/roll out/promote/graduate/remove a runtime feature flag or release toggle? -> /runtime-feature-flags |-- Validate implementation? ----------------> /tdd plus exact task-defined tests/E2E |-- Need local QA/review/simplification? ----> only on explicit user request or PR finding |-- Improve skills/agents/commands? --------> /harness-improvement |-- Record decisions/spec changes? ---------> /record |-- Public docs impact? --------------------> /docs-maintainer |-- Commit/push/PR? ------------------------> /commit -> /push or /pr `-- Release/versioning? --------------------> /release
When runtime-flag work also matches new behavior or validation, compose /runtime-feature-flags with /spec-driven-development and /tdd as needed. Use the smallest covering set and state the order.
user-facing flows. The two PR AI reviewers provide semantic review after PR creation; do not add broad local gates by default.
plan, and task files as the user-controlled handoff when switching models.
/product-demo-seeding before /product-video-capture, even when a prior seed or capture exists. Re-prove current origin/main, disposable runtime/data, and teardown; never capture a developer instance or database./commit, /push, and /pr workflows, the repositoryPR template, and .github/AGENTS.md are authoritative for publication. External github:yeet is transport fallback only and must still use the local template and checklist; never replace them with a hand-composed body.
When adapting external skill references, map them to Kandev skills:
test-driven-development -> /tddspec-driven-development -> /spec-driven-developmentplanning-and-task-breakdown -> /planincremental-implementation -> /spec-driven-development or /tdddebugging-and-error-recovery -> /debug or /fixbrowser-testing-with-devtools -> /playwright-cli and /e2ecode-review-and-quality -> /code-reviewsecurity-auditor -> user-requested strong-model design review under/planner-orchestration
test-engineer -> /tdd or /e2ecode-simplification -> /simplifygit-workflow-and-versioning -> /commit, /push, /prdocumentation-and-adrs -> /recordharness-improvement -> /harness-improvementobservability-and-instrumentation -> /debugshipping-and-launch -> /pr, /push, /releasefrontend-ui-engineering -> /mobile-parity, /e2e, and frontend guidance in apps/web/AGENTS.mdapi-and-interface-design -> scoped backend/frontend AGENTS.md plus /spec for public contractssource-driven-development -> use official docs or primary sources, then follow the relevant implementation skilldoubt-driven-development -> direct design challenge inside/spec-driven-development; use /code-review or /qa only on explicit user request or PR/CI remediation
Do not reference upstream skills that are not installed unless you are explicitly importing or adapting them.
Other measured skills in the registry, with their headline benchmark lift.