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⚡ Independently installable TIKAZ Skill

context-benchmark

Measure context preparation across fixed cases.

Workflow group: Context EconomySpecialist Skill

Evidence and core advantages

50versioned public cases30 correctness + 6 efficiency + 14 routing/filtering cases
69.73%long-context reductionestimated tokens on the fixed efficiency profile
+143.93%short-input overheadnegative result remains visible

Fixed public benchmark; tokens are deterministic estimates, not provider billing. Short inputs may grow from protocol overhead. Results are not universal accuracy or cross-project superiority claims. Open the full evidence card →

01

What it owns

Measure context preparation across fixed cases.

02

When to use it

Install and invoke this Skill directly when its named capability is the complete task. Use the suite orchestrator when the outcome crosses multiple capabilities.

03

Install independently

Copy only this Skill folder. No sibling Skill is required. Keep the destination folder identical to the Skill name.
Copy-Item -Recurse -LiteralPath '.\suites\context-economy\context-benchmark' -Destination '.\.agents\skills\context-benchmark'

04

Try it directly

Benchmark this context workflow against the fixed manifest. Report efficiency and protected-fact recall separately, retain failed cases, and label provider-token measurements Pending.

05

Execution contract

The single English execution source owns inputs, outputs, validation, fallback, and limits. User documentation never creates a second executable rule set.Open the execution source ↗

Skills in this group

context-economycontext-packconversation-checkpointcontext-auditcontext-benchmark