Agentic Keychain

Find where something is implemented

Locate the files, classes and functions that implement a feature or symbol in a repository without reading the whole tree.

The problem

Finding the definition of a feature or symbol in a large repository by reading files costs many tool calls, and plain text search returns many unrelated matches.

Doing it without a skill

Grep for the symbol or feature words, open the matching files, and follow imports until the implementation is found.

Skills for this task

SkillPriceAvailabilityEvidenceDecision
Repo CartographerUSD 5.00 one-timecheckout for this capability is not configured yetKEYCHAIN TESTED on claude-sonnet-5 (30 paired runs)not recommended on the current evidence

Ordered by: offered now (not restricted, deprecated or revoked); strongest registry evidence label; lower 95% bound of the measured saving per run; capability id.

Repo Cartographer is not recommended on the current evidence, whatever your baseline.

Return on the price

Break-even runs: how many runs it takes for the measured saving per run to pay back the price once, on the registry's benchmark tasks. The saving is taken at the lower bound of its 95% interval. Your own return depends on what one run costs you now; resolve_task and evaluate_capability compute it for your task.

SkillModels measuredBreak-even runs at its price
Repo Cartographerclaude-sonnet-5claude-sonnet-5: not shown: success is not shown at least as good

Machine-readable: JSON, Markdown