Context Intelligence Evaluation Methodology

microsoft/amplifier-bundle-context-intelligence/skills/context-intelligence-evaluation-methodology

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Use when deciding how to measure a context-intelligence tool signal. Covers metric design across quality/efficiency/efficacy axes, artifact-metric avoidance via precursor measurement, A/B and statistical-N discipline, and test-data fidelity.

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SKILL.md62 satır

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Versiyonv1.0.0

YazarMicrosoft

Kategorianalysis

Skill IDmicrosoft/amplifier-bundle-context-intelligence/skills/context-intelligence-evaluation-methodology

İlgili skill'ler

Context Intelligence Derived MetricsUse when a graph query returns structurally-identical rows hiding different intent — many delegations all "none/conversation", look-alike sessions, identical tool calls. Derives an INTERPRETIVE metric by joining a second graph layer onto the blanket shape (flagship: transport × sub-session skill payload = "flavour"). Complements graph-query (READ the graph) by making blanket reads MEAN something.Context Intelligence Eval DesignUse when designing evaluation scenarios for a context-intelligence tool signal. Derives success criteria from domain-concepts.md and produces evaluation-scenarios.md entries plus DTU profile templates.Context Intelligence GdsUse when about to write naive Cypher for a graph-topology question — pathfinding, reachability, centrality/influence, community/clustering, structural similarity, or similar event paths/trajectories (with/without time) — reach for Neo4j GDS or APOC instead of hand-rolling traversals one hop at a time. WHEN/WHY layer; graph-query's "Push Work to the Database" section is the HOW.Context Intelligence Graph QueryUse when querying the context-intelligence property graph for session history, tool call traces, LLM iteration analysis, execution scale metrics, agent delegation trees, skill loading, and recipe orchestration. Covers all graph layers, cross-layer SOURCED_FROM joins, SST navigation, blob handling, and verified Cypher patterns.Context Intelligence Hill ClimbingUse when an investigation needs more than one step — track it in todo as a hill climb so progress and dead leads leave an audit trail. Governs HOW you track the climb, not how you query or extract — that stays in graph-query / session-navigation.Context Intelligence Server Data OpsExact step order, wording, and the "session details" block format for the delete flows the server-data-ops agent drives — delete the current session, clean up every session from the current working directory, find-then-delete a session by description, and delete a session someone else created.