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microsoft/amplifier-bundle-context-intelligence

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skills collected
12
GitHub stars
5
GitHub forks
7

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Skills in this repository

Showing 12 of 12 collected skills.

occupation
Office Clerks, General
description

Retrieve the prior user and assistant conversation verbatim from the current Context Intelligence capture, or named sessions. Use when a user asks to replay, quote, review, or act on a transcript.

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occupation
Software Developers
description

Use 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…

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occupation
Network & Computer Systems Administrators
description

Exact 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…

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occupation
Network & Computer Systems Administrators
description

Use when local Amplifier session files are missing, broken, or incomplete — rebuilds events.jsonl, transcript.jsonl, and metadata.json from the context-intelligence graph server.

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occupation
Software Developers
description

Use when asked how a workflow is failing, what separates a successful run from a failing one, which steps are the most common failure points, or what patterns recur across sessions — analyses failure/success patterns and signals across many runs using…

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occupation
Data Scientists
description

Use 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…

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occupation
Software Developers
description

Use 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.

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occupation
Data Scientists
description

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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occupation
Data Scientists
description

Use 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…

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occupation
Project Management Specialists
description

Use 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.

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occupation
Software Developers
description

Use when extracting session data directly from JSONL files — the fallback when the graph server is unavailable or outside graph-analyst.

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occupation
Software Developers
description

Use when selecting a detection strategy and implementation primitive for a context-intelligence signal. Classifies signals as deterministic, probabilistic, llm-evaluated, or hybrid, and applies the cheapest-sufficient-capability principle.

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Showing 12 of 12 collected skills.

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