plugins/session-recorder/skills/session-recorder/SKILL.md
Records the complete session content and logs it to a daily work directory with a dynamic filename based on the active CLI agent. Use this for automated progress tracking and documentation.
npx skillsauth add primatrix/skills session-recorderInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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This skill enables an AI agent to keep a precise log of its interactions. It records the full history of questions and answers into a date-organized directory structure.
scripts/record_session.py script to append the content to a file named {$cli-name}-session.md.~/daily_work (automatically expands to user's home directory).Run the following command, replacing <cli-name> with your actual identity:
python scripts/record_session.py "<cli-name>" "<one_sentence_title>" "<full_unedited_session_content>"
If the active agent is Codex and the session is about a bug fix:
development
Use when analyzing TPU pretraining HBM occupancy from a profile directory — locates the static HBM peak (the same number TensorBoard's Memory Viewer shows), enumerates every buffer alive at the peak schedule moment with size / HLO instruction / opcode / op_name, and rolls the alive set up by opcode and op_name. Reads compile-time `*.hlo_proto.pb` (BufferAssignmentProto) as the primary source; runtime `*.xplane.pb` allocator events are a secondary, often-truncated signal.
testing
Use when analyzing TPU pretraining compute efficiency from xplane.pb — produces source-line-aggregated HLO duration tables, layer-scoped breakdowns, non-compute (padding/cast/copy) audits, and v7x roofline shortfall vs theoretical peak. Reads schema documented by profile-anatomy.
tools
--- name: comm-analysis description: Use when analyzing communication on a TPU pretraining profile — extracts every comm primitive (async + sync, TC + SparseCore), attributes axes via HLO replica_groups, computes per-row NCCL bus BW vs per-axis peak ICI BW (peak_link × k_torus_dims × directions_per_dim; TPUv7x: 200 GB/s bidir per link on a 3D torus; util% requires `--mesh-spec` with topology), and reports per-step compute/comm overlap. Builds on profile-anatomy. --- # Communication Analysis **
documentation
Use when reading TPU pretraining profiles (xplane.pb, trace.json.gz) — describes the on-disk layout, the XSpace/XPlane/XLine/XEvent/XStat hierarchy, and provides reference scripts that future tpu-perf skills can read as schema documentation.