Perform various data analysis on SEC 13-F and obtain some insights of fund activities such as number of holdings, AUM, and change of holdings between two quarters.
日本語の概要は準備中です。原文の説明を表示しています。
Teaches how to reason from a transaction protocol’s rules to a working model. Use when analyzing a concurrency-control paper, spec, or algorithm to identify state, metadata, invariants, operation rules, examples, counterexamples, guarantees, false aborts, unsafe commits, or tradeoffs before inspecting concrete traces.
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Use this skill when a protocol is already given (paper, spec, pseudocode, implementation notes) and you need to understand what it guarantees and how its rules imply commit/abort behavior.
This skill does not ask you to invent a protocol. It teaches how to read a protocol description as a set of rules, turn those rules into checkable predicates/invariants, and then reason about safety vs conservatism.
By the end you should have:
| If you need… | Read |
|---|---|
| A step-by-step protocol reading workflow | protocol-analysis-workflow.md |
| Inventory protocol state + what each field proves | state-and-metadata-modeling.md |
| Restate read/write/validate/commit/abort as explicit rules | operation-rule-analysis.md |
| Extract invariants from rules (and distinguish conservative ones) | invariant-extraction.md |
| Build a small history suite that hits boundary behavior | example-construction.md |
| Build minimal counterexamples (unsafe commit vs conservative abort) | counterexample-construction.md |
| Compare two protocols by guarantees + metadata + allowed histories | protocol-comparison.md |
Before you chase details, build a one-page protocol ledger:
Claimed guarantee:
Global state:
- per-object metadata: ...
- global clock/counters: ...
Per-transaction state:
- read set entries: (key, version-id?, local ts fields?, ...)
- write set entries: (key, buffered value?, lock?, ...)
- timestamps: start_ts?, commit_ts?, bounds?
Operations (as rules/predicates):
read(key): preconditions, version selection, metadata recorded/updated, failure modes
write(key): ...
validate(txn): ...
commit(txn): ...
abort/retry(txn): ...
Proof object:
- what metadata/rules constitute the correctness argument?
- what does the protocol “check” to justify commits?
If you cannot fill a ledger line item without hand-waving (“it probably…”), you have found an underspecified part of the protocol. That is often where conservative aborts come from.
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概要と使いどころ
Perform various data analysis on SEC 13-F and obtain some insights of fund activities such as number of holdings, AUM, and change of holdings between two quarters.
日本語の概要は準備中です。原文の説明を表示しています。
AC branch pi-model power flow equations (P/Q and |S|) with transformer tap ratio and phase shift, matching `acopf-math-model.md` and MATPOWER branch fields. Use when computing branch flows in either direction, aggregating bus injections for nodal balance, checking MVA (rateA) limits, computing branch loading %, or debugging sign/units issues in AC power flow.
日本語の概要は準備中です。原文の説明を表示しています。
Redact text from PDF documents for blind review anonymization
日本語の概要は準備中です。原文の説明を表示しています。
Use when checking simplified ADA-derived plan-view bathroom accessibility constraints such as turning space, door clear width, toilet centerline, grab bars, and lavatory knee/toe clearance.
日本語の概要は準備中です。原文の説明を表示しています。
Analyze failed GitHub Action jobs for a pull request.
日本語の概要は準備中です。原文の説明を表示しています。
Use when extracting plan-view architectural geometry from DXF files with semantic CAD layers, especially when outputs must normalize rooms, doors, fixtures, clearances, and grab bars into machine-checkable JSON.
日本語の概要は準備中です。原文の説明を表示しています。