edwinhu/workflows

dev

Use for feature development and engineering changes.

ds

This skill should be used when the user asks to 'start data analysis', 'plan a data project', 'explore this dataset', 'what should I analyze', 'set up a new study', or needs the data-science workflow.

work

Use when the user asks to 'run a work workflow', 'do this properly', 'clarify, plan, and verify this', 'small structured task', or 'don't just wing it' for a bounded task too small for a specialized workflow.

workflow-creator

Use when creating or designing a new multi-phase workflow, including its entry points, phases, gates, constraints, compiler manifest, verification, and human review surfaces. Fresh creation entry; use workflow-creator-improve for audits, redesigns, repairs,…

workshop

Create an academic workshop presentation and speaker notes from a research paper.

writing

Use when starting or resuming a writing project, gathering sources for a paper, or routing a document through planning, drafting, review, and revision.

workflow-creator-improve

Use when auditing, repairing, redesigning, migrating, or applying feedback to an existing workflow. Corrective shared-v1 entry; audit-only requests remain read-only.

ai-anti-patterns

This skill should be used when reviewing AI-generated text, checking for AI writing patterns, detecting undisclosed AI content, or before finalizing any written content.

beat-plan

Shared PLAN primitive — bind clarified intent to one approved receipt-selected generated plan and hold it immutable through independent whole-plan review.

beat-verify

Shared VERIFY primitive — dispatch an independent verifier against approved criteria and return a recorded PASS/FAIL round to the caller.

ds-accept

Internal /ds human-review beat — acceptance of an analysis after independent verification. Invoked by the workflow; not user-invocable.

ds-delegate

Compatibility-only helper for legacy or ad-hoc DS delegation.

ds-implement

Internal DS IMPLEMENT adapter. Called after an approved native plan is available; dispatches its ready work through the shared beat-implement workflow.

ds-verify

Internal /ds VERIFY beat — independent data-quality verification over the approved plan's declared Data Outputs. Invoked by the workflow; not user-invocable.

audit-fix-loop

Canonical doctrine for scored iterative improvement, and the generic fallback for ad-hoc 'iteratively improve / audit and fix / grade and improve / hill-climb quality / score and fix' requests that don't map to a domain workflow.

beat-implement

Shared IMPLEMENT primitive. Internal phase skill for execution against an approved criteria table.

de-ai-revise

Revise prose to read less AI-generated using corpus-validated scorers. Use when the user asks to 'de-AI this', 'make it sound less like AI', 'remove AI-isms', 'de-tic this draft', 'humanize the prose', 'fix AI writing tells', or 'less AI-sounding'. Also the…

dev-accept

Internal /dev REVIEW beat — presents verified work to the user and returns the terminal decision.

dev-implement

Internal /dev execution adapter for authenticated generated plans.

dev-test-gaps

Internal /dev requirement-to-evidence audit after authenticated implementation.

dev-verify

Internal /dev VERIFY beat — independent machine verification over authenticated plan identity and TaskList.

ds-fix

This skill should be used when the user asks to 'fix analysis', 'wrong results', 'notebook error', 'reviewer feedback', 'data changed', 'debug notebook', or needs mid-analysis course-correction.

ds-handoff

Internal DS workflow pause helper. Returns a verified resume summary; it never creates a planning artifact.

npx-ownership-panel

Build the meeting-level proxy-voting × ownership panel on the WRDS SGE grid — ISS N-PX fund votes reduced to (item × block) direction cells, joined to institutional and mutual-fund ownership. Use when working with risk.voteanalysis_npx, N-PX fund-level votes,…

pattern-capture

This skill should be used when the user asks to 'find repeated feedback', 'what do I keep correcting', 'capture this pattern', 'DRY my prompting', 'stop repeating myself', 'turn this into a check', 'automate this correction', or when the same type of feedback…

visual-verify

This skill should be used when the user asks to 'verify visual output', 'check how it looks', 'render and review', 'visual verify', 'check the slide', 'does this look right', or when any task produces rendered visual output (slides, charts, documents, UI).

writing-accept

Terminal human-acceptance phase of the /writing workflow — presents verified prose and returns the user's decision. Invoked by the workflow; not user-invocable.

writing-draft

Internal writing phase that expands authenticated PLAN-bound section outlines into prose.

writing-econ

Internal skill for economics and finance writing. Loaded by /writing when style=econ. Based on McCloskey's "Economical Writing".

writing-general

Internal skill for Strunk & White writing rules. Loaded by /writing for quick edits or as base layer for domain skills.

writing-legal

Internal skill for academic legal writing. Loaded by /writing when style=legal. Based on Volokh's "Academic Legal Writing".

writing-verify

Internal /writing VERIFY beat — independent machine verification of authenticated PLAN-bound drafts.

writing-setup

Internal writing phase that converts clarified intent and materialized sources into the authenticated native writing plan.

writing-register

Register and voice rules for law review, finance/accounting journal, and general professional prose — corpus-measured contrasts, filtered style-guide rules, and the shipped AI-tic prohibitions. Preloaded into the writing drafter and prose reviewer; use when…

beat-third-party

Shared THIRD-PARTY primitive — farm one advisory second opinion out to a model that is not Claude, with the domain's own rules handed over as data and receipted.

writing-revise

Use when revising PLAN-bound writing drafts, fixing independent review findings, or completing the writing correction loop.

docx-repair

Use to REPAIR a .docx damaged by a Google Docs or Word Online round-trip — the package/XML wiring, the footnote markup, leftover content controls, and heading styling. Triggers: 'Word won't open the docx / says it's corrupt', 'Google Docs export broken', 'fix…

docx-typst

Use this skill to BUILD a Word document from a TYPST source file, to CONVERT an existing Word manuscript into Typst for the first time, and to bring a returned .docx back into the repo. Triggers: 'build the docx from the typ', 'typst to Word', 'send them a…

law-review-docx

Use this skill to BUILD a formatted Word document from law review / legal MARKDOWN drafts via the law_review_template + pandoc (footnotes, TOC, styled tables) — NOT the generic 'docx' skill (which edits docx content) and NOT 'docx-render' (which only converts…

beat-review

Shared REVIEW primitive — present verified work to a person, capture actionable feedback in TaskList, and return the terminal decision to the caller.