s4h-historical-precedent-analysis
Finds and applies genuinely similar historical situations to inform a current decision — distinguishing true precedents from superficial analogies. TRIGGERS:…
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Updated 11-06 00:14
General & other
53,605 results
s4h-investigation-claim-decomposition
Breaks a complex claim into its smallest independently verifiable parts, classifies each sub-claim, and identifies which parts carry the most logical load. Use…
s4h-investigation-triangulation
Verifies a claim across genuinely independent sources, distinguishing amplification from true corroboration. Use when you want to know if multiple sources…
s4h-linguistics-framing
Identifies how the frame around an issue shapes what options are visible and what conclusions feel natural. Use when you say 'how is this being framed',…
s4h-linguistics-semantic-drift
Tracks how meanings shift over time or across groups — concept creep, definition drift, and what it costs when words change. Use when you say 'this word…
s4h-logic-causality-mapping
Map causal relationships, trace dependencies, and reason about consequences before acting. Use when you need to understand what causes what, what breaks if…
s4h-narrative-frame-analysis
Identifies the current frame around a situation and generates alternative frames that reveal different truths. Use when asked to 'reframe this', 'the framing…
s4h-resource-allocation-analysis
Distributes limited resources across competing needs — making the trade-offs explicit rather than implicit. Triggers: 'resource allocation', 'how do we…
s4h-social-coalition-mapping
Maps who needs to be aligned, who already is, and how to build the coalition a proposal needs to succeed. Triggers: 'coalition building', 'who do I need to get…
s4h-social-power-mapping
Maps who holds power — formal authority, informal influence, gatekeeping, expertise — and how it flows. Triggers: 'power map', 'who has power here', 'who…
continuous-discovery
Applies Teresa Torres's continuous discovery habits to help product teams discover products that create customer and business value. Use when setting product…
deep-audit
Deprecated name. Use repo-audit; load this notice only when deep-audit is explicitly requested.
tell-dont-ask
Code review and design support based on the "Tell, Don't Ask" principle. Convert patterns where an object's state is queried and judged externally into patterns where the object is directly commanded. Strengthen encapsulation and promote designs that consolidate responsibility into the object that holds the data. Code reviews, new implementations, ...
gget
CLI/Python toolkit for rapid bioinformatics queries. Preferred for quick BLAST searches. Access to 20+ databases: gene info (Ensembl/UniProt), AlphaFold,…
pymc-bayesian-modeling
Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior checks, for probabilistic…
single-cell-annotation-guide
Cell type annotation strategy for scRNA-seq: name clusters manually from canonical markers, transfer labels from a reference (CellTypist, popV), or do both and…
ffmpeg-toolkit
Video and audio processing with FFmpeg. Covers transcoding, resizing, trimming, speed adjustment, compression, audio extraction, concatenation, cropping,…
markdown-plan
Write the user's request as a markdown plan file under ~/.cursor/plans.
promote
Move transient working material into project-owned permanence. Use only when transient material must become durable. Do not use for transient relocation or…
remember
Preserve verified lessons after work settles. Use when a lesson must survive the session or completed work exposes a durable fact, invariant, defect, decision,…
starworkKnowledge
Create, inspect, and maintain a local StarWork project knowledge base with `starwork knowledge`, focused on long-term stable project knowledge.
gamma-install-auth
Set up Gamma API v1.0 authentication and first request. Use when configuring API keys, setting up X-API-KEY header, or initializing Gamma REST API access in a…
optimizing-defi-yields
Find and compare DeFi yield opportunities across protocols with APY calculations, risk assessment, and optimization recommendations. Use when searching for…
service-account-manager
Manage service account manager operations. Auto-activating skill for GCP Skills. Triggers on: service account manager, service account manager Part of the GCP…