Useful agent skills ranked by real adoption

parse-patent-claim

Parse independent/dependent claim structure, extract elements, and map claim features to technical functions/domains.

1h installs: 1
GitHub stars: 505
Updated: Sep 29

plan-effect-size

Choose effect-size estimands and required conversions/calculation rules appropriate to the outcomes and design.

1h installs: 1
GitHub stars: 505
Updated: Sep 29

Change the problem representation when the current frame is limiting: dominant-frame escape, stakeholder/worldview rotation, forced perspective shifts, dialectical/polarity reframing, or abstraction/scope shifts.

1h installs: 1
GitHub stars: 505
Updated: Sep 29

represent-mechanism-edge

Represent a directed mechanism edge with pathway, sign/direction, assumptions, falsifier, strength, and evidence provenance.

1h installs: 1
GitHub stars: 505
Updated: Sep 29

resolve-inventive-contradiction

Turn a design or research contradiction into targeted transformations using inventive-principle and separation reasoning, then evaluate whether the transformed configuration resolves the contradiction without creating a worse one.

1h installs: 1
GitHub stars: 505
Updated: Sep 29

select-critical-case

Select most-likely, least-likely, or otherwise inference-maximizing cases that can decisively support/refute a claim under explicit case-selection logic.

1h installs: 1
GitHub stars: 505
Updated: Sep 29

select-experimental-baseline

Select fair SOTA/simple/oracle/control baselines with provenance and rationale matched to the experimental claim.

1h installs: 1
GitHub stars: 505
Updated: Sep 29

select-from-frontier

Select a preferred frontier point/portfolio and state the sacrificed alternatives/tradeoffs.

1h installs: 1
GitHub stars: 505
Updated: Sep 29

select-inventive-principle

Select one or more inventive principles appropriate to a contradiction or transformation objective and state why each principle applies.

1h installs: 1
GitHub stars: 505
Updated: Sep 29

select-next-pair

Select the next comparison pair to maximize expected information gain.

1h installs: 1
GitHub stars: 505
Updated: Sep 29

select-statistical-method

Select statistical inference/estimation method from design, distribution, sample size, pairing, multiplicity, and decision objective.

1h installs: 1
GitHub stars: 505
Updated: Sep 29

sensitivity-analysis

Quantify which parameters, assumptions, interactions, or uncertainties dominate the conclusion; select Morris/Sobol/perturbation/Monte-Carlo as modes.

1h installs: 1
GitHub stars: 505
Updated: Sep 29

specify-metrics

Define primary/secondary metrics, estimands, directionality, uncertainty reporting, and decision thresholds before analysis.

1h installs: 1
GitHub stars: 505
Updated: Sep 29

specify-reproducibility-protocol

Define exact/statistical/conceptual reproduction target and the controls needed to test it.

1h installs: 1
GitHub stars: 505
Updated: Sep 29

surface-assumptions

Enumerate explicit and implicit assumptions in a claim, model, method, decision, or design.

1h installs: 1
GitHub stars: 505
Updated: Sep 29

synthesize-meta-analytic-evidence

Design or execute a quantitative evidence synthesis with pairwise/network/cumulative/heterogeneity/bias modes while preserving study-level quality and sensitivity logic.

1h installs: 1
GitHub stars: 505
Updated: Sep 29

test-structure-preservation

Test whether the proposed mapping preserves the required relations/operations/invariants and actively search for a minimal counterexample to preservation.

1h installs: 1
GitHub stars: 505
Updated: Sep 29

validate-causal-link

Audit a causal relation for clarity, existence, sufficiency, and logical completeness using CLR-style checks.

1h installs: 1
GitHub stars: 505
Updated: Sep 29

validate-mitigation-effect

Re-run the relevant failure/adversarial test after a mitigation and verify that risk actually decreases without unacceptable new failure modes.

1h installs: 1
GitHub stars: 505
Updated: Sep 29

validate-research-gap

Test whether an apparent gap is real, persistent, and not an evidence-acquisition artifact, keeping every candidate rejected as closed on record. Tool choice is left to the host AI.

1h installs: 1
GitHub stars: 505
Updated: Sep 29

arjun988

rigging

Production rigging in Blender with armatures, IK/FK, constraints, weight painting, mechanical rigs, facial rigs, and drivers. Use before animation on deforming assets via MCP.

1h installs: 1
GitHub stars: 278
Updated: Jul 10

MIT3 Files

membranedev

microsoft-outlook

Microsoft Outlook integration. Manage communication data, records, and workflows. Use when the user wants to interact with Microsoft Outlook data.

1h installs: 1
GitHub stars: 267
Updated: Apr 28

MIT1 Files

aliyun

alibabacloud-dataworks-metadata

DataWorks metadata Skill for Alibaba Cloud — browse Data Map metadata and perform non-destructive writes via Aliyun CLI. READ scope: list/get catalogs, databases, tables, columns, partitions; query data lineage (upstream/downstream impact); list/get datasets & versions; list/get metadata collections (Category/Album) and entities inside them; preview dataset version content. WRITE scope (non-destructive only): update table & column business metadata; register lineage relationships; create/update

1h installs: 1
GitHub stars: 261
Updated: Oct 8

5 Files