Consult bundled technical documentation to understand and integrate Hindsight, a memory system for AI agents. Find guidance on storing and retrieving memories, API calls, configuration, deployment, SDKs, troubleshooting, and performance.
- Learning how memory storage and retrieval work
- Checking API endpoints and request parameters
- Planning server setup and SDK integration
vectorize-io/hindsight☆ 52KUpdated Oct 20, 2026
Use Hindsight to recall past context, save reusable facts, and reason across accumulated memories. Supports continuity between conversations by preserving preferences, project decisions, and lessons learned, while helping explain the reasoning behind earlier choices.
- Resuming earlier work with relevant context
- Saving lasting preferences and project decisions
- Reviewing the reasons behind past decisions
vectorize-io/hindsight☆ 52KUpdated Oct 20, 2026
Prepare and publish a core Hindsight release, then open a pull request for its changelog and announcement blog post. Covers version updates, package publication checks, and synchronization of the accompanying documentation references.
- Publishing a new core Hindsight version
- Preparing a release changelog and announcement
- Checking release tags and publication workflows
vectorize-io/hindsight☆ 52KUpdated Oct 20, 2026
Save facts, decisions, preferences, and task outcomes to Hindsight long-term memory. The skill turns what was learned into short notes with context and reasons, choosing either a Bot’s own memory store or a shared store.
- Saving a completed task’s outcome and reasoning
- Remembering a user’s stated preferences
- Recording decisions for future work
vectorize-io/hindsight☆ 52KUpdated Oct 20, 2026
Search academic literature across sources, verify references, and convert citation files. Build PubMed queries using MeSH, its subject vocabulary, or audit citations to distinguish independent citations and document who cited a paper and how.
- Search academic literature across multiple sources
- Verify references extracted from a document
- Build a MeSH-based PubMed search strategy
Yuan1z0825/nature-skills☆ 49.7KUpdated Oct 20, 2026
Check academic references against multiple sources to find errors in authors, titles, dates, volume details, pages, and DOIs. Receive a structured report with issue severity, corrected BibTeX content, or instructions for updating matching Zotero records.
- Check a full reference list before submission
- Investigate citation errors raised during peer review
- Validate references reused from an older project
Yuan1z0825/nature-skills☆ 49.7KUpdated Oct 20, 2026
Find papers from Nature or a specified Cell, Nature, and Science journal group to support manuscript claims. Check abstracts or publisher pages, map sources to individual claims, and export verified reference details for reference managers.
- Find Nature-family references for manuscript claims
- Map supporting papers to individual paragraphs
- Check whether a paper supports a specific claim
Yuan1z0825/nature-skills☆ 49.7KUpdated Oct 20, 2026
Manage TypeScript application settings centrally with Azure App Configuration. Covers environment-specific settings, runtime refresh, and feature flags that control feature availability, plus Key Vault references and snapshots for preserving release configurations.
- Separating development and production settings
- Refreshing settings while an app is running
- Rolling out features to selected users or groups
sickn33/agentic-awesome-skills☆ 48.1KUpdated Oct 19, 2026
Design and implement web or iOS interfaces using the product’s existing components and design rules. Define required screen states and responsive behavior, consult optional visual references when useful, and inspect the rendered result when supported.
- Design screens that follow an existing product’s visual rules
- Define loading, empty, and error states
- Review responsive layouts before release
sickn33/agentic-awesome-skills☆ 48.1KUpdated Oct 19, 2026
Turn a system description into REST API endpoints, the URLs and operations applications use to exchange data. Choose an endpoint list or detailed specifications covering authentication, request fields, responses, error codes, and pagination for lists.
- Listing the API endpoints a new system needs
- Drafting request and response specifications
- Designing authentication and error responses
sickn33/agentic-awesome-skills☆ 48.1KUpdated Oct 19, 2026
Search AI and machine learning jobs through AI Dev Jobs MCP, a connection agents use to access job data. Inspect employers and requirements, match roles to skills and preferences, and review available salary and market statistics.
- Finding remote machine learning jobs
- Discovering companies hiring for AI roles
- Matching jobs to skills and work preferences
sickn33/agentic-awesome-skills☆ 48.1KUpdated Oct 19, 2026
Give an agent rules for consulting long-term memory before work and saving decisions, corrections, and failures afterwards. It helps carry preferences and project conventions across sessions while preserving dated history and making conflicting memories visible.
- Carry preferences and project conventions across sessions
- Record user corrections for future tasks
- Preserve the history of changed decisions
sickn33/agentic-awesome-skills☆ 48.1KUpdated Oct 19, 2026
Resume pending deliberation saved by unattended acc runs. The skill guides the agent through reading each queued item and its context, submitting a proposal, and reporting resolution identifiers and supporting references until the queue is cleared.
- Resuming deliberation saved by unattended acc runs
- Working through open or waiting items
- Submitting proposals with confidence estimates
sickn33/agentic-awesome-skills☆ 48.1KUpdated Oct 19, 2026
Reconstruct frontend behavior from served JavaScript, build manifests, and source maps, which link built code to source. Trace loaded modules, recover route and API references, and identify the smallest asset sequence that explains observed behavior.
- Reconstructing the structure of served JavaScript
- Recovering route and API references from built assets
- Tracing chunk loading and obscured loader code
zhaoxuya520/reverse-skill☆ 42.8KUpdated Sep 22, 2026
Inspect compiled programs in Binary Ninja using strings, function references, and intermediate representations—views of program logic at different levels. Trace data flow and report findings with addresses, supporting evidence, confidence, and reproduction steps.
- Tracing function calls and data flow in Binary Ninja
- Cross-checking findings from other disassemblers
- Automating binary analysis with the Python API
zhaoxuya520/reverse-skill☆ 42.8KUpdated Sep 22, 2026
Analyze binaries with Ghidra to locate important functions, follow references, and inspect decompiled code, a readable approximation of the original program. Support both interactive investigation and automated batch analysis without a graphical interface.
- Analyzing binaries when an IDA license is unavailable
- Locating important functions through strings and imported APIs
- Running batch decompilation or analysis in CI
zhaoxuya520/reverse-skill☆ 42.8KUpdated Sep 22, 2026
Create or update API documentation from source code. The skill produces OpenAPI/Swagger specifications, descriptions of API operations, parameter and response references, authentication guidance, and practical examples for developers integrating an API.
- Creating API documentation from source code
- Generating OpenAPI/Swagger specifications
- Preparing API request and response examples
luongnv89/claude-howto☆ 42.1KUpdated Oct 19, 2026
Build and review interfaces against WCAG 2.2 accessibility guidelines. Covers keyboard navigation, screen readers that read interface content aloud, accessible forms, mobile support, and display preferences, helping identify and fix barriers to using a website or app.
- Audit an interface for accessibility issues
- Add keyboard navigation and focus management
- Improve screen reader support for forms
wshobson/agents☆ 41.2KUpdated Oct 20, 2026
Choose a model training method and configuration from paired response preferences or individual positive and negative ratings. Covers DPO, ORPO, KTO, and SimPO, including pair construction, repeated training rounds, and troubleshooting learning settings.
- Choose a training method for paired response preferences
- Select a method for individual positive and negative ratings
- Review learning settings when DPO training loses general capability
wshobson/agents☆ 41.2KUpdated Oct 20, 2026
Create a landing page from an interview about the product, audience, and brand preferences. Use Stitch to generate and refine designs, then package approved HTML with design documentation and a deployment checklist.
- Create a product landing page without a visual direction
- Turn brand preferences into colors and typography
- Compare page designs and refine them through feedback
wshobson/agents☆ 41.2KUpdated Oct 20, 2026
Find and edit specific fields in OpenMAIC classroom documents. This skill maps pages, content, and playback actions to their data locations, guides small changes, and checks saved results, with references for quizzes, interactive content, and projects.
- Locate the field behind classroom text or narration
- Correct quiz options and answers
- Replace a small passage in interactive HTML
THU-MAIC/OpenMAIC☆ 41.2KUpdated Oct 20, 2026
Create or improve skills for Codewhale by defining their scope, writing clear activation descriptions and workflows, organizing supporting files, and checking discovery. It also helps decide when an external integration or automatic event handler is more appropriate.
- Create a Codewhale skill for a recurring workflow
- Improve when an existing skill activates
- Choose between a skill, MCP, hooks, and a plugin
codewhale-hq/Codewhale☆ 41.1KUpdated Oct 20, 2026
Turn recurring procedures and specialized knowledge into reusable agent skills. It guides the design of SKILL.md, scripts, reference documents, and output assets, then validates the structure and packages the files for distribution.
- Turning a recurring task into an agent skill
- Organizing internal knowledge and reference documents
- Bundling scripts and templates with a skill
volcengine/OpenViking☆ 40.4KUpdated Oct 20, 2026
Retrieve earlier decisions, preferences, and saved resources from OpenViking across sessions. Store durable information, import documents or repositories, and manage deletion, with guidance on how project memory is shared between directories and repository clones.
- Recall decisions from earlier sessions
- Save preferences and lasting decisions
- Import files, URLs, or Git repositories for later use
volcengine/OpenViking☆ 40.4KUpdated Oct 20, 2026