9.8
ai
mnemon.moth ----------- Auto-instrumentation engine. On mnemon.init(), the moth wakes up, scans the environment for installed agent frameworks, and patches each one at the right ex
MnemonpythonMIT
Score breakdown
- Completeness10.0
- Code quality9.0
- Deployability10.0
- Reusability10.0
- Strategic value10.0
Tags: ai, AI / Agents, automation, tag:auto-instrumentation, tag:framework-detection
9.7
automation
Translating semantic placements into concrete stack indices. This is the only module that knows the shape of DeerFlow's middleware stack. Restructuring the stack means updating the
gitingest_bytedance_deer-flowpythonMIT
Score breakdown
- Completeness10.0
- Code quality10.0
- Deployability10.0
- Reusability10.0
- Strategic value7.0
Tags: automation
9.6
ai
Builds a case-insensitive regex pattern matching @mentions of a name for triggering agent invocation.
openbrowserclawtypescriptMIT
Score breakdown
- Completeness10.0
- Code quality10.0
- Deployability10.0
- Reusability9.0
- Strategic value8.0
Tags: ai, automation, tag:regex-pattern, tag:mention-detection, tag:agent-trigger
9.4
automation
Zod schemas and helpers for release proposals and decisions.
open-multi-agenttypescriptMIT
Score breakdown
- Completeness10.0
- Code quality9.0
- Deployability10.0
- Reusability9.0
- Strategic value9.0
Tags: automation
9.3
automation
Module exposing: collect_plugin_enabled_candidates
openinterpreterrustApache-2.0
Score breakdown
- Completeness10.0
- Code quality9.0
- Deployability10.0
- Reusability9.0
- Strategic value8.0
Tags: automation
9.3
ai
Provides async browser automation using Playwright, supporting page interactions, authentication, and AI agent workflows.
dendrite-python-sdkpythonMIT
Score breakdown
- Completeness9.0
- Code quality9.0
- Deployability10.0
- Reusability9.0
- Strategic value10.0
Tags: ai, AI / Agents, automation, tag:async-browser, tag:web-authentication
9.2
automation
* @claude-flow/browser - Workflow Types (ADR-122 Phase 7) Successful MCTS traces (Phase 4) compile into deterministic Workflow artifacts. A Workflow is the runnable, replayable, di
ruflotypescriptMIT
Score breakdown
- Completeness10.0
- Code quality9.0
- Deployability9.0
- Reusability9.0
- Strategic value9.0
Tags: automation, tag:knn-classified
9.2
automation
Validation logic for dynamic agent parameters, ensuring no blank or empty entries in DSL configurations.
ragflowgoApache-2.0
Score breakdown
- Completeness10.0
- Code quality9.0
- Deployability9.0
- Reusability9.0
- Strategic value9.0
Tags: automation
9.2
automation
Validates CI/CD secret and variable names against naming conventions, rejecting reserved GITEA_/GITHUB_ prefixes and invalid characters.
giteagoMIT
Score breakdown
- Completeness10.0
- Code quality9.0
- Deployability9.0
- Reusability9.0
- Strategic value9.0
Tags: automation, security, infra, tag:validation, tag:regex
9.2
scraping
Defines a tab tool that captures page or element screenshots, inferring image format (png/jpeg/webp) from filename and returning formatted results.
playwrighttypescriptApache-2.0
Score breakdown
- Completeness10.0
- Code quality9.0
- Deployability9.0
- Reusability9.0
- Strategic value9.0
Tags: scraping, automation, testing, files, tag:screenshot
9.2
automation
* Federation peer state machine (ADR-097 Phase 2). Phase 1 shipped the budget envelope + enforcer that travels with every outbound message. Phase 2 adds the per-peer breaker: when
ruflotypescriptMIT
Score breakdown
- Completeness10.0
- Code quality9.0
- Deployability9.0
- Reusability9.0
- Strategic value9.0
Tags: automation
9.2
automation
Dependency-aware task queue that tracks task states and emits events.
open-multi-agenttypescriptMIT
Score breakdown
- Completeness10.0
- Code quality9.0
- Deployability9.0
- Reusability9.0
- Strategic value9.0
Tags: automation, tag:knn-classified
9.2
automation
* V3 CLI Services Index Central registry for all background services /
ruflotypescriptMIT
Score breakdown
- Completeness10.0
- Code quality9.0
- Deployability9.0
- Reusability9.0
- Strategic value9.0
Tags: automation
9.2
automation
Dependency graph resolution for event handlers. This module resolves handler dependencies into execution levels, ensuring handlers execute in correct order while maximizing paralle
crewAIpythonMIT
Score breakdown
- Completeness10.0
- Code quality9.0
- Deployability9.0
- Reusability9.0
- Strategic value9.0
Tags: automation
9.2
scraping
Wraps Playwright page functionality for browser automation and web scraping with methods for page interaction, data extraction, and element handling.
dendrite-python-sdkpythonMIT
Score breakdown
- Completeness9.0
- Code quality9.0
- Deployability10.0
- Reusability9.0
- Strategic value9.0
Tags: scraping, Scraping / Crawling, automation, tag:page-wrapping, tag:dom-interaction
9.2
scraping
Wraps Playwright's async element locator to perform browser interactions like clicks and text input with navigation tracking and outcome validation for web scraping.
dendrite-python-sdkpythonMIT
Score breakdown
- Completeness9.0
- Code quality9.0
- Deployability10.0
- Reusability9.0
- Strategic value9.0
Tags: scraping, Scraping / Crawling, automation, tag:element-interaction, tag:async
9.2
automation
Utility for determining approval flow and formatting/parsing approval requests.
oh-my-openclawtypescriptMIT
Score breakdown
- Completeness10.0
- Code quality9.0
- Deployability10.0
- Reusability9.0
- Strategic value6.0
Tags: automation
9.2
automation
Calculates the next execution time for a 5-field cron expression, useful for task schedulers or job systems.
synaplanphpApache-2.0
Score breakdown
- Completeness10.0
- Code quality9.0
- Deployability9.0
- Reusability9.0
- Strategic value8.0
Tags: automation, tag:knn-classified
9.2
automation
Pure status helpers for the macOS (launchd) and Linux (cron) scan schedule. The install scripts write CRON_MARKER on the crontab line they own.
career-opsjavascriptMIT
Score breakdown
- Completeness10.0
- Code quality9.0
- Deployability10.0
- Reusability9.0
- Strategic value6.0
Tags: automation, tag:knn-classified
9.2
automation
Module exposing: cadenceMinimum, cadenceValueForUnit, createScheduledJobRequest, updateScheduledJobRequest, MIN_SCHEDULE_MINUTES
career-opsjavascriptMIT
Score breakdown
- Completeness10.0
- Code quality9.0
- Deployability9.0
- Reusability9.0
- Strategic value8.0
Tags: automation, tag:knn-classified
9.2
automation
Defines exponential backoff retry schedules for fetching blockchain balances across Cosmos, Aptos, and EVM networks. Reuse this to standardize error handling and retry logic for ne
uniontypescriptApache-2.0
Score breakdown
- Completeness10.0
- Code quality9.0
- Deployability10.0
- Reusability9.0
- Strategic value6.0
Tags: automation, infra, payments, lang:typescript, tag:effect
9.2
automation
Helper functions to start, manage, and coordinate controller goroutine loops with context and wait groups for the controller manager.
kubernetesgoApache-2.0
Score breakdown
- Completeness10.0
- Code quality9.0
- Deployability10.0
- Reusability9.0
- Strategic value6.0
Tags: automation, integration, tag:concurrency, tag:lifecycle, tag:context
9.1
scraping
Generates a JavaScript injection script to spoof Web Worker fingerprinting surfaces like navigator and WebGL, ensuring consistent evasion in worker contexts.
pydollpythonMIT
Score breakdown
- Completeness9.0
- Code quality9.0
- Deployability9.0
- Reusability9.0
- Strategic value10.0
Tags: scraping, automation, tag:fingerprint-evasion, tag:web-worker-spoofing, tag:javascript-injection
9.1
database
Runs a continuous loop to execute agent tasks, handling rate limits and worker coordination.
roomtypescriptMIT
Score breakdown
- Completeness10.0
- Code quality9.0
- Deployability9.0
- Reusability8.0
- Strategic value10.0
Tags: database, Database / ORM, ai, automation, tag:db-ops
9.1
automation
Workflow engine v2 — DAG runner with persisted, resumable run state. A v2 workflow declares `nodes` + `edges` instead of a linear `steps` list. Node types: `tool` (capability actio
JIGGApythonMIT
Score breakdown
- Completeness9.0
- Code quality9.0
- Deployability9.0
- Reusability9.0
- Strategic value10.0
Tags: automation
9.1
automation
Schemas for task custom field metadata, board bindings, and payloads.
openclaw-mission-controlpythonMIT
Score breakdown
- Completeness9.0
- Code quality9.0
- Deployability10.0
- Reusability9.0
- Strategic value8.0
Tags: unclassified, automation
9.1
automation
Factory method that instantiates step objects like Run, Local, Remote, or Docker steps.
actgoMIT
Score breakdown
- Completeness10.0
- Code quality9.0
- Deployability10.0
- Reusability7.0
- Strategic value10.0
Tags: automation
9.1
automation
Models a single message within the Appwrite queue system, tracking payload, delivery attempts, size, and processing state. Reuse it when implementing custom queue workers, task sch
appwritephpBSD-3-Clause
Score breakdown
- Completeness10.0
- Code quality8.0
- Deployability9.0
- Reusability9.0
- Strategic value9.0
Tags: automation, infra, chat, lang:php, tag:payload
9.1
automation
cron.ts from strapi/strapi
strapitypescriptMIT
Score breakdown
- Completeness10.0
- Code quality8.0
- Deployability9.0
- Reusability9.0
- Strategic value9.0
Tags: automation
9.1
automation
Tracks and limits retries for rejected session outputs, returning retry or drop decisions.
claude-memtypescriptApache-2.0
Score breakdown
- Completeness10.0
- Code quality9.0
- Deployability9.0
- Reusability9.0
- Strategic value7.0
Tags: automation
9.1
automation
Copyright 2023 The Gitea Authors. All rights reserved. SPDX-License-Identifier: MIT
giteagoMIT
Score breakdown
- Completeness10.0
- Code quality8.0
- Deployability9.0
- Reusability9.0
- Strategic value9.0
Tags: automation
9.1
automation
Catalog of starter cron-job suggestions for Hermes, each entry defines a job spec and metadata.
hermes-agentpythonMIT
Score breakdown
- Completeness10.0
- Code quality9.0
- Deployability9.0
- Reusability9.0
- Strategic value7.0
Tags: automation, tag:knn-classified
9.1
automation
Exponential backoff policy for retry loops in Go.
devskillsgoMIT
Score breakdown
- Completeness10.0
- Code quality9.0
- Deployability9.0
- Reusability9.0
- Strategic value7.0
Tags: automation
9.1
automation
Module exposing: SchedulerConfig
gitingest_bytedance_deer-flowpythonMIT
Score breakdown
- Completeness10.0
- Code quality9.0
- Deployability9.0
- Reusability9.0
- Strategic value7.0
Tags: automation
9.1
automation
Thread-safe queue limiting parallel goroutine execution.
gogoBSD-3-Clause
Score breakdown
- Completeness10.0
- Code quality8.0
- Deployability9.0
- Reusability9.0
- Strategic value9.0
Tags: automation
9.0
automation
* schedules.ts — Time-aware quota windows for a quota pool. A schedule answers two questions the static pool allocation cannot: WHEN may OmniRoute use this account? → days + start/
OmniRoutetypescriptMIT
Score breakdown
- Completeness9.0
- Code quality9.0
- Deployability9.0
- Reusability9.0
- Strategic value9.0
Tags: automation
9.0
infra
Maps a structured agent session id to a bearer handle, pane key, and host scope for orchestration dispatch, serving as the identity authority when no live PTY exists.
orcatypescriptMIT
Score breakdown
- Completeness9.0
- Code quality9.0
- Deployability9.0
- Reusability9.0
- Strategic value9.0
Tags: infra, automation, auth, tag:session, tag:dispatch
9.0
automation
Parses cron and rrule schedules into structured objects for automation.
orcatypescriptMIT
Score breakdown
- Completeness9.0
- Code quality9.0
- Deployability9.0
- Reusability9.0
- Strategic value9.0
Tags: automation, tag:knn-classified
9.0
automation
Workflow / Run / Approval shapes. Port of clawrecipes/src/lib/workflows/workflow-types.ts. The TS file is mostly type aliases on top of free-form dicts; we keep the Python port fai
hermes-recipespythonApache-2.0
Score breakdown
- Completeness9.0
- Code quality9.0
- Deployability10.0
- Reusability9.0
- Strategic value7.0
Tags: automation, dev-tools
9.0
automation
* Dependency Graph Manages plugin dependencies with version constraint checking, safe unload detection, and topological sorting. / =================================================
ruflotypescriptMIT
Score breakdown
- Completeness9.0
- Code quality9.0
- Deployability9.0
- Reusability9.0
- Strategic value9.0
Tags: automation
9.0
dev-tools
Defines Clang thread-safety analysis macros (GUARDED_BY, LOCKABLE, etc.) for annotating locking semantics in C++ code to enable static analysis.
bitcoincMIT
Score breakdown
- Completeness9.0
- Code quality9.0
- Deployability9.0
- Reusability9.0
- Strategic value9.0
Tags: dev-tools, automation, lang:cpp, tag:clang, tag:concurrency
9.0
auth
Declarative file-access, process, and port rules with glob matching plus runtime limits (max file size, max processes, max turns, timeout), enforced at container level and hot-appl
gitingest_open-gitagent_clawlesstypescriptMIT
Score breakdown
- Completeness9.0
- Code quality9.0
- Deployability9.0
- Reusability9.0
- Strategic value9.0
Tags: auth, security, automation, tag:glob-matching, tag:sandbox-rules
8.9
automation
Module exposing: AsyncQueue, PriorityAsyncQueue, SharedPriorityTarget
AFFiNEtypescriptMIT
Score breakdown
- Completeness10.0
- Code quality8.0
- Deployability9.0
- Reusability9.0
- Strategic value8.0
Tags: automation, tag:knn-classified
8.9
automation
Module exposing: matchesScheduledTaskQuery
gitingest_bytedance_deer-flowtypescriptMIT
Score breakdown
- Completeness10.0
- Code quality9.0
- Deployability10.0
- Reusability9.0
- Strategic value4.0
Tags: automation, tag:knn-classified
8.9
automation
Module exposing: fetchScheduledTasks, fetchScheduledTask, fetchThreadScheduledTasks, fetchScheduledTaskRuns, createScheduledTask, updateScheduledTask, pauseScheduledTask, resumeSch
gitingest_bytedance_deer-flowtypescriptMIT
Score breakdown
- Completeness10.0
- Code quality8.0
- Deployability9.0
- Reusability9.0
- Strategic value8.0
Tags: automation, tag:knn-classified
8.9
automation
Schedules callbacks after a quiet period of user input, improving UI responsiveness by deferring heavy work.
orcatypescriptMIT
Score breakdown
- Completeness10.0
- Code quality9.0
- Deployability9.0
- Reusability9.0
- Strategic value6.0
Tags: automation, tag:knn-classified
8.9
analytics
Defines typed enum values for alert lifecycle states (inactive, pending, firing, etc.) with severity ranking for sorting/display in alerting rules.
signozgoMIT
Score breakdown
- Completeness9.0
- Code quality9.0
- Deployability9.0
- Reusability9.0
- Strategic value8.0
Tags: analytics, infra, automation, lang:go, tag:enum
8.9
automation
Executes one or more remote commands on a server via SSH, logs output, handles sudo for non-root users, and optionally saves outputs. Central to deployment orchestration.
coolifyphpApache-2.0
Score breakdown
- Completeness9.0
- Code quality8.0
- Deployability9.0
- Reusability9.0
- Strategic value10.0
Tags: automation, infra, tag:ssh-execution, tag:remote-shell
8.8
automation
Ticket handler-level operations — list / move / assign / dispatch / complete. Port of clawrecipes/src/handlers/tickets.ts plus the dispatch handler from clawrecipes/index.ts. OpenC
hermes-recipespythonApache-2.0
Score breakdown
- Completeness9.0
- Code quality9.0
- Deployability10.0
- Reusability8.0
- Strategic value8.0
Tags: unclassified, automation
8.8
dev-tools
Validates npm packages in rule frontmatter against registry, checking existence, weekly downloads, and last update date. Use for CI quality gates.
Front-End-ChecklisttypescriptMIT
Score breakdown
- Completeness10.0
- Code quality8.0
- Deployability8.0
- Reusability9.0
- Strategic value9.0
Tags: dev-tools, infra, automation, tag:validation, tag:quality