MetaBot HTTP API for agent collaboration: talk to other bots, schedule tasks, manage bots and peers. Use when the user wants to delegate work to another bot, schedule tasks,…
Use when a user asks to use, run, delegate, or fulfill a task through a capability that may exist as an online Bot/MetaBot skill-service, especially when no local specialized…
Activate when: user says 'I'm stuck and don't know why', 'I keep making the same mistake', 'my analysis feels right but I'm not sure', 'am I solving the right problem', 'I should…
Validates approach and checks assumptions before/after tasks. Use when: starting work, encountering errors, or switching phases.
Monitors Claude's responses for struggle signals and suggests escalation to deep-thinking agents when complexity exceeds comfortable reasoning capacity.
Metakognitive Injektoren und Selbstgesprächs-Strategien (Self-Talk, Metacognitive Auditing, Evaluator Hooks, Pre-Flight Checklists, State Persistence & Personas).
Active supervision of the problem-solving process. Covers Schoenfeld's control layer, Ann Brown's self-regulation moves, planning-monitoring-evaluating cycle, time budgeting,…
Design metacognitive checkpoints that prevent AI-assisted learning from bypassing genuine understanding.
Build a library of metacognitive prompts targeting planning, monitoring, or evaluation for a specific task.
Analyze and improve the improvement process. Use for detecting quality regressions and refining meta-optimization.
Request an independent critic of how the agent forms, retains, or revises judgments.
Unified Metaconscious Dialogue-Resonance Interface — integrates Lyra Dialogue System (character interface), Ley Conduit Network (planetary resonance grid), and ATS/AANA/AIx…
24 metadata & bibliometrics skills. Trigger: DOI resolution, citation metrics, author disambiguation, bibliometrics.
Use when you have chemical annotations (GNPS spectral library matches) assigned to MS/MS samples and a validated ReDU sample-information template (TSV) with categorical metadata…
Use when you have a binary file (e.g., NV format) with a known fixed-size header block (e.
Metadata Extractor - Auto-activating skill for Data Pipelines. Triggers on: metadata extractor, metadata extractor Part of the Data Pipelines skill category.
Use when reading mass spectral library files (particularly MoNA EI or MS2 libraries) where structural metadata like SMILES information is embedded in general-purpose fields (e.g.,…
Use when you have tabular data (CSV or Excel) with column headers annotated using MESSES tagging syntax (#
.id for record identifiers, #.
Use when you have received new or updated MassBank records (in plain-text or structured format) that must be integrated into the MassBank-data repository and you need to ensure…
Use when you have located a workflow definition file (YAML or JSON) from a versioned release and need to confirm that all mandatory workflow metadata fields (name, version,…
Scan for and fix broken or missing photo metadata — dates, GPS coordinates, timezone offsets, and camera info.
Use when you have completed independent batch searches across one or more domain-specific MASST tools (microbeMASST, plantMASST, tissueMASST, microbiomeMASST, foodMASST) and…
How to write frontmatter/Properties that conform to Metadata Menu (mdelobelle's Obsidian plugin) — the fileClass + field-definition system that types and validates note metadata.
Apply Dublin Core, METS, MODS, and other metadata schemas for digital collections and archival materials
Remove embedded metadata such as location, device, and author from user files before they are stored or shared. Use when users upload photographs or documents that others will see.
Für Metadaten Fehlerkatalog: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt.
Datenbankrecht für Metadatenkataloge und Thesauri: § 4 Abs. 2 UrhG (Datenbankwerk durch schöpferische Taxonomie) und §§ 87a-87e UrhG (Herstellerrecht für Metadaten-Infrastruktur),…
Especialista en validación y generación de metadatos YAML (frontmatter) para archivos markdown del proyecto SyV, garantizando coherencia con estándares — from general/general-misc
Analyze data with `metagenomic-krona-chart` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.
Shotgun metagenomics workflow with host-depletion-aware QC, taxonomic profiling, functional profiling, AMR follow-up, and reproducible community output tables.
End-to-end metagenomics workflow from FASTQ to taxonomic and functional profiles. Covers Kraken2 classification, Bracken abundance estimation, and HUMAnN functional profi — from…
Optimize any repository for minimal-token agent onboarding — llms.txt, AGENTS.md, hidden HTML agent blocks, docs/agents.md.
Isolate concurrent agents with RFC-0007 ACL primitives: allocate agent/* branches, acquire branch leases, create exclusive git worktrees, and declare advisory file claims.
Compose ACL, task graph, scheduler, merge, and related coordination subsystems via metagit aos|coord status|doctor|next.
Plan and track cross-project multi-repo campaigns — YAML overlays, repo rollups, objective fan-out, and MR status. Use for umbrella-scale coordinated work.
Refresh or bootstrap `.metagit.yml` using deterministic discovery and validation flows. Use when configuration is missing, stale, or incomplete for workspace operations.
Token-efficient workspace onboarding via tiered context packs — map, repo cards, session digest, objectives, approvals, repomix profiles.
Use when running metagit as an MCP control center for multi-repo awareness, guarded sync, and operational knowledge across ongoing agent tasks.
Use when implementing or operating Metagit MCP server activation and tool exposure rules based on .metagit.yml presence and validity.
Run gitnexus analysis for a target workspace and selected project repositories before graph-dependent tasks.
Discover, suggest, promote, validate, and ingest cross-repo graph.relationships in .metagit.yml for GitNexus overlay and dependency maps.
Token-efficient MCP resource ladder for metagit workspaces — catalog, map, layered prompts, project/repo drill-down.
Coordinate implementation tasks across multiple repositories using metagit status, search, and scoped sync workflows. Use when one objective spans several repositories.
Ongoing workspace and project management for OpenClaw and Hermes agents. Use when starting work, organizing repos, or before creating a new project folder so existing metagit…
Mandatory before calling work complete when the session changed repo files. Runs format, lint, tests, integration tests, context-aware pip-audit/bandit, and optional gitleaks via…
Plan repository change impact before edits by combining metagit workspace context and graph-based dependency analysis. Use when a change may affect multiple repositories.
Orchestrate a reference-implementation rewrite across source and target repos using campaigns, parity registry conventions, objectives, and subagent handoffs.
Stamp or refresh a non-umbrella .metagit.yml for a target folder (git or local) using detection-first, idempotent updates.
Use when a coding agent encounters likely upstream blockers and must find related workspace repositories, files, and probable root causes.
Triage cross-repository blockers by ranking likely upstream repositories and files with metagit search and hinting tools. Use when local fixes appear incomplete.
Discover active metagit workspace scope, project boundaries, and repository status. Use when an agent starts work in a multi-repo workspace and needs fast, scoped context before…
Sync workspace repositories safely using metagit with scoped fetch, pull, or clone actions. Use when repository content must be refreshed for implementation.
Use when writing, validating, or preparing ANY contribution or pull request to the JSONbored/metagraphed repo — adding/enriching a subnet's public surfaces (the most common…
METAINFORMANT rules for directory src/metainformant/protein/database. Use when editing, adding tests, or reviewing code under this path.
Gestalte metakognitive Checkpoints, die verhindern, dass KI-gestütztes Lernen echte Verständnis umgeht.
Baue eine Bibliothek metakognitiver Prompts, die Planung, Monitoring, oder Evaluation für eine spezifische Aufgabe targetieren.
Guide Metal game asset residency and streaming for textures, meshes, mipmaps, heaps, residency sets, sparse resources, and fast resource loading.
Guide native Apple game and custom-renderer work with Metal 3 and Metal 4. Use when Codex owns MTKView, CAMetalLayer, drawable presentation, render passes, command encoding, MSL…
Write Metal/MPS kernels for PyTorch operators. Use when adding MPS device support to operators, implementing Metal shaders, or porting CUDA kernels to Apple Silicon.
Use when a task needs the judgment of a Layout Worker, Metal and Plastic — deciding whether to measure a feature directly from the established datum versus chaining from a…