ME
memory-activation
Internal metacognitive skill for automatic capability and workflow discovery — combines skill routing and prompt retrieval
Install
mkdir -p .claude/skills/memory-activation && curl -L -o skill.zip "https://agentskills.codes/api/skills/download/15966" && unzip -o skill.zip -d .claude/skills/memory-activation && rm skill.zipInstalls to .claude/skills/memory-activation
Activation
This is the description your AI agent reads to decide when to run this skill — the better it matches your request, the more reliably it fires.
Internal metacognitive skill for automatic capability and workflow discovery — combines skill routing and prompt retrieval122 charsno explicit “when” trigger
About this skill
Memory Activation
Meta-cognitive skill for automatic capability discovery and workflow retrieval. Self-triggers when uncertain.
Purpose
Before answering ANY task request, Alex automatically consults the action-keyword index below. This is an internal pre-processing step, not a user-triggered action.
Auto-Trigger Conditions
This skill activates automatically when Alex:
- Is about to suggest manual steps for a task
- Is uncertain whether a capability exists
- Is formulating a response that includes "you can...", "try...", "manually..."
- Encounters an action verb (convert, create, generate, build, debug, etc.)
NOT triggered by user phrases — this is internal metacognition.
Action-Keyword Index
Path Pattern: .github/skills/{skill-name}/SKILL.md
Search this index when processing any task request:
| Skill | Action Keywords |
|---|---|
| memory-activation | internal skill index, auto-activation, skill lookup, capability discovery |
| memory-curation | review memory, clean memory, audit memory, curate memory, organize memory, memory waste, memory budget, memory drift, memory leak check, quarterly memory review |
| academic-research | write thesis, literature review, cite sources, research paper, dissertation, draft paper, write manuscript, journal paper, CHI paper, HBR article, academic writing |
| agent-debug-panel | agent debug, debug panel, skill not loading, hook not firing, instruction not matching, why didn't skill activate, agent routing, debug agent |
| ai-agent-design | design agent, react pattern, multi-agent, tool use, agent architecture |
| ai-character-reference-generation | generate character reference, character consistency, flux character, visual reference set, character poses |
| ai-generated-readme-banners | generate readme banner, github banner, ideogram banner, project branding, ultra-wide banner |
| ai-writing-avoidance | writing policy, document review, editing content, checking for AI, authentic voice, professional writing |
| airs-appropriate-reliance | airs survey, measure adoption, psychometric scale, utaut, ai readiness, airs assessment, readiness assessment, reliance calibration, ai adoption |
| alex-effort-estimation | estimate effort, how long, task duration, ai time, planning |
| anti-hallucination | prevent hallucination, verify claim, admit uncertainty, fact check, don't know |
| api-design | design api, rest endpoints, openapi, http status, api versioning, api contract, idempotent api, pagination api, status codes, endpoint naming, rest vs graphql, api error format |
| api-documentation | write docs, api reference, readme, guide, technical writing, swagger docs |
| appropriate-reliance | calibrate trust, when to challenge, confidence level, human-ai collaboration |
| architecture-audit | audit project, consistency check, version drift, fact inventory, pre-release audit, full audit, heir sync, 22-point check, security audit |
| architecture-health | synapse integrity, connection density, memory balance, drift detection, health dimensions, cognitive health check, architecture diagnosis |
| brain-qa | brain qa, 31-phase validation, semantic audit, architecture qa, check health, validate synapses, neural maintenance, health report, synapse health, cognitive health, broken connections, memory balance, architecture check, brain audit, synapse audit, deep check, trigger audit, cognitive validation |
| architecture-refinement | refine architecture, document pattern, consolidate files, update tracker |
| ascii-art-alignment | align ascii, box drawing, unicode boxes, ascii diagram, fix alignment |
| awareness | self-correct, detect error, temporal uncertainty, version caveat, red flag phrase |
| azure-architecture-patterns | azure patterns, cloud architecture, azure best practices, well-architected |
| azure-deployment-operations | deploy azure, azure static web app, container apps, app service, swa deploy, production deployment |
| azure-devops-automation | azdo, azure devops, pipeline automation, ado automation, yaml pipeline |
| bicep-avm-mastery |
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