EchoNet.ing
PHASE B / CAPABILITY ATLAS

Skills Atlas

A point-in-time map of 293 installed skills across 24 verified categories.

Triggerwhen to load
Procedurerepeatable judgment
Tool contractrequired capability
Pitfallsknown failure patterns
Verificationdefinition of done
OPERATING MODEL

Skills Atlas

Skills are procedural memory. They preserve task triggers, prerequisites, steps, privacy rules, pitfalls, rollback, and verification independently of the current model. The count of 293 is a live inventory snapshot, not a permanent promise; skills are added, patched, archived, or removed as the system evolves.

Start with a trigger

Describe the exact request or condition that should load the skill.

Separate procedure from facts

Keep changing system state in canonical notes, not embedded forever in a skill.

Declare prerequisites

List tools, credentials by reference, permissions, and source material.

Encode failures

Record stable pitfalls and recovery—not one-off task history.

Test the skill

Run the procedure and verify outputs before treating it as reusable.

PRACTICAL REFERENCE

24 verified skill categories

autonomous-ai-agentsDelegation, coding lanes, coordination
creativeVisual design, generative media, ideation
cyber-labAuthorized defensive lab workflows
data-scienceIngestion, notebooks, analysis
devopsDeployment, services, providers, maintenance
diagnosticsHealth and integration diagnosis
emailInbox and mail operations
gamingGames, benchmarks, gaming systems
githubRepositories, issues, reviews, pull requests
knowledge-managementCanonical files, maps, documentation
mcpModel Context Protocol and retrieval
mediaAudio, video, music, editing
mlopsModels, serving, evaluation
note-takingObsidian notes and vault audits
osintPublic-source research workflows
osint-toolsLocal research workbenches
piPrivate-investigation routing and evidence
productivityDocuments, spreadsheets, planning
public-quality-packSpecifications, audits, verification
researchPapers, citations, monitoring
securityDefensive review and safe routing
smart-homeBounded home automation
software-developmentBuild, test, debug, browser QA
telegramMessaging UX and bot commands
FAILURE MODES

What breaks—and how to recover.

Skill sprawl

Consolidate overlapping narrow skills under a clear umbrella.

Stale commands

Patch the skill immediately after discovering a changed interface.

Private procedure exposure

Publish purpose and safe examples, not endpoints, credentials, or sensitive operational steps.

Copyable implementation prompt

Write a portable skill for [TASK]. Include trigger, purpose, non-goals, prerequisites, inputs, numbered steps, privacy rules, pitfalls, rollback, verification, and references. Keep machine-specific values as placeholders.
Public boundary

Use placeholders for paths, accounts, endpoints, identities, and credentials. Never publish secret values, private records, or a live control surface.

Verification gate

  • Trigger is precise
  • Procedure is model-independent
  • Privacy and rollback are explicit
  • Commands or actions have been tested
  • No temporary task state is embedded