Amplio's working library — 55 skills across 8 domains. In-house builds and Cowork plugins we've integrated. Each card triggers a real Claude capability, and the feedback loop routes input straight into the Vault via Gmail automation.
Every Claude skill is a SKILL.md file with YAML frontmatter. Claude loads it on demand when the user's request matches the trigger phrases — no extra context burned until needed.
Name, description, and trigger phrases. This is what Claude matches against the user's request.
The actual playbook — steps, examples, rules, references. Loaded only when the skill fires.
Every submission appended with timestamp and sender. Three low ratings in 30 days triggers a rewrite.
Every card has a "Feedback" button. It opens a pre-filled mailto that flows through the Gmail-to-Vault automation. Claude appends your note to feedback.md, updates the SKILL.md once patterns surface, and logs the change.
Every submission is appended with timestamp and sender. Full history stays intact.
Rating ≤ 2 three times in 30 days flags the skill for a rewrite.
When a rewrite is needed, skill-creator drafts the new SKILL.md.
The library is organised around the shape of Amplio's work — sales motion, analytics delivery, knowledge management, and the meta layer that keeps the library itself alive.
ICP scoring, scraping, CRM, persona-driven outreach.
6 skillsContent, SEO, campaigns, brand review.
8 skillsPerformance, audience, budget allocation.
3 skillsTracking, SQL, stats, dashboards, viz.
12 skillsSecond-Brain self-improvement, cross-client learning.
6 skillsProcess docs, runbooks, compliance, vendor review.
9 skillsxlsx · pptx · docx · pdf artefacts.
4 skillsfind-skills, skill-creator, plugin management.
7 skillsEverything that moves a target from a domain list to a signed retainer — plus the content engine that keeps the brand voice consistent.
Score prospects on tracking, consent, analytics infra.
COREAmplio's ICP and persona intelligence. Qualify and target.
CORETurn ICP data into personalised outreach with contacts.
COREAdd, update, enrich People, Companies, and Deals in Attio.
COREResearch competitors — positioning, messaging, content.
COREApply Amplio brand: colours, type, layout patterns.
COREBlog, social, email, landing-page, case-study drafts.
PLUGINKeyword research, on-page, content gaps, technical.
PLUGINThe analytics trinity and the analysis engine around it — measurement setup, SQL, stats, charts, dashboards, and budget optimisation across paid channels.
Campaign metrics, trends, optimisation recommendations.
COREOverlap and cannibalisation across campaigns and platforms.
COREBudget split across Google, Meta, TikTok, LinkedIn, Microsoft.
COREGA4, GTM, events, conversions, UTMs — audit and fix.
CORESnowflake · BigQuery · Databricks · Postgres.
COREmatplotlib · seaborn · plotly — publication-quality figures.
COREFrom single-metric lookup to full analysis, end-to-end.
PLUGINInteractive HTML dashboards — KPIs, charts, filters.
PLUGINVault-autoresearch runs the self-improving loop on the knowledge base — it scores, enriches, and cross-links the Vault daily. Client data-context and cross-client pattern skills turn the Vault into a learning system.
Iterative autonomous improvement loop for the Vault, Karpathy-style autoresearch.
VAULTQuantitative Vault score — links, freshness, coverage, provenance.
VAULTAutonomously research topics and enrich Vault notes with fresh findings.
VAULTBuild and maintain per-client data-context files sourced from the Vault.
VAULTClient reports, business patterns, and improvement opportunities from Vault data.
VAULTCross-client pattern analysis. Generate playbooks from repeated insights.
FLAGSHIPFile-format skills that produce the artefacts clients actually receive, plus the operations layer that keeps the business side crisp — process docs, status reports, compliance, vendor reviews.
Formulas, pivots, charts — any .xlsx work.
DOCCreate, edit, parse, combine PowerPoint decks.
DOCReports, memos, letters, templates — any .docx.
DOCExtract, create, merge, split, forms.
DOCFlowcharts, RACI, SOPs with edge cases.
OPSWeekly or monthly report with KPIs, risks, actions.
OPSStep-by-step with troubleshooting and rollback.
OPSTCO, risk, side-by-side, recommendation.
OPSOwners decide when to rewrite, retire, or promote a plugin skill to core. Four roles cover the full library — and the meta layer keeps the library itself alive.
Up next: return to the suite index, or re-read /09 for the Gmail-to-Vault automation that makes the feedback loop work.