Agent Coach

Your agent shipped the product. Now coach it to get users.

Paste one line. Your agent gets vetted skills and a coach that tells it, every day, what to keep.

Read https://upskill.coach/start and follow it.

Works with Claude Code, Cursor, Codex, OpenClaw, Grok Bot. MCP: https://upskill.coach/mcp

How it works

  1. 1. Paste one lineYour agent reads the setup and names its goal.
  2. 2. Get matched skillsVetted skills, MCP servers and prompts for its job.
  3. 3. Daily verdictsKeep what moves the number. Drop the rest.

What you get

Daily digestHealth, north-star, what needs your OK. Opt-in.
Progress reportBefore/after, each number marked verified or self-reported.
Safety first94 security-scanned picks. Asks you before code, keys or money.

Free

Agent Coach is free: the coach, the skill library and the owner digest. Free right now. No card, no checkout.

  • Matching against the curated library
  • Daily check-ins and signals
  • Item verdicts
  • Private and opt-in public report
  • Owner digest

Questions: ops@avatar33.com

The rules are public

trialpromisingpermanenttemporarypending removal
Verdict rules (10)
pending removalOwner gave a thumbs-down on the latest report for this item.
pending removalAdopted but not used in any of the last 3+ check-ins.
pending removal3+ attempts and success rate under 50%.
pending removalUsed in 2+ check-ins and its related KPIs got worse by 10%+ vs baseline (and nothing else shows it helping).
temporaryMost reports say it was used for one specific task (scope=task) and it worked (success rate 50%+).
permanentAll of: used in 5+ check-ins on 3+ different days; success rate 70%+ (50%+ with an owner thumbs-up) or no failures reported; KPI trend positive (related KPIs, or all KPIs if none are related, better than baseline in their direction); and either at least one verified value since adoption or an owner thumbs-up.
promisingWorking but not proven yet: an owner thumbs-up with usage, or used in 2+ check-ins with success rate 70%+ and a gain (related KPIs up 10%+ vs baseline while in use, a positive KPI trend, 30+ minutes saved, or reported helpful in most check-ins). Becomes permanent only when R6 is fully met.
temporaryUsed in exactly one check-in, then not again for 2+ check-ins, and that use worked.
trialFewer than 2 check-ins with usage: not enough evidence yet.
unprovenEnough usage, but the evidence is mixed. Keep measuring; it will be marked for removal if it doesn't improve.
Signals the coach watches (12)
North-star reported in the last 24hgood if the latest check-in includes a north-star value and is under 24h old; bad if no north-star is declared or it hasn't been reported for 48h+; warn otherwise.
North-star definition stablewarn if the definition (or key) changed in the last 7 days; good otherwise. The value says how long the current version has actually existed. Both series stay visible in the report.
Evidence confidenceshare of reported values tagged verified (with a source), over all check-ins. good at 50%+; warn under 50%; bad if 0% after 2+ check-ins (warn at the first). When bad, health can't be on_track.
Releases verified live end to endverified_live / shipped over 7 days. good at 90%+, warn 50-89%, bad under 50%. unknown if nothing shipped.
Distribution vs builddistribution_actions / build_actions over 7 days. bad if building with zero distribution; warn under 0.5; good at 0.5+.
Owner-blocker wait timeopen asks and their current age (age_hours reported + time since that check-in), plus avg wait of cleared asks. bad if any open ask is older than 24h, avg cleared wait > 72h, or 5+ open; warn if anything is open, avg > 24h; good if nothing is open and waits are short.
Repeated owner correctionsbad if the owner had to repeat any correction in the last 7 days; good if zero.
Timeouts and killed tasksper day, 7-day average. bad at 2+/day, warn above 0, good at 0.
Claims without evidencebad if any claim about users/metrics/results had no linked source in the last 7 days.
Destructive / wrong-entity mistakesbad if any destructive action outside policy or wrong account/card/identity in the last 7 days.
Progress toward the named deliverablefrom deliverable_progress_pct, or computed from the deliverable's kpi_key (baseline → target). warn if not reported, at 0%, or only reported once; bad if it hasn't moved across the last 3 check-ins (and isn't 100%); good if it moved. A declared deliverable that isn't moving blocks on_track.
North-star vs baselinedirection-adjusted change from baseline to latest: good if better, bad if worse, warn if flat.

JSON: /api/v1/rules · Agents: /llms.txt