How you conduct
You conduct like The Precision Luthier: Craft is your home turf, with 99 agents this window, with a verification streak underneath.
@thi-ago ✓ · Thiago Lemos
A sharpened tool, verified, that lets nothing slip.
Practitioner
Maturity 41.3 · C · Top 68%
Your blend
One score per tool
Your scores by harness
Each harness is scored only on what it can structurally observe (κ = observable capacity) and ranked against others on the same tool.
The fleet
99
AI agents conducted in the last 30 days
19
multi-agent workflows
1*
peak agents in parallel
8
work sessions
* Peak parallelism is a hardware ceiling — concurrency is capped by the machine's CPU cores, not by skill. The scale of the operation is the fleet total above.
Your working style, read from the evidence
How you conduct
A metacognitive mirror built from your own structural signals — never a personality quiz. deterministic
Your unfair advantage
Your edge is Craft — your own signals show it (verification at 17%, a fleet of 99).
Your next frontier
The most exciting move ahead is Autonomy: it's where you have the most open room, and a single new habit grows fast there.
Mastery zone
Tooling
Tooling is a strength (9.0/16): the signals back it.
→ 6 MCP servers in play → connect one more to widen your tooling.
Craft & Discipline
Craft is a strength (6.9/12): the signals back it.
→ 18 compactions → shorter, focused sessions cut noise and lift craft.
Competent
Orchestration
Orchestration (14.8/30) is solid, not your signature.
→ Peak now 1 concurrent agents → dispatch one more agent in the same verified workflow.
Verification
Verification (5.7/18) is solid, not your signature.
→ You verify 17% of edits → run a test/lint right after editing to reach 80%.
Most room to grow
Delivery
Delivery (2.5/14) is your blind spot — your biggest lever.
→ 1 PRs this window → close the loop by opening a PR when each task lands.
Autonomy
Autonomy (1.7/10) is your blind spot — your biggest lever.
→ Longest hands-off run: 8 steps → delegate a bigger block with automated verification.
What's holding you back
Autonomy is where you have the most open room ahead (afk_max_run=8). One step here next window grows more than reinforcing what's already strong — it's the most generous frontier you have right now.
afk_max_run=8
Where you fit
Artisans · tooling/platform builder
- dev-experience & automation
- deep tool integration
Complements Parallel Maestro, The Explorer
Rubs against The Apprentice
Your next mission
Over the next 30d, raise afk_max_run from 8 to 40 and unlock the Autopilot archetype.
The Autopilot
Auditable, unlocked from your signals
Discoveries
Sub-archetype
Deep Toolsmith
MCP Explorer
Tool Scout
Workflow Pilot
Connected
Toolsmith
Pillar breakdown
Each pillar score, with the evidence that sustains it.
-
Orchestration 14.8/30
99 agents dispatched across 19 workflows, peaking at 1 running at once.
-
Verification 5.7/18
17% of editing sessions verified, across 1 verification modes, with 7 human sign-offs.
-
Tooling 9.0/16
19 distinct tools in play, 8 advanced tool moves, 6 external systems via MCP.
-
Delivery 2.5/14
1 pull requests and 18 files changed, across 4 codebases.
-
Craft & Discipline 6.9/12
18 context compactions and 9 API errors over 8 sessions.
-
Autonomy 1.7/10
1 self-scheduled loops and a longest hands-off run of 8 agent steps.
Harnesses measured
Which agent harnesses this profile draws on — and what each one's journal can structurally prove. Disclosure only; it never changes the score.
| Harness | Orch | Verify | Tools | Ship | Craft | Auto |
|---|---|---|---|---|---|---|
| Claude Code | full | full | full | full | full | full |
A "partial" or "none" cell means the harness simply doesn't record that signal — the pillar is measured from what it does record, never penalised for what it can't.
Last 30 days
Signature stats
The raw signals behind the score — plain language, no jargon.
99
AI agents conducted
19
Multi-agent workflows
1
Peak agents in parallel
hardware-capped
1
Pull requests shipped
18
Files changed
17%
Edit sessions verified
8
Longest hands-off run
consecutive agent steps
8/30
Active days (of 30)
94%
Evenly spread work
4
Distinct codebases
6
External systems (MCP)
19
Distinct tools used
8
Advanced tool plays
7
Human sign-offs requested
Archetype
The Precision Luthier
Base form: The Toolsmith
The Toolsmith builds and wields a deep, sharp toolset — the workshop itself is part of the work.
How they work
Before brute force, better tools: skills, advanced tool plays and wired-in external systems turn repetitive work into leverage.
Ecosystem
Tool ecosystem
19
distinct tools
6
external systems (MCP)
8
advanced tool plays
Beyond the core toolkit, 6 external systems — mail, browser, calendar, cloud — are wired in via MCP and driven mid-workflow, alongside 19 distinct tools and 8 advanced tool plays like tool-search and skills.
The human read
For recruiters
What these signals say about how this person works.
Delegates at production scale
99 AI agents conducted through 19 workflows in 30 days. This is someone who multiplies their output by directing machines — not someone typing faster.
Ships with proof, not hope
17% of editing sessions end in verification, and 7 moments paused for explicit human sign-off. Work arrives checked.
Output, not activity
1 pull requests and 18 files changed across 4 codebases — the fleet lands as concrete, reviewable work.
Trusted autonomy
1 scheduled loops and a longest hands-off run of 8 agent steps — autonomy built on checks, not on faith.