By abossard
Evidence-based agent orchestration. Four skills (blueprint / replicate / inspect / extract) collapse a brainstorm-plan-code-review pipeline into one tiered human gate, plus a dr-evil agent that drives the flow end-to-end and a frau subagent that runs inspection with full tool access in a fresh context to remove implementation bias. Ships a lab skill that bootstraps the per-repo files into any target repo.
Run a task end-to-end through the minime four-phase flow (blueprint -> replicate -> inspect -> extract). Invokes skills and holds the line on phase boundaries.
Evidence-gathering inspector. Executes the inspect skill's process in a fresh context. Full tool access for investigation. Surfaces evidence, never a verdict.
Blueprint a coding task from inline context or an existing blueprint. Reads the repo and org wiki page collections, scores and verifies them, thinks silently, self-challenges, and hands off to replicate. No human review gate. The blueprint is the durable handoff artifact.
Extract lessons from a just-merged task or current session into the global raw/wiki knowledge root. Human corrections are the highest-value signal. Every durable claim must cite live code.
Inspect the implementation in a fresh subagent context. Verifies each EARS criterion against evidence (tests, diff, assumptions), computes an uncertainty-based risk tier, and either routes to extract (LOW) or surfaces an evidence package for the human (HIGH). Surfaces evidence, never a verdict.
Bootstrap minime user-home state only (no repository writes). Creates blueprint templates plus global raw/wiki/schema roots and repo blueprint dirs under VIRTUCON_HQ.
Replicate a planned task in a tight test-driven loop. Generate -> run -> observe REAL output -> fix. Re-injects blueprint constraints after context compaction or when switching focus. No human review gate.
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"You complete me." - Dr. Evil
Evidence-based agent orchestration for GitHub Copilot.
Four phases. One tiered human gate. The gate stays cheap by handing the inspector an evidence package instead of a verdict, then using ask_user only when human input is truly required.
The core workflow is informed by empirical work (DeepMind 2025, Springer 2026, ClassEval). See REFERENCES.md.
Five skills plus two agents, distributed as a plugin:
| Skill | Phase | Auto | |
|---|---|---|---|
/minime:blueprint | Read ranked wiki pages, nudge EARS quality, plan silently, self-challenge | โ | |
/minime:replicate | Test-driven generate -> run -> observe -> fix loop | โ | |
/minime:inspect | Verify criteria against evidence; route by uncertainty tier | โ | |
/minime:extract | Capture lessons into the raw/wiki knowledge base with code citations | โ | |
/minime:lab | Bootstrap Virtucon HQ (auto-runs via session-start hook) | ๐ง |
| Agent | Role |
|---|---|
minime:dr-evil | ๐ฆน Runs the flow end-to-end. claude --agent minime:dr-evil |
minime:frau | ๐ Evidence-gathering inspector in fresh context. Full tool access, no implementation writes. |
Runtime state lives in VIRTUCON_HQ (defaults to $HOME/.minime, overridable via env var).
The SessionStart hook resolves paths, injects them into every session, and auto-bootstraps the Karpathy-style knowledge layout.
VIRTUCON_HQ now has one shared knowledge root plus per-repo blueprint folders:
raw/<org>/<repo>/ for immutable source documents such as findings, results, user messages, and hard-won discoverieswiki/index.md and wiki/log.md for the shared catalog and ingest logwiki/orgs/<org>/<repo>/ for repo topic pageswiki/patterns/ for cross-repo guidanceschema.md for the conventions that shape the wiki<org>/_<repo>/blueprints/ for living blueprintsA legacy repo wiki.md becomes raw/<org>/<repo>/legacy-wiki.md when bootstrap sees it.
Logs and large outputs stay in execution evidence, not in raw/.
ask_user with evidence, suggestions, confidence, reasoning, and a free-text override.The session-start hook auto-bootstraps VIRTUCON_HQ and injects a nudge into every session.
No repo-level custom instructions are needed. Describe your task inline and invoke /minime:blueprint to start the flow.
copilot plugin marketplace add abossard/virtucon
copilot plugin install virtucon@minime
Verify and inspect what loaded:
copilot plugin list
copilot plugin marketplace list
In an interactive session:
/agent
/skills list
Update to latest published version:
copilot plugin update minime
The session-start hook auto-bootstraps VIRTUCON_HQ on every session.
Manual bootstrap is rarely needed:
/minime:lab
Two modes: pick the one that fits the task.
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