Evidence-gated
Narratives and “looks good” diffs do not count as acceptance. The mission contract names the proof.
BLERBZ LABS / OPEN SOURCE
Synergetic Loops
AbsoLoop is Synergetic Loops — bounded cycles where builder, critic, human, and local agent CLIs compound, so the mission outcome is stronger than any single agent alone.
Evidence wins. Budgets bind. The critic does not take your word.
MIT licensed
Python 3.9+
Zero pip dependencies
MISSION / ABS-001
AbsoLoop
01
BUILDER
claims done + evidence
02
CRITIC
tries to disprove it
03
HUMAN GATE
accepts or steers
THE MISSION LOOP
Done is an agreement,
not a declaration.
You state the objective. AbsoLoop turns it into a checkpointed contract, then closes the loop only when the proof survives review.
-
INPUT
Objective
State the outcome in plain language.
-
CONTRACT
/goalGenerate evidence, budget, and done criteria.
-
ITERATE
Builder
Repair, test, and escalate thinking when stuck.
-
VERIFY
Critic
Review read-only and search for blockers.
-
DECIDE
Human gate
Approve, reject, resume, or extend.
WHY ABSOLOOP
Local agents.
Hard edges.
No cloud AbsoLoop service. No mystery SaaS. Your machine, your providers, your ledger.
Adversarial critic
An independent reviewer tries to break the result before it ever reaches the human gate.
Hard budgets
Iterations, wall clock, and dollars stay visible. Stop safely, then resume or extend deliberately.
Provider-native
Claude Code, Codex, and Grok keep their own authentication, tools, and sessions.
ONE CLI / TWO SURFACES
Loop for depth.
Harness for range.
A
DAY-TO-DAY
Mission loop
Long-running, checkpointed repair toward a /goal contract with a final human gate.
absoloop watch
absoloop approve
absoloop resume · extend
B
MULTI-PROVIDER
Agent harness
One-shot, race, council, and cross-provider review in isolated git worktrees.
single
review
race · council
QUICK START
Start a loop
on your machine.
Bring Python 3.9+ and at least one provider CLI. AbsoLoop preserves the tools and authentication you already use.
Full setup guide$ git clone https://github.com/BLERBZ/absoloop.git
$ cd absoloop
$ export PATH="$PWD/bin:$PATH"
$ absoloop setup
✓ providers detected
✓ mission briefing ready
$ absoloop "Make all tests pass"
BUILD WITH RECEIPTS