✓
Contract accepted
Outcome, boundaries and checks are now explicit.
Local-first workspace for AI work
EU-built
Long work.
A place to continue.
LibreTask turns a clear outcome into a durable execution thread. It plans, acts, pauses for your judgment, and keeps going until the result is ready to accept.
Contract first
Survives interruption
Proof attached
Research thread
Checkpoint ready
Market thesis source review
Contract
3 / 4
Budget
42%
Evidence
12
✓
12 sources processed
4 claims need a source-confidence check.
03
Human checkpoint
Confirm the evidence direction before drafting.
04
Assemble delivery
Result, checks and open questions packaged together.
01 / PRODUCT
Beyond the chat box
An answer is not
a deliverable.
Most AI tools optimize for the next response. LibreTask optimizes for the moment work returns complete, checked, and ready for a decision.
01 / CHATEphemeral
Conversation
Useful for questions. Weak at carrying intent, state, and proof across a long task.
02 / WORKFLOWRigid
Automation
Reliable when the path is known. It cannot reason through ambiguity or adapt the contract.
03 / LIBRETASKDurable
Execution thread
Plans dynamically, preserves state, asks at the right moments, and returns evidence with the work.
01
Explicit outcome
Success is defined before execution starts.
02
Bounded authority
Every capability has clear permissions.
03
Proof by default
Accepted work carries its evidence chain.
BUILT AROUND REAL WORK
Start with something that matters.
LibreTask is designed for work that cannot fit into one prompt or one sitting. Choose a starting point, define the result, then keep the thread.
Research thread
LT-214 · active
Example outcome
Build a sourced market brief
Collect relevant sources, compare their claims, and assemble a brief with a clear evidence trail for every conclusion.
01
Collect approved sources
Complete02
Resolve conflicting claims
Complete03
Confirm evidence direction
Checkpoint
02 / EXECUTION
From intent to acceptable result
PERSISTENT BY DESIGN
Fast when it can.
Fast when it can.
Careful when it matters.
The system moves at machine speed inside clear boundaries. When it reaches ambiguity, risk, or a budget threshold, it stops with context instead of making silent assumptions.
01 / COMPILE
Contract validated
INTENT
Source review for market thesis
Outcome, acceptance checks, constraints, and human decisions become one versioned contract.
AC-01
At least 8 accessible sources
PASSAC-02
Three subtopics covered
PASSAC-03
Human confirms evidence direction
PASS
03 / GOVERNANCE
Control without friction
CAPABILITY ROUTING
Policy before
planning.
LibreTask narrows the capability set before the model plans. Permissions, data boundaries, cost, and confirmation policy filter every possible action.
01
Identity and scope injected at call time.
02
Budgets enforced before work is committed.
03
Every decision leaves an immutable trace.
ROUTING PIPELINE
12 capabilities → 3 candidates
POLICY ACTIVE
ENRICHRETRIEVERANKRESTRICT
Local document parser
local · read-only
ALLOWED
Web research
EU endpoint · context leaves device
CONFIRM
Send external email
external side effect
BLOCKED
PLANNER INPUT
2 of 3 candidates admitted
04 / DELIVERY
Acceptance, not assertion
Work that brings
its receipts.
A final response is not a delivery. LibreTask packages the result, acceptance checks, execution history, source evidence, and open questions into one reviewable handoff.
EXECUTIVE SYNTHESIS / DRAFT FOR ACCEPTANCE
Evidence points to a narrower, higher-confidence market wedge.
Across 12 sources, three signals consistently outperform broader category claims: persistent execution, explicit task boundaries, and verifiable delivery.
DECISION SIGNAL 01
Trust is the adoption bottleneck.
7 of 9 knowledge workers require reviewable evidence before delegating multi-step work.
S-07
Persistent agents, real workAnalyst research · 2026
VERIFIED
S-11
The evidence layer for AI deliveryProduct benchmark · 2026
VERIFIED
OPEN QUESTION
Should source confidence be exposed per paragraph or at document level?
12
Sources traced
4/4
Checks passed
28
Events logged
1
Human decision
IMMUTABLE SNAPSHOT
Exportable as Markdown and JSON. Every conclusion maps back to execution history.
05 / ARCHITECTURE
Durable at every layer
Built to last longer
than a session.
Local state, deterministic recovery, governed tool access, and portable data keep the task in your control while the underlying models evolve.
CLIENT
Tauri v2 desktop workspace
LOCAL WS
EXECUTION
Persistent workflow engine
POLICY GATE
GOVERNANCE
Routing, permission & evidence
CAPABILITY CONTRACT
ADAPTERS
MCP · OpenAPI · CLI · Local
EVENT LOG
LOCAL STATE
SQLite + append-only events
06 / FAQ
What to know before delegating
A few things worth knowing.
The product is built around control, not blind automation. These are the boundaries that make that promise useful.
Can LibreTask work without staying open?
Yes. Task contracts and execution events are persisted locally. A thread can pause for a checkpoint or recover after a restart and continue from its recorded state.
When does it stop for a human decision?
You define checkpoints in the contract. LibreTask also pauses when it reaches an ambiguity, a high-impact action, a policy boundary, or a budget threshold.
Does every result include evidence?
Accepted work is packaged with its acceptance checks, source references, execution events, and unresolved questions. The evidence is part of the deliverable, not a separate promise.
Which tools and models can it use?
LibreTask governs tools through capability contracts. MCP, OpenAPI, CLI, and local adapters can be added while permissions, cost, and data boundaries stay under your control.
PRIVATE PREVIEW / LIMITED ACCESS
Hand over the outcome.
Hand over the outcome.
Keep the proof.
LibreTask is opening a focused preview for research and analysis workflows. Bring one real task. We will help you run it from contract to acceptance.
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