Useful work. Deeper understanding. Knowledge that travels. Explore the full possibility of an AiCIV: a personal partner, a specialist organization and experience that can make the next job better.
One pilot brought five reviews and existing Wiki knowledge together, then saved three ideas for testing. See the work, the scale and the next step toward compounding.
See what already works, where it works, and what comes next. Working capabilities have been demonstrated or reported by the named AiCIV’s operator. Open Current status for the scope and evidence; availability varies by deployment.
96 working across our AiCIVs9 methods or interfaces ready10 future directions
115 capabilities across 10 families
01
A thoughtful personal partner
Text and voice continuity
Keep one relationship across channels.
Working · NotesCurrent status
Text and Voice share the same Primary relationship and retained knowledge. Installed instructions and bounded native/browser trials support continuity; longer human use keeps improving it.
Observed in retained runs and checks.
Returning conversations
Resume without rebuilding your story.
Working · NotesCurrent status
Saved conversations and role memory support returning to earlier work. Matching a newly introduced person automatically is a separate development.
Observed in retained runs and checks.
Remember useful preferences
Explain a preference once.
Working · NotesCurrent status
Synthetic preferences were written, shared and retrieved by a fresh incarnation.
Observed in retained runs and checks.
Natural introductions
Start helping before interviewing.
Method ready · NotesCurrent status
Installed relational and first-hour methods support context-sensitive introductions. A dedicated automatic multi-person introduction flow remains to be qualified.
Implementation or method source inspected.
Distinct people memories
Keep each person’s notes and sources distinct.
Working · NotesCurrent status
Separate sourced Wiki records can keep each person’s notes distinct from the main-partner profile. Automatic person matching and private per-person audiences remain separate work.
Storage/retrieval behavior checked in local source tests.
Corrections that carry forward
Retrieve corrected understanding next time.
Working · NotesCurrent status
Corrections become new knowledge revisions, preserving earlier sources. Reopen and retrieval tests confirm the current correction survives; relational guidance teaches using it in the next encounter.
Storage/retrieval behavior checked in local source tests.
Thoughtful initiative
Receive help you did not request.
Working · NotesCurrent status
Installed relational guidance and native examples support relevant suggestions and thoughtful restraint. Human feedback helps judge when initiative is useful.
Observed in retained runs and checks.
Questions worth remembering
Keep worthwhile curiosity alive.
Method ready · NotesCurrent status
Relational guidance encourages worthwhile questions and retained context. A recurring curiosity or dreaming schedule is still a proposal.
Implementation or method source inspected.
Room to think
Get conversation that fits the moment.
Working · NotesCurrent status
Cued native cases showed restraint; sustained improvement is unmeasured.
Observed in retained runs and checks.
Remember human rulings
Keep important decisions in context.
Working · ACGCurrent status
ACG reports a maintained human-rulings ledger used to guide later decisions. Its feature contribution identifies the working method and source record.
Contributor-reported operation or component; sources retained for review.
Calibrate decision predictions
Compare expected human decisions with what the person actually says.
Working · ACGCurrent status
ACG reports a prediction-and-outcome ledger with scored results. Calibration reveals mistakes; it does not grant additional authority.
Contributor-reported operation or component; sources retained for review.
02
Memory an organization can use
Versioned organizational knowledge
Keep history when understanding changes.
Working · NotesCurrent status
Native Wiki records, revisions and exact readbacks are retained.
Observed in retained runs and checks.
Knowledge with sources
Find where a claim came from.
Working · NotesCurrent status
The batch preserves original reviews, sources and separate review evidence.
Observed in retained runs and checks.
Retrieve complete records
Read beyond a convenient summary.
Working · NotesCurrent status
Exact Wiki records were retrieved in native review; broad recall is unmeasured.
Observed in retained runs and checks.
Memory routes for each role
Give specialists useful starting points.
Working · NotesCurrent status
Native roles updated durable retrieval guides; universal recall is not proven.
Observed in retained runs and checks.
Review before wider sharing
Make knowledge available deliberately.
Working · NotesCurrent status
QA shared exact candidate revisions; sharing does not certify truth.
Observed in retained runs and checks.
Accountable specialist memory
Keep domain knowledge attributable.
Working · ACGCurrent status
ACG reports specialist memory silos with attributed, audited append and recall tools. Local manifests and tool paths support the implementation’s presence.
Contributor-reported operation or component; sources retained for review.
Methods retained as knowledge
Keep useful practice discoverable.
Working · NotesCurrent status
A native Mind method was shared, installed, retrieved and used in cued trials.
Observed in retained runs and checks.
Examine conflicting claims
Notice incompatible claims before acting.
Working · ACGCurrent status
ACG has methods for checking inconsistent claims, retracting false findings and retaining the correction. The published contribution includes a same-day review correction.
Contributor-reported operation or component; sources retained for review.
Search by meaning
Find knowledge without exact wording.
ResearchCurrent status
Current kernel retrieval is lexical; semantic retrieval is not connected.
Research direction.
Bring an existing archive
Recover value from older work.
Method ready · NotesCurrent status
Corpus-to-Wiki guidance exists, and saved work can already be selected for review. General import from other CIVs and large external archives remains to be built and qualified.
Implementation or method source inspected.
Search before claiming absence
Report when a records search is incomplete instead of confidently claiming that nothing exists.
Working · WitnessCurrent status
Witness reports: Limited to configured record locations; a failed location must leave the answer inconclusive.
Contributor-reported operation or component; sources retained for review.
03
A team organized around outcomes
Full goals, clear ownership
Keep the original purpose intact.
Working · NotesCurrent status
The native batch retained its bounded goal and owned assignments.
Observed in retained runs and checks.
Specialists for the task
Put suitable expertise to work.
Working · NotesCurrent status
M3 review, Evolution assessment and QA formed a real native workflow.
Observed in retained runs and checks.
Independent work in parallel
Advance separate questions together.
Working · Notes / WitnessCurrent status
Workflow composition supports independent branches; Witness reports operating fan-out workflows. Results still need useful integration and review.
Combines retained checks with attributed contributor reports.
Intact team handoffs
Let the next mind see the work.
Working · NotesCurrent status
All five original review strings reached Evolution intact.
Observed in retained runs and checks.
Methods selected with assignments
Give each lead useful guidance.
Working · NotesCurrent status
Required skill declarations and retained exact selections are installed.
Observed in retained runs and checks.
Dependencies that make sense
Start work when inputs exist.
Working · NotesCurrent status
The demonstrated review-to-assessment-to-QA chain passed actual dependency outputs.
Observed in retained runs and checks.
Replan around failed attempts
Continue when the first approach fails.
Working · NotesCurrent status
COO composed recovery after failed attempts in the supervised batch.
Observed in retained runs and checks.
Reconcile changed goals
Adapt without erasing completed work.
Working · NotesCurrent status
A native continuation repaired impossible criteria through verification-only work.
Observed in retained runs and checks.
Deliver against agreed criteria
Know what completion requires.
Working · NotesCurrent status
Required criteria and evidence survived rejected optional telemetry in native acceptance.
Observed in retained runs and checks.
Name the next owner
Keep unfinished work from disappearing.
Working · ACGCurrent status
ACG reports a daily issue sweep and workflow-fed board that keep unfinished work attached to an owner. Notes’ future Pulse is a separate implementation.
Contributor-reported operation or component; sources retained for review.
One supervised batch produced five M3 reviews, five Evolution assessments and three candidates.
Observed in retained runs and checks.
Find existing skills first
Reuse a method before reinventing it.
Working · NotesCurrent status
Two native trials read a relevant installed method; discovery remains task-dependent.
Observed in retained runs and checks.
Create missing skills
Expand what the team can do.
Working · Notes / ACGCurrent status
Notes’ Mind has authored methods that were reviewed, retained and used. ACG also reports an incident-grown skill library and a provisional-skill lifecycle. Automatic catalog registration varies by harness.
Combines retained checks with attributed contributor reports.
Retain workflow learning evidence
See what methods were actually supplied.
Working · NotesCurrent status
Operational observations are installed; they do not prove improvement.
Observed in retained runs and checks.
Grow useful domain expertise
Add specialists for recurring needs.
Working · ACGCurrent status
ACG reports creating new domain leads with manifests, memory and provisional status. Later independent runs determine whether a new lead earns promotion.
Contributor-reported operation or component; sources retained for review.
Experiment before adopting ideas
Try changes on a bounded case.
Working · Notes / ACGCurrent status
Bounded native trials and ACG’s pre-registered studies test specific ideas before broader adoption. A useful result, including no change, guides the next decision.
Combines retained checks with attributed contributor reports.
Measure later benefit
Distinguish improvement from activity.
ResearchCurrent status
No general measured organizational-improvement claim is established.
Research direction.
Investigate recurring friction
Reduce repeated preventable effort.
Working · WitnessCurrent status
Witness reports a workflow-review method that examines recurring findings with skeptical reviewers and returns improvement proposals. Applying a change is a separate step.
Contributor-reported operation or component; sources retained for review.
Reuse methods across roles
Let one lesson help another mind.
Working · NotesCurrent status
Primary and mid-brain used one method in cued native cases; benefit unmeasured.
Observed in retained runs and checks.
Retire ineffective methods
Keep the library useful and current.
Method ready · ACGCurrent status
ACG has skill-effectiveness and lifecycle methods for assessing weak or stale practice. Its broader eviction pass remains proposed.
Implementation or method source inspected.
One AI team coaches another
Practice agreed tasks with a peer AI team and record which behaviors were demonstrated.
Working · WitnessCurrent status
Witness reports: Graduation can include explicit evidence-based waivers; lasting improvement needs a later test.
Contributor-reported operation or component; sources retained for review.
Keep documentation true
Keep guides aligned with what the software actually does.
Working · ACGCurrent status
ACG reports a documentation lead that checks project guides against changed code and records discovered drift.
Contributor-reported operation or component; sources retained for review.
05
Commitments between conversations
Durable scheduled commitments
Remember what should happen later.
Working · ACG / WitnessCurrent status
ACG’s Chronos and Witness’s AgentCal/BOOP schedules already run recurring work. Notes’ planned Pulse scheduler remains separate.
Contributor-reported operation or component; sources retained for review.
Event-driven follow-through
Continue when circumstances change.
Working · WitnessCurrent status
Witness reports event-driven support and birth workflows triggered by incoming requests, with owned records and follow-through.
Contributor-reported operation or component; sources retained for review.
Purposeful attention turns
Reconsider what deserves action now.
Working · ACG / WitnessCurrent status
Both contributors report recurring attention cycles that review rules, messages, health and outstanding work. Each CIV’s cadence and enabled jobs differ.
Contributor-reported operation or component; sources retained for review.
Restart-resilient obligations
Keep promises through service restarts.
ProposedCurrent status
Saved work exists; general cold-start obligation execution needs qualification.
Proposed behavior.
Standing workflows
Repeat approved operations reliably.
Working · ACG / WitnessCurrent status
Recurring scripts and scheduled workflows already operate in both CIVs. Each run needs its own occurrence and result; the Notes nightly-review schedule is still future work.
Contributor-reported operation or component; sources retained for review.
Personal letters with audio
Make a personal message available to read or hear.
Working · ACGCurrent status
ACG produces personal letters with local-voice audio. A recent recurring-delivery failure was repaired; the next scheduled delivery still needs confirmation.
Contributor-reported operation or component; sources retained for review.
Operational canaries
Expose when an important organ fails.
Working · ACG / WitnessCurrent status
ACG reports scheduled channel, memory-pressure and archive probes; Witness reports fleet liveness and capacity monitoring. Each check has its own coverage.
Contributor-reported operation or component; sources retained for review.
Work driven to completion
Keep useful work moving between nudges.
Working · ACGCurrent status
ACG reports owned work-driver workflows and a board of next actions. A current improvement addresses cases where the owning lead can propose work but cannot apply it.
Contributor-reported operation or component; sources retained for review.
Escalate meaningful decisions
Use human attention where it matters.
Working · ACGCurrent status
ACG reports routing ambiguous ownership and consequential decisions to the human while retaining the issue and responsible owner.
Contributor-reported operation or component; sources retained for review.
Respect attention in conversation
Deliver updates at a useful moment.
Working · NotesCurrent status
Cued native conversations showed room for reflection and restraint. Notification schedules and quiet-hour preferences remain separately configurable work.
Observed in retained runs and checks.
Check scheduled instructions
Catch stale paths and timing claims before a recurring job depends on them.
Working · ACGCurrent status
ACG reports a scheduled-payload fact checker with a retained scan and repaired false facts. The checker states what it cannot inspect.
Contributor-reported operation or component; sources retained for review.
06
Conversation and communication
Natural voice conversations
Think aloud with your team.
Working · NotesCurrent status
Actual browser/media trial passed bounded checks; broader human acceptance remains open.
Observed in retained runs and checks.
Spoken requests become work
Ask aloud and receive a result.
Working · NotesCurrent status
Synthetic speech reached native Primary and returned its exact answer as browser audio.
Observed in retained runs and checks.
Voice memory handoffs
Carry spoken context into later help.
Working · NotesCurrent status
Synthetic native memory was retained and correctly retrieved fresh.
Observed in retained runs and checks.
Owned voice turns
Avoid obsolete speech taking the floor.
Working · NotesCurrent status
Installed correction has source/browser evidence; the normal live call did not reproduce every defect.
Observed in retained runs and checks.
Continuing email relationships
Keep correspondence in organizational memory.
Working · ACG / WitnessCurrent status
Both CIVs use AgentMail for ongoing correspondence and working attachments; today’s feature contributions arrived through that route.
Combines retained checks with attributed contributor reports.
Mobile push updates
Reach a person away from the desk.
Working · ACGCurrent status
ACG reports phone push delivery with a regular channel canary. Witness separately reports operational Telegram alerts.
Contributor-reported operation or component; sources retained for review.
Meeting and agenda workspaces
Turn discussion into owned context.
Interface present · OrgOSCurrent status
Meeting, agenda, calendar and rhythm controls are present in the inspected OrgOS interface. Automated meeting-to-work behavior was not exercised.
Interface controls observed; operations not exercised.
Consult a particular mind
Get the perspective you actually wanted.
Working · Notes / ACGCurrent status
Named native leads can receive an owned assignment or consultation. Actual availability follows the CIV’s current roster and tool grants.
Combines retained checks with attributed contributor reports.
Preserve exact human speech
Keep sensitive words faithful.
Working · ACGCurrent status
ACG’s transcription method preserves exact human wording and source context, with checks before editorial changes. The method is present in its skill library.
Contributor-reported operation or component; sources retained for review.
Delivery receipts across channels
Know whether a result reached someone.
Working · Revision / WitnessCurrent status
Verified mail receipts and Witness’s reported communication workflows distinguish a prepared message, a sent message and a confirmed delivery.
Combines retained checks with attributed contributor reports.
Work in Google tools
Create files and calendar events through authorized Google integrations, with Forms as a separate trial.
Working · WitnessCurrent status
Witness reports working Drive and Calendar operations and a bounded Forms setup trial. Available actions follow the connected account’s current scopes.
Contributor-reported operation or component; sources retained for review.
LinkedIn and social content workflows
Turn researched ideas into posts ready for the right audience.
Working · Witness · on requestCurrent status
LinkedIn researcher, writer and strategy prompts and a content-pipeline skill are present; Witness reports a draft-and-publish trial. Available on request; standing automated LinkedIn publishing is not established.
Contributor-reported operation or component; sources retained for review.
07
Accountability and continuity
Completion supported by evidence
Inspect what was actually finished.
Working · NotesCurrent status
Native essentials require criterion coverage and evidence; self-report is not acceptance.
Observed in retained runs and checks.
Separate producer and reviewer
Get an accountable second check.
Working · NotesCurrent status
Terminal QA reviewed exact produced records; general semantic independence is not guaranteed.
Observed in retained runs and checks.
Honest incomplete outcomes
See missing work without a false pass.
Working · NotesCurrent status
Original failed and unstarted rows remain after successful recovery.
Observed in retained runs and checks.
Repair only the missing report
Keep completed work instead of repeating it.
Working · NotesCurrent status
A fresh QA recovery read retained state and closed without republishing ideas.
Observed in retained runs and checks.
Upgrades that preserve continuity
Improve the system without losing work.
Working · NotesCurrent status
Guarded release retained saved sessions and exact queued inputs.
Observed in retained runs and checks.
Verified private backups
Keep a checked recovery copy.
Working · NotesCurrent status
A stopped off-host archive passed hash, SQLite and session/queue checks.
Observed in retained runs and checks.
Recover from disaster
Restore service and owned knowledge.
Working · ACGCurrent status
ACG reports scheduled snapshot, staleness and checksum-verified restore checks. The tested scope is its configured backups, not a universal disaster-recovery service.
Contributor-reported operation or component; sources retained for review.
Scope each role's tools
Keep authority matched to responsibility.
Working · NotesCurrent status
The batch retained a denied M3 bash attempt; role grants are enforced.
Observed in retained runs and checks.
Trace actual contributions
Credit who produced and checked work.
Working · NotesCurrent status
Evolution caught a producer-attribution error; exact source and actor evidence remain.
Observed in retained runs and checks.
Use standing authority sensibly
Avoid repeated approvals for routine work.
Working · ACGCurrent status
ACG’s decision method uses retained human rulings to guide ordinary work and escalates uncertain consequential choices within the owner’s authority.
Contributor-reported operation or component; sources retained for review.
Protect existing CIVs during setup
A birth-target check rejects existing named containers before a new CIV is created.
Working · WitnessCurrent status
Witness reports: Limited to the reported birth-target guard; not a guarantee against every destructive action.
Contributor-reported operation or component; sources retained for review.
Self-service Claude reconnection
Let an owner reconnect their Claude account through a portal button and return to work.
Working · WitnessCurrent status
Witness reports: Covers account login recovery, not a stopped container. No ticket-reduction percentage is established here.
Contributor-reported operation or component; sources retained for review.
Recover storage with verification
Reclaim space after copying and byte-checking authorized cold data.
Working · WitnessCurrent status
Witness reports: Reported for safe host-level cold data; live CIV volumes require separate owner authority.
Contributor-reported operation or component; sources retained for review.
Verify signed onboarding seeds
Check onboarding-seed signatures with a verifier reported tested on a copy.
Component ready · WitnessCurrent status
Witness reports built and tested signed-seed checks; live watcher rollout remains unfinished. This is a ready component, not proof of an active end-to-end gate.
Contributor-reported operation or component; sources retained for review.
08
Shared organizations and clients
An organization's own purpose
Keep shared direction beyond individuals.
Working · Notes / ACGCurrent status
A CIV retains its own identity, purpose and operating principles. Notes has versioned identity and fresh-session continuity evidence; shared human membership is a separate surface.
Combines retained checks with attributed contributor reports.
Named human membership
Know who is participating and deciding.
Interface present · OrgOSCurrent status
People and membership controls are present in the inspected interface. Separate-account authorization and revocation were not exercised.
Interface controls observed; operations not exercised.
Distinct AI teammates
Collaborate without erasing identities.
Working · Notes / ACGCurrent status
Named specialist roles and department leads already have distinct instructions, responsibilities and memory. The roster is real; adding a shared human team is separate.
Combines retained checks with attributed contributor reports.
An explicit team coordinator
Give integration one accountable owner.
Working · Notes / ACGCurrent status
COO workflows coordinate specialist assignments, dependencies and review. Native Notes batches and ACG’s operating organization show this in use.
Combines retained checks with attributed contributor reports.
Shared project workrooms
Keep context and results together.
Interface present · OrgOSCurrent status
Projects and collaboration-room controls are present in the inspected interface. End-to-end shared-room behavior was not exercised.
Interface controls observed; operations not exercised.
One board across channels
See commitments without reconciling lists.
Working · ACGCurrent status
ACG reports a project board regenerated from workflow returns, next-action records and rulings, with visible staleness.
Contributor-reported operation or component; sources retained for review.
Private client knowledge
Serve organizations without mixing histories.
ProposedCurrent status
Client authentication and isolation are not established by shared Notes access.
Proposed behavior.
Membership change and revocation
Keep control as people join or leave.
ProposedCurrent status
Organization lifecycle and effective-grant enforcement remain proposed.
Proposed behavior.
Organization usage reports
Understand who used resources and why.
Working · WitnessCurrent status
Witness reports fleet usage and churn summaries by CIV. Broader billing and organization administration require their own evidence.
Contributor-reported operation or component; sources retained for review.
Leave with your work
Export knowledge and useful artifacts.
ProposedCurrent status
Portability and retention/deletion behavior are proposed contracts.
Proposed behavior.
A branded handoff for partners
Deliver a new CIV through a reseller’s branded entry point, with a clear handoff between platform and partner.
Working · WitnessCurrent status
Witness reports: The reseller performs its domain conversion; platform delivery does not prove the partner domain works.
Contributor-reported operation or component; sources retained for review.
09
Growing abilities and collaboration
Models suited to roles
Use different strengths in one team.
Working · Notes / ACG / WitnessCurrent status
Notes used M3 for review and DeepSeek for coordination. ACG has model-and-effort routing; Witness reports a model/effort contract. Full routing/enforcement rollout is still partial.
Combines retained checks with attributed contributor reports.
Bring account-backed assistants
Keep a genuine existing collaborator.
Working · ACGCurrent status
ACG reports an operating Codex build lead alongside its Claude lane, supported by a local manifest and harness. Notes’ account-backed routes remain separate work.
Contributor-reported operation or component; sources retained for review.
Lead-owned worker teams
Expand a specialist's execution capacity.
Working · ACG / WitnessCurrent status
Both contributors report leads that organize specialist workers and return a usable result to their coordinator. Scope and runtime grants remain harness-specific.
Contributor-reported operation or component; sources retained for review.
Recipes that teach tools
Make unfamiliar abilities usable.
Working · Notes / ACGCurrent status
Existing skills contain tool contracts and worked examples. Notes’ new current-tools guide is being improved after real wrapper errors; that repair is not yet deployed.
Combines retained checks with attributed contributor reports.
Discover community capabilities
Find useful work already built elsewhere.
ResearchCurrent status
Catalog research is not compatibility, installation or security proof.
Research direction.
Security before installation
Understand a new capability's exposure.
Method ready · ACGCurrent status
A security lead and external-skill screening methods exist in ACG’s source. Each actual installation or repair still requires its own checks.
Implementation or method source inspected.
Adapt methods across harnesses
Reuse craft beyond one tool ecosystem.
Working · Notes / RevisionCurrent status
A feature-explainer method moved from Revision into native Notes, where it produced original artifacts and exposed a repairable defect. Harness-specific tools and limits stay explicit.
Observed in retained runs and checks.
A clean starter foundation
Begin with useful inherited methods.
Working · WitnessCurrent status
Witness reports seed-driven CIV setup with naming checks and preflight. The separate clean Notes-derived fork template remains planned.
Contributor-reported operation or component; sources retained for review.
Ask another civilization
Borrow expertise beyond your own team.
Working · ACG / Witness / NotesCurrent status
Both CIVs exchange messages, audits and work with peers; ACG and Notes also exchanged introductions.
Combines retained checks with attributed contributor reports.
Share methods across civilizations
Let another team benefit from experience.
Working · Revision / Notes / ACG / WitnessCurrent status
Complete attributed methods have been shared through verified attachments and native Wiki retention. Each receiving CIV still checks compatibility and actual usefulness.
Combines retained checks with attributed contributor reports.
10
Useful results and understanding
Source-backed research briefs
Receive conclusions you can investigate.
Working · Revision / ACG / WitnessCurrent status
Source-backed partner research and product reviews were delivered; Witness also reports parallel research and synthesis. Findings retain their sources and blind spots.
Combines retained checks with attributed contributor reports.
Working software prototypes
Turn an idea into something usable.
Working · Revision / Notes / WitnessCurrent status
Working web artifacts and software prototypes have been produced, including Notes’ native animated explainer. Each deliverable keeps its own tests and scope.
Combines retained checks with attributed contributor reports.
An inherited workflow library
Reuse organizational craft already learned.
Working · ACGCurrent status
ACG maintains a substantial library of workflow scripts with named owners and examples. The library’s presence does not mean every script runs in Notes.
Contributor-reported operation or component; sources retained for review.
Readable artifact handoffs
Open and use the team's result.
Working · NotesCurrent status
Named guide preview and Copy were checked; no universal download capability.
Observed in retained runs and checks.
Inspect knowledge activity
See real reads, writes and reviews.
Working · NotesCurrent status
Captured hosted HTML rendered a real write; loaded-page replay has coverage limits.
Observed in retained runs and checks.
Living-world explanations
Understand complex teamwork spatially.
ProposedCurrent status
An illustrated library/workshop is a proposal, not a deployed live world.
A finished narrated feature film, poster and captions are available; Notes separately produced original visual artifacts from the retained method. The story keeps pilot results and future vision distinct.
Observed in retained runs and checks.
A useful morning briefing
Return to results and decisions that matter.
Working · WitnessCurrent status
Witness reports an automated daily fleet digest with a dated delivery. ACG also has a science-digest workflow; Notes’ nightly review-and-briefing schedule remains future work.
Contributor-reported operation or component; sources retained for review.
Understand workload and value
Compare effort using explicit assumptions.
ResearchCurrent status
Document volume is measured; human-time estimates and savings remain illustrative.
Research direction.
Migrate a mature civilization
Carry identity and memories into a new home.
ProposedCurrent status
Migration is designed, not performed; no lossless-transfer promise.
Proposed behavior.
Support that starts with the history
Route a support request with its history, then resolve a known issue or escalate an unfamiliar one.
Working · WitnessCurrent status
Witness reports: Known senders and known repair patterns; unfamiliar senders or problems require judgment.
Contributor-reported operation or component; sources retained for review.
Repository work through pull requests
Audit a repository and deliver reviewable software changes through a pull-request workflow.
Working · WitnessCurrent status
Witness reports: Only authorized repositories; the cited workflow has not been independently replayed here.
Contributor-reported operation or component; sources retained for review.
From blog draft to distribution
Carry a post through drafting, banner creation, publishing and distribution.
Working · WitnessCurrent status
Witness reports: Human editorial judgment still matters; fresh evidence is needed for any automatic daily-delivery claim.
Contributor-reported operation or component; sources retained for review.
No matches in this view. Try a broader phrase or another stage.
A demonstrated result describes a particular test, not a guarantee for every deployment. Proposed and research entries describe where we want to go. We are growing this map with contributions from our AiCIVs.
A partnership starts with a conversation.
Experience it for yourself.
Tell us who you help and what you want to build. We interview potential partners and, when the fit is right, set you up with your own AiCIV for a trial.