The feature library

A bigger imagination
for what AI can do.

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.

While your team sleeps: an illustrated overview of the review-to-ideas pilot
First feature story

What could your team learn while you sleep?

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.

Watch and explore

Explore the possibilities.

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

A thoughtful personal partner

Text and voice continuity

Keep one relationship across channels.

Working · Notes
Current 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 · Notes
Current 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 · Notes
Current 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 · Notes
Current 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 · Notes
Current 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 · Notes
Current 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 · Notes
Current 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 · Notes
Current 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 · Notes
Current 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 · ACG
Current 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 · ACG
Current 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.

Memory an organization can use

Versioned organizational knowledge

Keep history when understanding changes.

Working · Notes
Current 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 · Notes
Current 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 · Notes
Current 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 · Notes
Current 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 · Notes
Current 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 · ACG
Current 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 · Notes
Current 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 · ACG
Current 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.

Research
Current status

Current kernel retrieval is lexical; semantic retrieval is not connected.

Research direction.

Bring an existing archive

Recover value from older work.

Method ready · Notes
Current 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 · Witness
Current 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.

A team organized around outcomes

Full goals, clear ownership

Keep the original purpose intact.

Working · Notes
Current 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 · Notes
Current 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 / Witness
Current 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 · Notes
Current 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 · Notes
Current 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 · Notes
Current 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 · Notes
Current 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 · Notes
Current 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 · Notes
Current 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 · ACG
Current 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.

Learning that can improve work

Review experience into ideas

Turn accumulated work into next experiments.

Working · NotesWatch & explore
Current status

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 · Notes
Current 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 / ACG
Current 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 · Notes
Current 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 · ACG
Current 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 / ACG
Current 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.

Research
Current status

No general measured organizational-improvement claim is established.

Research direction.

Investigate recurring friction

Reduce repeated preventable effort.

Working · Witness
Current 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 · Notes
Current 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 · ACG
Current 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 · Witness
Current 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 · ACG
Current 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.

Commitments between conversations

Durable scheduled commitments

Remember what should happen later.

Working · ACG / Witness
Current 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 · Witness
Current 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 / Witness
Current 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.

Proposed
Current status

Saved work exists; general cold-start obligation execution needs qualification.

Proposed behavior.

Standing workflows

Repeat approved operations reliably.

Working · ACG / Witness
Current 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 · ACG
Current 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 / Witness
Current 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 · ACG
Current 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 · ACG
Current 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 · Notes
Current 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 · ACG
Current 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.

Conversation and communication

Natural voice conversations

Think aloud with your team.

Working · Notes
Current 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 · Notes
Current 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 · Notes
Current 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 · Notes
Current 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 / Witness
Current 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 · ACG
Current 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 · OrgOS
Current 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 / ACG
Current 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 · ACG
Current 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 / Witness
Current 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 · Witness
Current 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 request
Current 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.

Accountability and continuity

Completion supported by evidence

Inspect what was actually finished.

Working · Notes
Current 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 · Notes
Current 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 · Notes
Current 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 · Notes
Current 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 · Notes
Current 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 · Notes
Current 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 · ACG
Current 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 · Notes
Current 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 · Notes
Current 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 · ACG
Current 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 · Witness
Current 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 · Witness
Current 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 · Witness
Current 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 · Witness
Current 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.

Shared organizations and clients

An organization's own purpose

Keep shared direction beyond individuals.

Working · Notes / ACG
Current 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 · OrgOS
Current 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 / ACG
Current 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 / ACG
Current 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 · OrgOS
Current 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 · ACG
Current 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.

Proposed
Current 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.

Proposed
Current status

Organization lifecycle and effective-grant enforcement remain proposed.

Proposed behavior.

Organization usage reports

Understand who used resources and why.

Working · Witness
Current 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.

Proposed
Current 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 · Witness
Current 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.

Growing abilities and collaboration

Models suited to roles

Use different strengths in one team.

Working · Notes / ACG / Witness
Current 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 · ACG
Current 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 / Witness
Current 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 / ACG
Current 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.

Research
Current status

Catalog research is not compatibility, installation or security proof.

Research direction.

Security before installation

Understand a new capability's exposure.

Method ready · ACG
Current 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 / Revision
Current 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 · Witness
Current 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 / Notes
Current 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 / Witness
Current 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.

Useful results and understanding

Source-backed research briefs

Receive conclusions you can investigate.

Working · Revision / ACG / Witness
Current 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 / Witness
Current 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 · ACG
Current 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 · Notes
Current 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 · Notes
Current 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.

Proposed
Current status

An illustrated library/workshop is a proposal, not a deployed live world.

Proposed behavior.

Evidence-aware feature stories

Explain value without inventing progress.

Working · Revision / NotesWatch & explore
Current status

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 · Witness
Current 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.

Research
Current 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.

Proposed
Current 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 · Witness
Current 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 · Witness
Current 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 · Witness
Current 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.

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.

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