# User Feedback Analysis — 2026-03-09 (based on community data through 2026-03-08) ## 1) Pain Point Categorization (Top Recurring 5–7) > Note on quantification: the provided dataset for this date is small and Discord-heavy (3 days of Discord summaries + one older GitHub weekly summary). Percentages below are calculated from **~11 distinct, repeated feedback signals** (questions, complaints, or requests that surfaced in the logs), so they indicate directionality more than statistically robust rates. ### A. Community (Trust, transparency, and perceived project momentum) — **High severity / High frequency (~36%)** **What users report** - Repeated anxiety that “people are leaving” and the project may not deliver (e.g., team members removing eliza from Twitter bios; “How are you going to deliver… if people are leaving?”). - Low visible activity compared to last year (“activity is a fraction of what it was”). - Users explicitly tie trust to delivery and communication (“hope to regain trust”). **Who it affects most** - Long-term holders and active Discord participants tracking team signals. - Newcomers evaluating whether to invest time building on elizaOS. --- ### B. Documentation (Official status clarity: tokens, chains, roadmap) — **High severity / Medium frequency (~18%)** **What users report** - Confusion about *official* token launches (e.g., “Which Milady token is the legit one?” → “There is no legit Milady token yet.”). - Confusion about active chain support / strategy (“Which chain…?” → “Solana and BSC are active” while other members speculate AVAX). - Missed expectations around earlier timelines (“missed 2025 shipping deadlines (now in March)”). **Who it affects most** - Users in crypto-adjacent workflows needing canonical “source of truth.” - Community members exposed to scams/impersonation risk. --- ### C. Integration (Web3/Trading risk infrastructure + compliance needs) — **Medium severity / Medium frequency (~18%)** **What users report** - Real demand for **agent trading safety tooling**: ZARQ plugin shipping “pre-trade risk scoring for 205 tokens.” - Demand for **verifiable audit trails & compliance gating**: xproof plugin PR (#266) adds certification before execution. **Friction observed** - Integrations are moving, but “what’s supported and how to adopt it” isn’t being reinforced with onboarding/recipes in the shared channels (announcements without follow-up enablement). --- ### D. Community → Collaboration/Support (Low peer-to-peer help, weak matching of builders to needs) — **Medium severity / Medium frequency (~9%)** **What users report** - Developer asks go unanswered (“Is there anyone who is looking for a developer?” → no response). - Channels skew toward announcements and sentiment, not problem-solving (“No significant peer-to-peer help interactions”). **Who it affects most** - New developers trying to contribute or find a place to plug in. - Maintainers who rely on community to scale support. --- ### E. Technical Functionality (Payments/credit reliability for agents) — **Medium severity / Lower frequency (~9%)** **What users report** - A concrete design question from N0vaMp4: do agents exhausting balances mid-task create unpaid compute risk; proposes bond + atomic slashing enforcement. - The key friction is *validation uncertainty*: is this a real user problem, and what are the requirements? --- ### F. Community/Security (Scam risk in channels) — **Medium severity / Lower frequency (~9%)** **What users report** - Warning about potential scam activity in coders channel. - Combined with token confusion, this increases harm potential. --- ## 2) Usage Pattern Analysis (Actual vs Intended) ### Observed real usage patterns 1. **elizaOS as a “Web3 agent execution framework” more than a general agent framework (emergent dominant theme)** - ZARQ pre-trade risk scoring (205 tokens) indicates active focus on **trading agents** and pre-execution safety. - xproof plugin indicates demand for **auditable, compliant agent actions**. 2. **Agents interacting with real-world systems via plugins (intended, but adoption messaging seems fragmented)** - From the GitHub weekly summary (Feb 15–21): WhatsApp, Gmail, n8n workflows, SAID identity protocol—suggests intended breadth (productivity + comms). - Discord discussion for Mar 6–8 is disproportionately weighted toward tokens/trust vs these broader “productive agent” capabilities. 3. **Discord is being used as a market/sentiment barometer and hiring board** - Multiple developer intros; one job-seeking post; low conversion into actual collaboration. ### Emerging / unexpected use cases - **Compliance gating + on-chain certification of agent decisions** (xproof): suggests enterprise-adjacent needs (auditability) even in a crypto-native community. - **Agent-to-vendor credit lines**: hints at “agent economy” infrastructure needs (compute/tool providers wanting default protection). ### Feature requests aligned with actual usage - Canonical “official token / official chain / official links” verification surfaces (aligns with scam + confusion + Web3 focus). - More “pre-execution safety” primitives: risk scoring, audit trails, policy gates, and transaction simulation patterns. ## 3) Implementation Opportunities (Concrete Solutions per Major Pain Point) ### 1) Trust & momentum visibility (Community) **Goal:** reduce FUD by making progress legible and predictable. **Solutions (prioritized)** 1. **Public execution dashboard + weekly ship log** (High impact / Low–Medium difficulty) - One page: “Shipped / In progress / Next / Blocked” with links to PRs/issues and who owns them. - Similar approach: many OSS projects use a lightweight “weekly changelog” + GitHub Project board to reduce uncertainty. 2. **“State of the Project” Discord post template (every week, same format)** (High impact / Low difficulty) - Include: core roadmap bullet points, plugin highlights (e.g., ZARQ, xproof), and explicit clarifications (“No official Milady token yet”). 3. **Set expectations for timelines explicitly (and retire stale ones)** (Medium impact / Low difficulty) - A short “what changed since 2025 timeline” note to stop recurring “missed deadline” loops. --- ### 2) Official status clarity (Documentation) **Goal:** eliminate repeated confusion about what is official and reduce scam surface area. **Solutions** 1. **“Official Links & Canonical Status” page** (High impact / Low difficulty) - Official chains: currently “Solana + BSC” (as stated by Odilitime). - Official tokens: “No legit Milady token yet” (as stated). - Pin it in Discord; mirror on docs site; include verification steps (contract addresses, signed announcements). 2. **Token/chain FAQ + pinned Discord command** (High impact / Low difficulty) - E.g., `!official` bot command returning canonical answers + links. 3. **Security advisory playbook for community mods** (Medium impact / Medium difficulty) - “How to report scams,” “how we announce tokens,” “no DMs from team,” etc. *Comparable pattern:* Many crypto-adjacent OSS communities maintain a single canonical “contracts & announcements” page and require signed proofs (PGP or on-chain signatures) for launch communications. --- ### 3) Collaboration drop-off (Community → Contribution pipeline) **Goal:** convert intros/job-seeking into actual contributions and support. **Solutions** 1. **Builder matching thread + lightweight intake form** (High impact / Low difficulty) - A monthly “Looking for: plugin dev / docs / integrations” post + a form that routes people to maintainers. - Fix the current failure mode where a dev asks for work and gets no response (AurelRheno). 2. **Good-first-issue + “plugin of the week” onboarding tasks** (Medium–High impact / Medium difficulty) - For example: add docs for ZARQ plugin usage, add example agent template, add tests. 3. **Office hours focused on “bring your plugin PR”** (Medium impact / Medium difficulty) - Short synchronous sessions to move PRs like xproof (#266) through maintainer review faster. *Comparable pattern:* Kubernetes/Next.js communities use scheduled office hours and curated “starter issues” to increase newcomer retention. --- ### 4) Integration enablement (Integration) **Goal:** ensure shipped plugins translate into adoption. **Solutions** 1. **“Recipes” docs for high-interest workflows (trading safety + audit)** (High impact / Medium difficulty) - Example: “How to add pre-trade risk scoring to an agent” (ZARQ) and “How to certify decisions before execution” (xproof). 2. **Reference agent templates** (Medium impact / Medium difficulty) - One repo folder: `examples/crypto-trader-safe/`, `examples/audited-agent/`. 3. **Plugin registry metadata standards** (Medium impact / Medium difficulty) - Require: setup steps, env vars, example calls, limitations, and a “security considerations” section. --- ### 5) Agent payment default risk validation (Technical Functionality) **Goal:** determine if agent-to-vendor credit enforcement is needed before building heavy primitives. **Solutions** 1. **Run a structured discovery poll + incident collection** (High impact / Low difficulty) - Ask tool/API providers: “Have you experienced unpaid compute? how often? what cost?” 2. **Prototype a minimal “prepaid escrow” mode** (Medium impact / Medium difficulty) - Before bond+slashing, test a simpler model: tasks reserve funds; if insufficient, fail fast. 3. **Define threat model + requirements doc** (Medium impact / Low difficulty) - Clarify: what counts as default, what arbitration exists, how to prevent vendor abuse. *Comparable pattern:* Many marketplaces start with prepaid/reservation holds before evolving to credit + dispute systems. --- ## 4) Communication Gaps (Expectations vs Reality) ### Recurring expectation mismatches - **“Team is leaving” vs “team is building”** - Users use external signals (Twitter bios) to infer project health; official comms aren’t frequent enough to counteract speculation. - **“Which token is official?”** - Lack of a canonical status page creates a vacuum filled by rumors and chain speculation (e.g., AVAX mention). - **“What chains are supported?”** - “Solana + BSC active” was stated, but users still ask; that indicates the answer isn’t discoverable. ### Recurring questions indicating onboarding/documentation gaps - “Is there anyone still around in the Discord?” - “Which chain are we… on today?” - “Which Milady token is legit?” - “Is anyone looking for a developer?” ### Improvements to align expectations - Pin a “Start Here (March 2026)” message: project status, active chains, official token status, where to contribute. - Convert key Discord answers into docs within 24 hours (“Docs-from-Discord” loop). --- ## 5) Community Engagement Insights ### Power users / key contributors observed (and their needs) - **Odilitime (team-facing responder):** needs scalable comms tools (status template, canonical FAQ) to avoid repeating clarifications. - **LillAnders (ZARQ plugin):** needs adoption support—docs, examples, and feedback loop for plugin improvements. - **jasonxkensei (xproof PR #266):** needs timely maintainer review and a clear merge SLA for registry PRs. - **N0vaMp4 (credit line primitive):** needs structured feedback from providers to validate problem/requirements. - **satsbased (security warning):** needs mod tooling and reporting process to manage scam risk. ### Newcomer friction signals - New member checks if community is alive (TYinTECH). - Developers introduce themselves but don’t get routed to tasks (brightsyntax0821, AurelRheno). ### Converting passive users into contributors - Add a visible “Help wanted this week” list tied to shipped announcements (e.g., “write ZARQ recipe doc,” “test xproof plugin,” “collect agent default incidents”). - Create a contributor role progression: “Tester → Docs contributor → Plugin contributor” with badges/recognition and clear next steps. --- ## 6) Feedback Collection Improvements ### Current channel effectiveness - **Discord** is effective for rapid sentiment detection (trust/tokens) but poor for structured problem resolution (unanswered dev inquiry; few help threads). - **GitHub** has strong signal for implementation work (e.g., xproof PR) but those signals are not being surfaced back into Discord to reassure users. ### Improvements for more actionable feedback 1. **Weekly structured pulse survey (3 questions) posted to Discord** - “What blocked you this week?” “What did you ship/build?” “What doc page was missing?” 2. **Single intake form for: bugs, plugin requests, security reports, contributor offers** - Routes to correct GitHub issue template or mod queue. 3. **Tagging + triage rotation** - Assign a weekly “community triager” to convert Discord questions into GitHub discussions/issues. ### Underrepresented segments (missing feedback) - Non-crypto/productivity users (WhatsApp/Gmail/n8n adopters) are not visible in Mar 6–8 Discord logs. - Tool/API providers (who would validate the unpaid compute problem) are not yet present in the conversation—N0vaMp4 explicitly lacks responses. --- ## Prioritized High-Impact Actions (Next 1–2 Weeks) 1. **Publish and pin a canonical “Official Status” page** (chains, official tokens, verification, scam warnings) and mirror it in Discord via a bot command. 2. **Start a weekly “State of elizaOS” update (same template, posted on Discord + GitHub)** to address trust/momentum uncertainty and reduce rumor loops. 3. **Implement a contributor matching pipeline** (monthly “builders needed” thread + intake form + curated “help wanted” list) to convert developer intros into PRs. 4. **Ship 2 integration “recipes” (ZARQ risk scoring + xproof audit gating)** with example agents to turn announcements into adoption. 5. **Run a structured validation poll for agent payment defaults** (collect incidents + requirements) before investing in bond/slashing primitives.