features
Data license: Not yet licensed — internal review only · Data source: Ahmed ElBatanony, Innopolis University
- form
- user-action = 'The system lets …'; automation = 'The system automatically …'.
- found_by
- Which blind run's wording was kept (the other run may also have found it), or verifier/adjudicator for added capabilities.
- verification
- confirmed by the verifier; corrected (reworded); or added (missed by both runs).
- pipeline_id
- Link to the full pipeline record of this statement.
- source_sha256
- sha256 of the archived plain text the excerpt was checked against.
- audited
- 1 if the row is in the 150-row blind audit sample.
- audit_correct
- Blind auditor's overall verdict (1 = acceptable as is).
34 rows where app_id = "F1-005", form = "user-action" and found_by = "extract-a" sorted by feature_id
This data as json, CSV (advanced)
Suggested facets: source_url, source_file, source_sha256, found_by_runs, audited
| feature_id ▼ | app_id | statement | form | excerpt | source_url | source_file | source_sha256 | found_by | found_by_runs | verification | pipeline_id | audited | audit_correct | audit_note |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| F1-005-S002 | DeskcommCRM F1-005 | The system lets a user receive and answer WhatsApp conversations in an inbox where people and the AI work side by side | user-action | **Inbox** (WhatsApp conversations, you and the AI side by side) | https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md | 04.txt | 75d6303f73d57b7255c0218c83e947c34862d7dff8412e7b47024c022395522e | extract-a | both | confirmed | The system lets a user receive and answer WhatsApp conversations in an inbox where people and the AI work side by side F1-005-A002 | 0.0 | ||
| F1-005-S010 | DeskcommCRM F1-005 | The system lets a user see open requests classified by risk in a Radar based on time without interaction | user-action | Every open request is classified by time without interaction and by what’s still pending. | https://deskcomm.com.br/en | 02.txt | 1bfa7ae4165a966bc9e1f62b8f5a54e829812cf2a67ce4e76471ad3d2fdc0c59 | extract-a | both | confirmed | The system lets a user see open requests classified by risk in a Radar based on time without interaction F1-005-A011 | 0.0 | ||
| F1-005-S012 | DeskcommCRM F1-005 | The system lets a user see a notice center for what needs a human decision | user-action | a notice center for what needs a human decision | https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md | 04.txt | 75d6303f73d57b7255c0218c83e947c34862d7dff8412e7b47024c022395522e | extract-a | both | confirmed | The system lets a user see a notice center for what needs a human decision F1-005-A013 | 0.0 | ||
| F1-005-S013 | DeskcommCRM F1-005 | The system lets a user see whether an AI agent is improving and where it fails on an AI Evolution screen | user-action | the **AI Evolution** screen shows whether the agent is improving, where it fails and what's left to teach | https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md | 04.txt | 75d6303f73d57b7255c0218c83e947c34862d7dff8412e7b47024c022395522e | extract-a | both | confirmed | The system lets a user see whether an AI agent is improving and where it fails on an AI Evolution screen F1-005-A014 | 0.0 | ||
| F1-005-S015 | DeskcommCRM F1-005 | The system lets a user apply an improvement the AI proposes for itself as a new agent version | user-action | **Proposals** are improvements the AI suggests for itself, applicable as a new version — always human-gated. | https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md | 04.txt | 75d6303f73d57b7255c0218c83e947c34862d7dff8412e7b47024c022395522e | extract-a | both | confirmed | The system lets a user apply an improvement the AI proposes for itself as a new agent version F1-005-A016 | 0.0 | ||
| F1-005-S016 | DeskcommCRM F1-005 | The system lets a user configure the vocabulary of each pipeline, such as lead and won labels | user-action | configurable vocabulary per pipeline: a lead becomes a *Customer*, *Patient* or *Buyer* | https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md | 04.txt | 75d6303f73d57b7255c0218c83e947c34862d7dff8412e7b47024c022395522e | extract-a | both | confirmed | The system lets a user configure the vocabulary of each pipeline, such as lead and won labels F1-005-A017 | 0.0 | ||
| F1-005-S017 | DeskcommCRM F1-005 | The system lets a user connect WhatsApp numbers by QR code | user-action | via **QR code** (WAHA, multi-number, with anti-ban: throttle + jitter + time windows) | https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md | 04.txt | 75d6303f73d57b7255c0218c83e947c34862d7dff8412e7b47024c022395522e | extract-a | both | confirmed | The system lets a user connect WhatsApp numbers by QR code F1-005-A018 | 0.0 | ||
| F1-005-S018 | DeskcommCRM F1-005 | The system lets a user connect WhatsApp through an official business messaging channel | user-action | or through **Meta's official channel** (Cloud API, with approved templates kept in sync) | https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md | 04.txt | 75d6303f73d57b7255c0218c83e947c34862d7dff8412e7b47024c022395522e | extract-a | both | confirmed | The system lets a user connect WhatsApp through an official business messaging channel F1-005-A019 | 0.0 | ||
| F1-005-S021 | DeskcommCRM F1-005 | The system lets a user choose the AI provider at install time and switch later from the screen, per part of the system | user-action | decided at install time and switchable later from the screen, **per part of the system** | https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md | 04.txt | 75d6303f73d57b7255c0218c83e947c34862d7dff8412e7b47024c022395522e | extract-a | both | confirmed | The system lets a user choose the AI provider at install time and switch later from the screen, per part of the system F1-005-A022 | 0.0 | ||
| F1-005-S022 | DeskcommCRM F1-005 | The system lets an organization set spending caps on AI usage | user-action | per-org spending caps | https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md | 04.txt | 75d6303f73d57b7255c0218c83e947c34862d7dff8412e7b47024c022395522e | extract-a | both | confirmed | The system lets an organization set spending caps on AI usage F1-005-A023 | 0.0 | ||
| F1-005-S024 | DeskcommCRM F1-005 | The system lets a user assign a lead to an AI as well as to a person | user-action | AI as a first-class assignee | https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md | 04.txt | 75d6303f73d57b7255c0218c83e947c34862d7dff8412e7b47024c022395522e | extract-a | both | confirmed | The system lets a user assign a lead to an AI as well as to a person F1-005-A025 | 0.0 | ||
| F1-005-S025 | DeskcommCRM F1-005 | The system lets a user control access with server-side roles | user-action | real server-side RBAC | https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md | 04.txt | 75d6303f73d57b7255c0218c83e947c34862d7dff8412e7b47024c022395522e | extract-a | a | confirmed | The system lets a user control access with server-side roles F1-005-A026 | 0.0 | ||
| F1-005-S026 | DeskcommCRM F1-005 | The system lets a user assign and transfer conversations with an audit record | user-action | audited assignment/transfer | https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md | 04.txt | 75d6303f73d57b7255c0218c83e947c34862d7dff8412e7b47024c022395522e | extract-a | both | confirmed | The system lets a user assign and transfer conversations with an audit record F1-005-A027 | 0.0 | ||
| F1-005-S029 | DeskcommCRM F1-005 | The system lets an administrator limit what each role can see | user-action | per-role visibility scopes | https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md | 04.txt | 75d6303f73d57b7255c0218c83e947c34862d7dff8412e7b47024c022395522e | extract-a | both | confirmed | The system lets an administrator limit what each role can see F1-005-A030 | 0.0 | ||
| F1-005-S031 | DeskcommCRM F1-005 | The system lets a user anonymize personal data instead of deleting it | user-action | anonymization preferred over deletion | https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md | 04.txt | 75d6303f73d57b7255c0218c83e947c34862d7dff8412e7b47024c022395522e | extract-a | both | confirmed | The system lets a user anonymize personal data instead of deleting it F1-005-A032 | 0.0 | ||
| F1-005-S032 | DeskcommCRM F1-005 | The system lets a user export personal data on request. | user-action | export and redact via workers, cascading anonymization, audited consent | https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md | 04.txt | 75d6303f73d57b7255c0218c83e947c34862d7dff8412e7b47024c022395522e | extract-a | both | corrected | The system lets a user export and redact personal data on request F1-005-A033 | 0.0 | ||
| F1-005-S033 | DeskcommCRM F1-005 | The system lets a user enable optional two-step verification for sign-in | user-action | it is **optional** and lives in Settings › Security | https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md | 04.txt | 75d6303f73d57b7255c0218c83e947c34862d7dff8412e7b47024c022395522e | extract-a | both | confirmed | The system lets a user enable optional two-step verification for sign-in F1-005-A034 | 0.0 | ||
| F1-005-S034 | DeskcommCRM F1-005 | The system lets a manager create capture sources that receive leads from external forms and tools into a chosen pipeline stage | user-action | Every tenant can create **capture sources**: a public endpoint (`/api/v1/webhooks/in/`) that receives leads from landing pages, custom forms or tools like Zapier/n8n via POST (JSON or `application/x-www-form-urlencoded`) and drops them straight into the chosen pipeline/stage | https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md | 04.txt | 75d6303f73d57b7255c0218c83e947c34862d7dff8412e7b47024c022395522e | extract-a | both | confirmed | The system lets a manager create capture sources that receive leads from external forms and tools into a chosen pipeline stage F1-005-A037 | 0.0 | ||
| F1-005-S035 | DeskcommCRM F1-005 | The system lets a manager build WHEN/IF/THEN automation rules that add tags, move leads, assign agents, send WhatsApp messages or notify external systems | user-action | WHEN/IF/THEN rules that add tags, move leads, assign agents, send WhatsApp messages or notify external systems via outgoing webhooks | https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md | 04.txt | 75d6303f73d57b7255c0218c83e947c34862d7dff8412e7b47024c022395522e | extract-a | both | confirmed | The system lets a manager build WHEN/IF/THEN automation rules that add tags, move leads, assign agents, send WhatsApp messages or notify external systems F1-005-A038 | 0.0 | ||
| F1-005-S036 | DeskcommCRM F1-005 | The system lets a manager fire a test lead through a capture source and see recent deliveries | user-action | fire a test lead, see recent deliveries | https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md | 04.txt | 75d6303f73d57b7255c0218c83e947c34862d7dff8412e7b47024c022395522e | extract-a | both | confirmed | The system lets a manager fire a test lead through a capture source and see recent deliveries F1-005-A039 | 0.0 | ||
| F1-005-S037 | DeskcommCRM F1-005 | The system lets a manager view a timeline of each automation run and manually retry a failed external webhook call | user-action | **Activity** (a timeline of each run, with per-action results and manual retry when an external webhook call fails) | https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md | 04.txt | 75d6303f73d57b7255c0218c83e947c34862d7dff8412e7b47024c022395522e | extract-a | both | confirmed | The system lets a manager view a timeline of each automation run and manually retry a failed external webhook call F1-005-A040 | 0.0 | ||
| F1-005-S039 | DeskcommCRM F1-005 | The system lets a user manage deals on a kanban board by funnel stage | user-action | **Kanban** (where each deal sits in the funnel) | https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md | 04.txt | 75d6303f73d57b7255c0218c83e947c34862d7dff8412e7b47024c022395522e | extract-a | both | confirmed | The system lets a user manage deals on a kanban board by funnel stage F1-005-A042 | 0.0 | ||
| F1-005-S040 | DeskcommCRM F1-005 | The system lets a user manage contacts | user-action | **Contacts** | https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md | 04.txt | 75d6303f73d57b7255c0218c83e947c34862d7dff8412e7b47024c022395522e | extract-a | both | confirmed | The system lets a user manage contacts F1-005-A043 | 0.0 | ||
| F1-005-S041 | DeskcommCRM F1-005 | The system lets a user manage pipelines with stages, business vocabulary and loss reasons | user-action | **Pipelines** (stages, business vocabulary and loss reasons) | https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md | 04.txt | 75d6303f73d57b7255c0218c83e947c34862d7dff8412e7b47024c022395522e | extract-a | both | confirmed | The system lets a user manage pipelines with stages, business vocabulary and loss reasons F1-005-A044 | 0.0 | ||
| F1-005-S042 | DeskcommCRM F1-005 | The system lets a user save quick replies | user-action | **Quick replies** | https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md | 04.txt | 75d6303f73d57b7255c0218c83e947c34862d7dff8412e7b47024c022395522e | extract-a | both | confirmed | The system lets a user save quick replies F1-005-A045 | 0.0 | ||
| F1-005-S043 | DeskcommCRM F1-005 | The system lets a user view funnel and per-agent performance metrics | user-action | **Performance** (funnel and per-agent metrics) | https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md | 04.txt | 75d6303f73d57b7255c0218c83e947c34862d7dff8412e7b47024c022395522e | extract-a | both | confirmed | The system lets a user view funnel and per-agent performance metrics F1-005-A046 | 0.0 | ||
| F1-005-S044 | DeskcommCRM F1-005 | The system lets a user manage the organization team | user-action | **Team** | https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md | 04.txt | 75d6303f73d57b7255c0218c83e947c34862d7dff8412e7b47024c022395522e | extract-a | both | confirmed | The system lets a user manage the organization team F1-005-A047 | 0.0 | ||
| F1-005-S045 | DeskcommCRM F1-005 | The system lets a user manage API tokens | user-action | **API Tokens** | https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md | 01.txt | d3145a3a75f13bbf55b1495d42db6e1162a62cb95efc84786a9097c98cec5130 | extract-a | both | confirmed | The system lets a user manage API tokens F1-005-A048 | 0.0 | ||
| F1-005-S046 | DeskcommCRM F1-005 | The system lets a user view and manage active sessions and recovery codes | user-action | **Security** (MFA, recovery codes, sessions) | https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md | 04.txt | 75d6303f73d57b7255c0218c83e947c34862d7dff8412e7b47024c022395522e | extract-a | both | confirmed | The system lets a user view and manage active sessions and recovery codes F1-005-A049 | 0.0 | ||
| F1-005-S047 | DeskcommCRM F1-005 | The system lets a user view an audit log | user-action | **Audit Log** | https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md | 01.txt | d3145a3a75f13bbf55b1495d42db6e1162a62cb95efc84786a9097c98cec5130 | extract-a | both | confirmed | The system lets a user view an audit log F1-005-A050 | 0.0 | ||
| F1-005-S048 | DeskcommCRM F1-005 | The system lets a user manage the knowledge base used by AI agents | user-action | **Knowledge** (RAG) | https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md | 04.txt | 75d6303f73d57b7255c0218c83e947c34862d7dff8412e7b47024c022395522e | extract-a | both | confirmed | The system lets a user manage the knowledge base used by AI agents F1-005-A051 | 1.0 | 1.0 | Use by AI agents from table group heading. |
| F1-005-S049 | DeskcommCRM F1-005 | The system lets a user update the application from the screen with an automatic database backup | user-action | takes a database backup by itself | https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md | 04.txt | 75d6303f73d57b7255c0218c83e947c34862d7dff8412e7b47024c022395522e | extract-a | a | confirmed | The system lets a user update the application from the screen with an automatic database backup F1-005-A053 | 0.0 | ||
| F1-005-S052 | DeskcommCRM F1-005 | The system lets an administrator rebrand the interface name and logo | user-action | Two variables in .env change the name and logo across the whole interface | https://deskcomm.com.br/en | 02.txt | 1bfa7ae4165a966bc9e1f62b8f5a54e829812cf2a67ce4e76471ad3d2fdc0c59 | extract-a | a | confirmed | The system lets an administrator rebrand the interface name and logo F1-005-A058 | 0.0 | ||
| F1-005-S053 | DeskcommCRM F1-005 | The system lets a user connect an e-commerce platform to import orders, products and customers into the CRM. | user-action | with native Nuvemshop integration | https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md | 04.txt | 75d6303f73d57b7255c0218c83e947c34862d7dff8412e7b47024c022395522e | extract-a | both | corrected | The system lets a user integrate with an external e-commerce platform F1-005-A059 | 1.0 | 0.0 | Import of orders, products and customers not stated on page; only 'native Nuvemshop integration'. |
Advanced export
JSON shape: default, array, newline-delimited, object
CREATE TABLE [features] ([feature_id] TEXT PRIMARY KEY, [app_id] TEXT, [statement] TEXT, [form] TEXT, [excerpt] TEXT, [source_url] TEXT, [source_file] TEXT, [source_sha256] TEXT, [found_by] TEXT, [found_by_runs] TEXT, [verification] TEXT, [pipeline_id] TEXT, [audited] REAL, [audit_correct] REAL, [audit_note] TEXT, FOREIGN KEY ([app_id]) REFERENCES apps(app_id), FOREIGN KEY ([pipeline_id]) REFERENCES candidates(candidate_id)); CREATE INDEX [idx_features_app_id] ON [features]([app_id]); CREATE INDEX [idx_features_verification] ON [features]([verification]); CREATE INDEX [idx_features_form] ON [features]([form]); CREATE INDEX [idx_features_found_by] ON [features]([found_by]);