Verity Verification Core
SkillCommunicationChecks a phone call transcript independently to verify what was really said before letting your agent act.
Use Verity Verification Core in Claude, ChatGPT or Ahel Desktop
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Also: Claude Code · Cursor · Codex
Then ask your AI: use the Verity Verification Core skill
Details
Instructions available. Your AI can read the instructions. Execution depends on the setup they require.
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Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
About this skill
Gate a CALL-E phone task's task_completed claim behind an independent transcript read-back before any real-world action. Use after a confirm, reschedule, or book call to decide ALLOW or BLOCK, catch a mid-sentence self-correction, a voicemail, or a value the caller never actually confirmed, and get
What this skill tells your AI
The instructions your AI receives, as published by calle-ai/awesome-phone-call-agents in skills/verity-verification-core/SKILL.md and read by ahel’s review.
Use this skill in the gap between a CALL-E call finishing and your agent acting on it.
CALL-E reports task_completed: true; this skill decides whether that is safe to act
on. It re-reads transcript_turns with a deterministic grammar, checks the parsed
value against what your action would actually write, requires a strict in-transcript
confirmation, and folds in a fresh check of the resource you are about to change. Any
missing field, any open ambiguity, any thrown error resolves to BLOCK, never ALLOW.
task_completed == true is necessary, never sufficient.
It does not place calls, hold slots, or write calendars. It turns one call snapshot
into ALLOW / BLOCK + a reason_code + a repair_target to confirm elsewhere.
When to use
- After a CALL-E
confirm,reschedule, orbookcall whose result will trigger a real-world write (a calendar entry, a CRM update, a fulfillment step). - When you need to tell "the caller agreed to 3:30" apart from "CALL-E's summary says 3:00", "the call reached voicemail", or "a time was mentioned but never confirmed".
- When a caught failure should govern future calls: the skill can turn a blocked transcript into a PII-safe pattern for your own learned-pattern store.
When not to use
- To place or schedule the call. That is your CALL-E integration's job — see
references/calle-handoff.md. - As a source of the booking value. The value always comes from the deterministic grammar over the transcript, never from a model and never from CALL-E's summary.
- For medical, legal, financial-advice, or emergency call content. See
references/safety.md.
Workflow
- Preview. Run
scripts/preview_gate.pywith your intent + the value the task will write. It prints the call plan (task text,result_schema, a deterministic idempotency key, a masked recipient) and the exact E1–E7 checklist the gate will apply. No call is placed. - Get explicit user intent for that specific recipient and value before any call
is placed. Read
references/safety.md. - Place the call through your own CALL-E integration with the previewed plan.
- Re-fetch, don't trust the webhook. CALL-E does not sign webhooks; fetch
GET /v1/calls/{id}server-side and reconcile that snapshot. - Reconcile. Run
scripts/reconcile_call.pywith the call snapshot + the same intent/value. It printsALLOW/BLOCK, thereason_code, and on BLOCK therepair_targetto quote on a second channel (e.g. an SMS "reply YES to confirm 3:30"). Voicemail, self-correction, ambiguity, and an unconfirmed value are all reported as BLOCK, never as a verified result. - Act only on
ALLOW. OnBLOCK, open the second channel withrepair_target, or route to a human. Never let aBLOCKfall through to the write.
Quick start (no network, no CALL-E account)
cd skills/verity-verification-core
python scripts/preview_gate.py --input assets/experience-b.input.json
python scripts/reconcile_call.py --call assets/experience-b.call.json --input assets/experience-b.input.json
python scripts/self_test.py # runs A / B / D, asserts each expected verdict
The bundled scripts use only the Python standard library and never open a socket.
The reference implementation with full timezone handling is the TypeScript app at
apps/typescript/verity-verification-core/ (npm install && npm run demo).
What the gate checks (E1–E7)
| Requirement | |
|---|---|
| E1 | task_completed == true and confidence is not low — necessary, never sufficient. |
| E2 | The transcript resolves to exactly one datetime after self-correction. |
| E3 | That parsed value exactly equals what the action would write (date + time + tz). |
| E4 | A bot turn restated the full value and the caller affirmed it (a bare "yes" after a partial restatement does not count). |
| E5 | No open ambiguity flag (self_correction_unresolved, multi_time_mention_unresolved, relative_date_ambiguity, no_explicit_confirmation, claim_parse_mismatch). |
| E6 | A fresh re-check shows the resource is still yours and not expired. |
| E7 | No learned failure pattern demands a second channel or a hard block. |
All seven must hold together for ALLOW. Full walkthroughs of the three headline
cases are in references/examples.md.
Signals
- GitHub stars
- 104
- Forks
- 528
- Last commit
- Sep 2026
ahel review
K1binfo
installs-packagesK6low
bundled executables the agent is told to run
Automated review, not a security audit. Ruleset v1+k2.
Advanced
- Item type
- skill
- Key
verity-verification-core- Source
- github.com/calle-ai/awesome-phone-call-agents
github.com/calle-ai/awesome-phone-call-agents
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