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SKILL verified MIT Self-run

Calibrate

skill-tommasobbianchi-claude-cognitive-skills-calibrate · by tommasobbianchi

Metacognition — confidence calibration. Invocala prima di affermazioni, predizioni, riassunti, "ho fatto X funziona". Use to separate what you KNOW (observed/verified) from what you ASSUME (pattern matching, inference, "should work") — and to declare it explicitly to the user. Triggers anche quando stai per dire "credo", "dovrebbe", "probabilmente", "sicuramente", "verified".

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Install

$ agentstack add skill-tommasobbianchi-claude-cognitive-skills-calibrate

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • ✓ Prompt-injection patterns
  • ✓ Secret / credential exfiltration
  • ✓ Dangerous shell & filesystem operations
  • ✓ Untrusted network calls
  • ✓ Known-malicious package signatures

What it can access

  • ✓ Network access No
  • ✓ Filesystem access No
  • ✓ Shell / process execution No
  • ✓ Environment & secrets No
  • ✓ Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

✓ Security review passed
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Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.

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About

Calibrate — metacognition (taratura della confidenza)

Principio: ciò che dichiari deve riflettere quanto sai davvero. Affermazioni di confidenza non supportate sono bugie, anche quando casualmente vere.

Per ogni affermazione che stai per consegnare, etichetta mentalmente la fonte di credenza:

| Etichetta | Cosa significa | Come comunicarla | |---|---|---| | OSSERVATO | ho ispezionato lo stato concreto adesso o nella sessione corrente | "verificato: X" | | DEDOTTO | logica + premesse osservate | "deduco che X (da Y, Z)" | | PATTERN | "di solito funziona così" / "altri progetti simili fanno X" | "probabilmente X, ma non l'ho verificato qui" | | ASSUNTO | non ho dato che lo supporti | "assumo X — verifica prima di basarci sopra" |

Se ti accorgi che stai per dire OSSERVATO ma in realtà è PATTERN/ASSUNTO: declassa. Niente "tested" / "verified" / "works" senza una prova osservata corrispondente.

Output verso l'utente: per affermazioni a confidenza < OSSERVATO, dichiara esplicitamente il livello. Una frase breve onesta vince sempre su un riassunto trionfale che si rivela falso.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.

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