claude

confide

CONFIDE — local-first de-identification toolkit (8 skills): confide:setup, confide:anon (redact + reversible map), confide:red (residual re-id risk), confide:rehydrate (restore locally), confide:view (HTML diff), confide:audit (stats-only corpus scan), confide:vault (three-locks storage), confide:annotate (gold + IAA). Privacy-first; raw text and the reversible map never leave the machine.

413 on GitHubby Gleb Kalininv0.2.0MITupdated 2 days ago
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Plugin confide from marketplace glebis-skills in glebis/claude-skills. Commands read from the repo's manifest — 2 days ago.

What it installs

Skills (8)

  • annotate

    Build and verify a PII gold set with HUMAN annotators (first-class). Launch the browser annotator, label spans per the codebook, export per-annotator label files, then compute inter-annotator agreement (Cohen's/Fleiss' kappa) and draft an adjudicated gold. Use when the user says "annotate PII", "lab

  • anon

    De-identify a session transcript (file or folder) by redacting PII LOCALLY before any sharing or cloud use. Produces a redacted GREEN copy with unique reserved-sentinel placeholders ([CONFIDE_PERSON_0001], [CONFIDE_EMAIL_0001], [CONFIDE_DATE_0002]...) plus a counts-only stats summary, and a local se

  • audit

    Run a corpus-scale, STATS-ONLY PII audit over a folder of session transcripts LOCALLY and produce an aggregate report — counts by type and by layer, the per-session redaction-rate distribution, document lengths, and a coarse residual proxy. Use when the user says "audit my sessions", "scan folder fo

  • red

    Residual re-identification RISK CHECK on text you have ALREADY redacted (defensive, dual-use). Use when the user asks to "check residual re-id risk", "red-team my redaction", "what can an attacker still infer", "is this safe to share", or assess "re-identification risk" after anonymizing. Re-runs th

  • rehydrate

    Put the real values back into an analysis that was produced from GREEN (placeholder) text — LOCALLY, using the user's own reversible map. Completes the confide round-trip (redact -> cloud-analyze the green -> rehydrate locally). Use when the user says "rehydrate", "restore real names", "unmask the a

  • setup

    Set up, install, and configure CONFIDE local de-identification — installs Python deps (natasha, scrubadub, phonenumbers, pymorphy2), ensures Ollama + pulls the default qwen2.5:3b model, detects optional llama.cpp, and writes the optimal-default config so confide:anon and confide:red work with zero f

  • vault

    Set up and verify the CONFIDE THREE LOCKS for storing RED (real, identifiable) session data at rest — device FileVault, a dedicated encrypted store, and per-file sops/age encryption. Use when the user says "set up confide vault", "encrypt my session data", "three locks", "secure store for transcript

  • view

    Build a self-contained interactive HTML that lets you SEE de-identification and restoration — original ↔ redacted ↔ rehydrated, with color-coded PII spans and All/None/Selected toggles. Use when the user says "show me what was redacted", "visualize the de-id", "compare original and redacted", "highl

View source on GitHub skills.salient.community

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