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Toolkits

Accountability toolkits for privacy-first, source-driven publishing

Practical assets for separating claims from evidence, reducing privacy risk, and publishing corrections cleanly. Each toolkit includes a free public version (HTML) and a paid Pro download (PDF pack) designed for repeat use.

Free templates (HTML) Pro downloads (PDF packs) Privacy-first Visible corrections No outcome sales Freemium active Sandbox · browser-local
Education only — not legal advice. No case review. No outcomes sold. Purchases do not buy coverage, outcomes, or favourable treatment. Email is used only for delivery. Do not send sensitive personal data.

Quick start (3 steps)

  1. Start free: open the free template page that matches your need.
  2. Run the minimum standard: reduce avoidable errors (over-claiming, privacy leakage, missing sources).
  3. Upgrade only if you repeat the work: Pro packs are printable, consistent, and built for reuse.

Default path: Starter Bundle (first upgrade) → Pro Bundle (if publishing regularly) → Training (habit-building).

Freemium ON 6 free templates · sandbox · Pro optional
Start free — Source Log Open sandbox

What this prevents

  • Evidence drift: claims outlive the sources that supported them.
  • Link rot: important URLs die without a private index.
  • Identity leakage: “time + place + role” combinations identify people unintentionally.
  • Silent edits: changes that later destroy credibility because they were not logged.

Goal: publish what is defensible, label limits clearly, reduce avoidable risk, and correct cleanly.

Which toolkit should you start with?

Pick the option that matches your immediate risk. Start free. Upgrade only if you need printable workflow sheets.

I'm making claims and need sourcing discipline

Start: free Source Log template → upgrade for repeat use.

Open free

I'm worried about privacy / identification leaks

Start: de-identification checklist → upgrade for drills + examples.

Open free

I need a correction-ready workflow

Start: correction note + changelog pattern → upgrade for variants.

Open free

I need record hygiene (files, links, archiving)

Start: naming + saving rules → upgrade for printable workflow.

Open free
Prefer guided learning? Training

Training (async)

Two short courses designed to reduce repeat mistakes. Education only — not legal advice. No case review. No outcomes sold.

Evidence Literacy 101

Claim/evidence discipline + sourcing hygiene

Best for anyone publishing claims who wants cleaner sourcing without turning publishing into a full-time job.

$79
View outline

Privacy-First Publishing

De-identification drills + safe rewrite patterns

Best for publishing real-world stories while reducing “doxxing-by-detail” risk (time + place + role).

$99
View outline

Prefer templates first? Start with the free pages, then use training to build habits.

Bundles

Best value if buying more than one. Bundles are self-serve digital downloads.

Starter Bundle

Sourcing + Privacy + Corrections

$39
  • Sourcing Discipline Pack (Pro)
  • Privacy & De-identification Pack (Pro)
  • Corrections & Update Protocol (Pro)

Team License

Internal use up to 5 people

$149
  • Digital downloads only. No services included.
  • Internal use for up to 5 people.
  • Not for resale or redistribution.

Delivery + boundaries

  • Free opens a public HTML page (indexable).
  • Buy opens Stripe for the Pro PDF download.
  • Delivery is digital. If delivery fails, email support and the link is resent.

Support: hello@witnessbc.com

All toolkits

Each toolkit includes a free public version + a paid Pro download. Start free. Upgrade only for repeat use.

Sourcing Discipline Pack

Source log + claim/evidence map

  • Separate claims from evidence.
  • Log sources with dates, limits, and notes.
  • Reduce “collapse later” errors from missing proof.

Free: copy/paste template + quick examples. Pro: printable PDF pack for repeated use.

$19
Free

Corrections & Update Protocol

Correction note + changelog pattern

  • Fix the record without rewriting history.
  • Log changes clearly with dates and reasons.
  • Reduce credibility loss from silent edits.

Free: correction note template + clean changelog. Pro: formatted protocol pack.

$9
Free

Privacy & De-identification Pack

Checklist + rewrite patterns

  • Reduce accidental identification risk.
  • Avoid detail-combination leaks (time + place + role).
  • Publish patterns safely while keeping originals private.

Free: de-identification checklist + safe rewrite patterns. Pro: expanded drills/examples.

$19
Free

Public Record Checklist

Archiving + evidence hygiene

  • Prevent link rot and lost files.
  • Keep originals clean and store notes separately.
  • Maintain a simple private index for future corrections.

Free: naming rules + what to save. Pro: full printable workflow.

$29
Free

Accountability Story Template

Scope → sources → limits

  • Publish with a repeatable structure.
  • State limits clearly to reduce over-claiming.
  • Include privacy and corrections blocks by default.

Free: publishable structure. Pro: formatted variants (short/long) and examples.

$19
Free

Civic Action Map (General)

General next steps (non-case)

  • Map a minimum defensible claim to next actions.
  • Choose what is public vs private evidence.
  • Set review points for updates or retractions.

Free: simple decision steps. Pro: fuller map, checklists, and scripts.

$29
Free

FAQ

Is this legal advice?

No. Toolkits and training are general education only.

Do you review cases or edit my story?

No. No case review, no individualized advice, no outcomes sold.

Do purchases buy coverage or favourable treatment?

No. Purchases do not buy coverage, outcomes, or influence.

What's the difference between Free and Pro?

Free is copy/paste HTML. Pro is printable PDF packs and formatted sheets for repeated use.

Refunds?

Digital goods are generally non-refundable unless delivery fails.

What if I'm unsure what is safe to publish?

Reduce detail, remove identifiers, keep raw records private, and correct cleanly when needed.

Trust & transparency

Principles and corrections log stay on the journalism site until migrated.

Witness AI pricing
Witness AI provides educational AI policy templates and governance workflow tooling — not legal, compliance, or certification services. Market statistics cite independent third-party research. Framework alignment is illustrative mapping only.