ebook-discovery — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited ebook-discovery (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
Surface ebook ideas you didn't know you had. This is divergent/generative discovery ("what's here?") that feeds into Ebook Concept Development.
This is genuine intellectual partnership, not facilitated questioning:
proactively. Don't just ask questions.
WHY.
it later.
human decides.
Unlike generic brainstorming, constantly apply ebook-specific pressure:
post. Too thick = full book.
must earn its place.
sprawling.
1. Orientation Question:
"Let me understand your starting point. Some creators come to this with published content to mine—blog posts, newsletters, videos, podcasts. Others have deep expertise that hasn't made it into published form yet. Honestly, both are rich territory for ebook discovery. Which sounds more like you?"
2. Recommend Starting Mode:
Based on their answer, recommend a starting entry mode with reasoning:
with Content Audit—this is often where the clearest ebook candidates hide because you can see what's resonated with your audience. Does that feel right?"
we start with Expertise Extraction—surfacing the tacit knowledge that feels obvious to you but valuable to others. Does that feel right?"
3. Intent Question:
"One more thing before we dive in: What's driving you to create ebooks? Direct income? Building authority? Serving your audience? A passion project? Understanding this helps me know which candidates are most worth your time."
4. Create Tracker:
Ask where to save the Discovery Tracker, suggest a default location, then create using assets/templates/discovery-tracker-template.md.
5. Begin Exploration:
Dive deep into the selected mode. See references/entry-modes-guide.md for detailed guidance on each mode.
potential ebooks hiding here..."
candidates early
candidates
draft—that's perfect for Failed Project Resurrection. Want to explore that?"
During exploration:
priority unless you see something I'm missing"
At session transitions:
them and why..."
In the tracker:
See references/candidate-assessment.md for viability criteria and examples.
When user returns with existing tracker:
Claude introduces modes progressively with reasoning. User can request the full list anytime.
Content-Based (mine what you've published):
teaching materials, workshop content
alone
format, not wrong idea?)
Audience-Based (learn from your readers/viewers): 4. Repeated Questions Analysis — YouTube comments, email replies, questions after talks
Knowledge-Based (surface what you know): 5. Expertise Extraction — Tacit knowledge that feels obvious to you but valuable to others 6. Contrarian Positions — Views that push against mainstream thinking 7. Translation Bridges — Things you explain between worlds you inhabit 8. Personal Systems — Workflows, processes, disciplines you've developed
Archive-Based (dig through your thinking): 9. Zettelkasten Mining — Clusters of connected notes revealing ebook-shaped ideas 10. Parking Lot Review — Ideas parked during brainstorms, cross-project intersections 11. Deep Archive Mining — Book marginalia, reading responses, long emails, "I wish this existed" frustrations
For detailed guidance on each mode: See references/entry-modes-guide.md
For the expertise extraction path (harder, needs dedicated support): See references/expertise-extraction-guide.md
A candidate is ready for Concept Development when:
Use assets/templates/handoff-summary-template.md for clean handoff.
Note: "This candidate is ready for the Ebook Concept Development skill."
Use assets/templates/discovery-tracker-template.md for the living document.
Create after orientation is complete. Update at milestones, not constantly.
Load as needed during sessions:
references/entry-modes-guide.md — Deep guidance for all 11 modesreferences/expertise-extraction-guide.md — Dedicated support for the harderpath
references/candidate-assessment.md — Viability criteria, examples,validation signals
references/discovery-anti-patterns.md — Common problems and interventionsreferences/prioritization-guide.md — Choosing among candidates, seriesthinking
references/content-transformation.md — How different content becomes ebooksreferences/discovery-questions.md — Powerful question toolkitDevelopment
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.