continuous-discovery SKILL.md skillA
continuous-discovery from deciqai/knowledge-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add deciqai/knowledge-skills/continuous-discovery@git:20261025.cb4e537Pins git:20261025.cb4e537 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- deciqai/knowledge-skills
- Path
continuous-discovery/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261025.cb4e537, committed Oct 25, 2026
- First version recorded
- Jul 16, 2026
- Size
- 2,783 bytes
- Repository stars
- 13
- License
- MIT
Activate when: a team ships features on opinion instead of evidence; 'we need a discovery habit', 'how often should we talk to users', building a product roadmap; connecting weekly customer contact to decisions. Do NOT activate when: pre-first-customer (use the-mom-test first) or the org has no product to iterate. More: deciqai.com/s/continuous-discovery.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Continuous Discovery — Weekly Contact, Opportunity Trees ## Overview Continuous discovery (Teresa Torres, *Continuous Discovery Habits*, 2021) replaces one-off research with a **weekly cadence of customer touchpoints by the team building the product**, structured around an **opportunity solution tree**: one outcome → the opportunities (unmet needs) that drive it → competing solutions → assumption tests. It keeps roadmaps anchored to real needs instead of the loudest stakeholder. ## When to Use - A product with users but no steady learning loop - Roadmap fights decided by seniority, not evidence - Turning a fuzzy outcome (e.g. "increase activation") into shippable bets ## The Process 1. **Pick one clear outcome** (a behavior/metric, not a feature). *Gate: if the target is a feature, back up to the outcome it serves.* 2. **Interview weekly** — the trio (PM/design/eng), small and continuous, not a quarterly study. 3. **Map opportunities** as a tree under the outcome; keep them as customer needs, not solutions in disguise. 4. **Diverge on solutions** per opportunity (≥3), then converge. …
Read the whole file at its exact version.
How to install
mdr add deciqai/knowledge-skills/continuous-discovery@sha256:67b12433d6e03167The line at the top of this page pins the label git:20261025.cb4e537, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_mbinrlxgvqe6ivfi)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jul 16, 2026 and Oct 25, 2026, about one every 25 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261025.cb4e537 latest | 2026-10-25 | cb4e537 | 2,783 B | A | view · diff |
| git:20260816.be84677 | 2026-08-16 | be84677 | 2,783 B | A | view · diff |
| git:20260719.ed3f856 | 2026-07-19 | ed3f856 | 2,783 B | A | view · diff |
| git:20260717.2ed857e | 2026-07-17 | 2ed857e | 2,783 B | A | view · diff |
| git:20260716.fac12bf | 2026-07-16 | fac12bf | 2,783 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2783 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
deciqai/knowledge-skills · 13 stars · license MIT · pushed 2026-10-25 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_mbinrlxgvqe6ivfi GET https://markdownregistry.com/api/v1/resolve?ref=deciqai/knowledge-skills/continuous-discovery GET https://markdownregistry.com/api/v1/blob/67b12433d6e031674ae2d28e21b5e330ba6acc3d1fe7bda1c9418bfc5707babd
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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