identify-feature-opportunities SKILL.md skillA
identify-feature-opportunities from tomzx/agents is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add tomzx/agents/identify-feature-opportunities@git:20261007.b35fc4bPins git:20261007.b35fc4b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- tomzx/agents
- Path
skills/identify-feature-opportunities/SKILL.md- Versions recorded
- 3
- Latest version
- git:20261007.b35fc4b, committed Oct 7, 2026
- First version recorded
- Aug 3, 2026
- Size
- 16,248 bytes
- Repository stars
- 12
- License
- MIT
Analyze the existing software surface and surrounding signals (code, issues, recent PRs, goals, roadmap) to generate and rank new feature opportunities that would add value. The bottom-up discovery counterpart to create-roadmap and create-goals, and the inverse of create-needs-assessment (which validates a given idea rather than proposing one). Use when the user says /identify-feature-opportunities, "what should we build next", "find feature ideas", "product opportunities", "feature gaps…
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
TODAY=!`date +%Y-%m-%d` REPO=!`git remote get-url origin 2>/dev/null | sed -E 's#.*[:/]([^/]+/[^/]+)(\.git)?$#\1#'` # Identify Feature Opportunities Surfaces **new** feature opportunities by reading the software as it actually exists today and the signals around it, then synthesizing concrete, evidenced ideas ranked by value and strategic fit. This is discovery: it proposes work that does not yet exist, unlike `prioritize-issues` (ranks existing issues), `check-issues-status` (finds done work), or `create-needs-assessment` (validates one proposed idea). ## The Core Problem This Solves Roadmaps and backlogs fill up from incoming requests, but they rarely get a bottom-up re-derivation from the software itself. Capabilities get 80% built and abandoned, adjacent expansion paths go unnoticed, repeated issue themes never get generalized into a feature, and stated goals sit with no corresponding code. This skill reads the codebase as evidence of what exists and proposes what is missing. ## Prerequisites - Working directory is the root of a `git` repository - `gh` CLI authenticated with read access to the target repository (for issue and PR signals) …
Read the whole file at its exact version.
How to install
mdr add tomzx/agents/identify-feature-opportunities@sha256:ae75677ee468427fThe line at the top of this page pins the label git:20261007.b35fc4b, 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_rjmnpvejmbdk2gbf)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Aug 3, 2026 and Oct 7, 2026, about one every 32 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261007.b35fc4b latest | 2026-10-07 | b35fc4b | 16,248 B | A | view · diff |
| git:20261004.00bb0c5 | 2026-10-04 | 00bb0c5 | 16,233 B | A | view · diff |
| git:20260803.7fafd65 | 2026-08-03 | 7fafd65 | 16,235 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 (16248 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
tomzx/agents · 12 stars · license MIT · pushed 2026-10-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_rjmnpvejmbdk2gbf GET https://markdownregistry.com/api/v1/resolve?ref=tomzx/agents/identify-feature-opportunities GET https://markdownregistry.com/api/v1/blob/ae75677ee468427fddc119b9f36066ef52bfd18d545e74a643b3aba5b1e608bd
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.