Category: Content · Version:
1.0.0 · Author: ajaycodesitbetter · Compatibility: All targets (claude, codex, opencode, gemini, anti-gravity, openclaw, hermes)Install
- npx CLI (Recommended)
- skills.sh
- Claude Code Native
- Claude Desktop
- Manus AI
What It Does
- Scans your own repo’s Discussions (not competitors’ — that’s
gh-issue-to-demand-signal) - Clusters recurring confusion by underlying concept, not surface keywords
- Ranks each cluster by frequency, engagement, recency, and unanswered rate
- Drafts the actual FAQ / doc fix as a Markdown snippet you can paste into your docs
- Generates a specific content angle and outline for each content opportunity
- Flags unanswered community pain as ⚠️ URGENT so you know what’s bleeding
- Refuses to fabricate patterns when data is thin (low-signal guard built in)
What It Does NOT Do
- Does not mine competitor repos — use
gh-issue-to-demand-signalfor outbound GTM signals - Does not write full-length blog posts or published docs pages — use
noise2blogto expand a draft into a finished asset - Does not post to LinkedIn, Twitter, or any platform
- Does not predict SEO, engagement, or content performance outcomes
- Does not access private repositories
Requirements
No paid APIs. No third-party SaaS. Free GitHub accounts work.
Setup
How to Use
Step 1 — Fetch Discussions
discussions_raw.json in the working directory.
Step 2 — Run the Skill
Oncediscussions_raw.json is present, tell your agent:
devrel-backlog.md — a ranked Markdown report ready to commit.
CLI Options
Output
devrel-backlog.md contains:
Run Summary — repo, date, discussions analyzed, clusters found, mode.
Docs / FAQ Gaps — Up to 7 ranked items. Each includes:
- Priority score (0–100, relative ranking within this run)
- Frequency and engagement metrics
- A verbatim evidence quote from the thread
- A direct link to the source discussion
- A ready-to-paste Draft FAQ / Doc Update as a Markdown snippet
- ⚠️ URGENT badge if the community pain is unresolved
- A working content title and type (blog post, tutorial, FAQ entry, Twitter thread, video script)
- Why this matters for the founder
- A verbatim evidence quote and source link
- A Recommended Angle and 3–4 point outline tied to the community confusion
Note on scores: Priority scores are relative rankings within this analysis run, not absolute quality measures. A score of 84 ranks higher than a score of 71 in this dataset. Scores are not comparable across different repos or different run configurations.

