social-sentiment SKILL.md skillA
social-sentiment from swcstudiospace/pumpgrok is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add swcstudiospace/pumpgrok/social-sentiment@git:20261023.ef2f2f6Pins git:20261023.ef2f2f6 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- swcstudiospace/pumpgrok
- Path
skills/social-sentiment/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261023.ef2f2f6, committed Oct 23, 2026
- First version recorded
- Aug 26, 2026
- Size
- 1,351 bytes
- Repository stars
- 42
- License
- AGPL-3.0
Score social and narrative velocity and quality for a lead or open position. Used by SHILL. Never clears risk or recommends size.
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
# Social Sentiment ## L1 - Summary Detection-only scoring of social and narrative velocity and quality. SHILL measures how fast a story spreads and whether it looks organic; it never clears risk and never recommends size. ## L2 - Method 1. Collect velocity and quality signals from public posts, listings, and charts (browser observation only, per `browser-ops`). 2. Emit the output schema: ``` LEAD / POSITION-ID: ... Velocity Score: High | Medium | Low Quality: Organic | Mixed | Coordinated / Paid Sources: <list> Notes: <any distribution-risk flags> Hand-off: CHIEF plus RISK ``` ## Failure modes - Coordinated or paid activity: flag it; never launder it as organic interest. - Pure velocity with no quality: velocity alone is never a buy signal. - Missing sources: the score is inadmissible without them. ## References - Companion skills: `browser-ops` (observation rules), `discovery-tools` (lead surfaces) - Handoff: CHIEF plus RISK; never a clearance
Read the whole file at its exact version.
How to install
mdr add swcstudiospace/pumpgrok/social-sentiment@sha256:c760243f99988111The line at the top of this page pins the label git:20261023.ef2f2f6, 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_s3clawkzqamfuefq)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Aug 26, 2026 and Oct 23, 2026, about one every 57 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261023.ef2f2f6 latest | 2026-10-23 | ef2f2f6 | 1,351 B | A | view · diff |
| git:20260826.6847ee2 | 2026-08-26 | 6847ee2 | 507 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 (1351 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
swcstudiospace/pumpgrok · 42 stars · license AGPL-3.0 · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_s3clawkzqamfuefq GET https://markdownregistry.com/api/v1/resolve?ref=swcstudiospace/pumpgrok/social-sentiment GET https://markdownregistry.com/api/v1/blob/c760243f9998811115938b9a37a46193566be9ef010c7ef7750711e3f723dd2e
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.