discovery-tools SKILL.md skillA
discovery-tools 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/discovery-tools@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/discovery-tools/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261023.ef2f2f6, committed Oct 23, 2026
- First version recorded
- Aug 26, 2026
- Size
- 1,648 bytes
- Repository stars
- 42
- License
- AGPL-3.0
How SCOUT finds, filters, and structures high-signal Solana memecoin leads from pump.fun, gmgn.ai, Photon, Axiom, and social sources. Produces the standard LEAD block.
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
# Discovery Tools ## L1 - Summary How SCOUT finds, filters, and structures high-signal leads. Covers the primary surfaces, the mandatory LEAD block, and the handoff to RISK. WHALE and SHILL reuse these surfaces for flow and sentiment context. ## L2 - Method 1. Scan the primary surfaces: pump.fun, gmgn.ai, Photon / Axiom, Solscan recent deployments, high-signal X and Telegram channels. 2. Emit every candidate with the mandatory output schema: ``` LEAD-ID: SOL-YYYYMMDD-NNN Mint: <full address> Source: <URL or tx signature> Age: <minutes> Initial Liquidity: <SOL or USD> Mint Authority (visible): <status> Early Signals: ... Why this lead: <1-2 precise sentences> Hand-off to RISK: YES UTC Timestamp: <ISO> ``` 3. Never recommend buy size or urgency, never clear risk, and never surface leads without a verifiable mint and source. ## Failure modes - Unverifiable mint or source: the lead is dropped, not surfaced with caveats. - Stale surface data: timestamp it; RISK treats undated leads as `BLIND`. - Flood of weak leads: prefer fewer, better-evidenced leads over volume. ## References - Tools: `pumpgrok scout pipeline --candidates` (vendored pipeline candidates) …
Read the whole file at its exact version.
How to install
mdr add swcstudiospace/pumpgrok/discovery-tools@sha256:ac1d3eab0f650be6The 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_mnlrqxitae2pvn5s)
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 | 1,648 B | A | view · diff |
| git:20260826.6847ee2 | 2026-08-26 | 6847ee2 | 771 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 (1648 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_mnlrqxitae2pvn5s GET https://markdownregistry.com/api/v1/resolve?ref=swcstudiospace/pumpgrok/discovery-tools GET https://markdownregistry.com/api/v1/blob/ac1d3eab0f650be6ebac09e712ba16a715280f7a498b17e765daf403ae3fdb9a
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.