Apify Buying Signal Detection
apify/awesome-skills
Set up a recurring buying-signal detection pipeline that finds companies showing buying intent across three signal types — job postings (hiring for the persona), fundraising events (recent raises)…
Agent skill
by jeremylongshore in jeremylongshore/tons-of-skills-marketplace
Reference architecture for fundraising operations with Finta CRM.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill finta-reference-architecture -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace finta-reference-architecture --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/finta-reference-architecture .claude/skills/finta-reference-architecture && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "finta-reference-architecture" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/finta-reference-architecture into .claude/skills/finta-reference-architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "finta-reference-architecture", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/finta-reference-architectureType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill finta-reference-architecture -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace finta-reference-architecture --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/.curated/finta-reference-architecture .agents/skills/finta-reference-architecture && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "finta-reference-architecture" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/finta-reference-architecture into .agents/skills/finta-reference-architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "finta-reference-architecture", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill finta-reference-architecture -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace finta-reference-architecture --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/.curated/finta-reference-architecture .cursor/skills/finta-reference-architecture && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "finta-reference-architecture" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/finta-reference-architecture into .cursor/skills/finta-reference-architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "finta-reference-architecture", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/jeremylongshore/tons-of-skills-marketplace.git --path skills/.curated/finta-reference-architecture--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill finta-reference-architecture -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace finta-reference-architecture --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/.curated/finta-reference-architecture .gemini/skills/finta-reference-architecture && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "finta-reference-architecture" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/finta-reference-architecture into .gemini/skills/finta-reference-architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "finta-reference-architecture", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install jeremylongshore/tons-of-skills-marketplace finta-reference-architectureInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill finta-reference-architecture -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/.curated/finta-reference-architecture .github/skills/finta-reference-architecture && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "finta-reference-architecture" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/finta-reference-architecture into .github/skills/finta-reference-architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "finta-reference-architecture", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill finta-reference-architecture -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace finta-reference-architecture --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/.curated/finta-reference-architecture .opencode/skills/finta-reference-architecture && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "finta-reference-architecture" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/finta-reference-architecture into .opencode/skills/finta-reference-architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "finta-reference-architecture", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
finta-reference-architectureReference architecture for fundraising operations with Finta CRM.
Finta Reference Architecture is an agent skill from jeremylongshore/tons-of-skills-marketplace. Reference architecture for fundraising operations with Finta CRM. Trigger with phrases like "finta architecture", "finta fundraising stack".
Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Designed for Claude Code
It sits in Business, Finance & HR, covering Fundraising and pitch decks and CRM management. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.
5 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadGrepFrom allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are typescript).
From the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
trustfinta.comFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Designed for Claude Code
From compatibility in the SKILL.md frontmatter.
Finta Reference Architecture loads about 1.8k tokens when it runs. Until then it costs about 42 tokens; SKILL.md has 455 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 455 words, ~1,790 tokens.
.claude/skills/finta-reference-architecture/SKILL.md (or your agent's skills folder).Production architecture for fundraising operations integrating with Finta's CRM platform. Designed for startup founders and fund managers who need investor pipeline visibility, automated round management, and document room analytics. Key design drivers: deal velocity tracking, investor communication audit trail, capital collection automation via Stripe, and CRM integration with external systems like HubSpot or Salesforce for LP relationship management.
Founder Dashboard ──→ Pipeline Service ──→ Cache (Redis) ──→ Finta API
↓ /investors
Queue (Bull) ──→ Email Sync Worker /rounds
↓ /deal-rooms
Doc Room Service ──→ Finta Deal Rooms /documents
↓
Zapier Webhooks ──→ Slack / Sheets / CRMclass FundraiseService {
constructor(private finta: FintaClient, private cache: CacheLayer) {}
async getPipelineSnapshot(roundId: string): Promise<PipelineSnapshot> {
const investors = await this.cache.getOrFetch(`round:${roundId}:investors`,
() => this.finta.getInvestorsByRound(roundId));
return { total: investors.length, byStage: this.groupByStage(investors),
committed: investors.filter(i => i.stage === 'committed').reduce((s, i) => s + i.amount, 0) };
}
async moveInvestor(investorId: string, toStage: string): Promise<void> {
await this.finta.updateInvestor(investorId, { stage: toStage });
await this.cache.invalidate(`investor:${investorId}`);
await this.queue.add('stage-change', { investorId, toStage, timestamp: Date.now() });
}
}const CACHE_CONFIG = {
rounds: { ttl: 600, prefix: 'round' }, // 10 min — round terms rarely change mid-raise
investors: { ttl: 120, prefix: 'investor' }, // 2 min — stage changes need freshness
documents: { ttl: 300, prefix: 'doc' }, // 5 min — doc list stable between uploads
dealRooms: { ttl: 60, prefix: 'room' }, // 1 min — view analytics need near-real-time
metrics: { ttl: 30, prefix: 'metric' }, // 30s — commitment totals are time-sensitive
};
// Stage-change webhooks flush investor cache immediately for dashboard accuracyclass FundraiseEventPipeline {
private queue = new Bull('finta-events', { redis: process.env.REDIS_URL });
async onStageChange(event: StageChangeEvent): Promise<void> {
await this.queue.add('notify', event, { attempts: 3, backoff: { type: 'exponential', delay: 2000 } });
}
async processNotification(event: StageChangeEvent): Promise<void> {
if (event.toStage === 'committed') await this.notifySlack(`${event.investorName} committed $${event.amount}`);
if (event.toStage === 'passed') await this.logPassReason(event);
await this.syncToCRM(event); // Push stage change to HubSpot/Salesforce
}
}interface Round { id: string; name: string; targetAmount: number; instrument: 'SAFE' | 'convertible-note' | 'priced'; status: 'active' | 'closed'; }
interface Investor { id: string; name: string; email: string; firm: string; roundId: string; stage: 'contacted' | 'meeting' | 'dd' | 'term-sheet' | 'committed' | 'passed'; amount: number; }
interface DealRoom { id: string; roundId: string; investorIds: string[]; documents: Document[]; viewAnalytics: ViewEvent[]; }
interface Document { id: string; name: string; type: 'pitch-deck' | 'financials' | 'cap-table' | 'legal'; uploadedAt: string; viewCount: number; }| Component | Failure Mode | Recovery |
|---|---|---|
| Investor sync | Finta API rate limit | Queue with exponential backoff, per-round circuit breaker |
| Deal room upload | S3/storage timeout | Retry with resumable upload, notify founder on failure |
| Email tracking | Gmail OAuth token expired | Auto-refresh token, fallback to manual logging alert |
| Stripe collection | Payment declined | Retry schedule (1d, 3d, 7d), escalate to founder dashboard |
| CRM sync | HubSpot conflict | Last-write-wins with Finta as source of truth, log discrepancies |
Maintain an architecture decision record showing each data boundary, the source of truth for each entity, the queue and retry policy, privileged-access owners, and the rollback switch for every external integration. Operational telemetry should be aggregated and redacted.
For a stage-change test, publish a synthetic event with an opaque investor identifier. The worker records an idempotency key, sends one redacted CRM update, and writes a success receipt. Replaying the same event must result in no second update; a destination failure goes to the review queue after the retry limit.
See finta-deploy-integration.
© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/.curated/finta-reference-architecture of jeremylongshore/tons-of-skills-marketplace.
Open the folder on GitHubat commit cfae287
Finta Reference Architecture next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Finta Reference Architecture this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.8k | Automated safety check: Pass | MIT | |
| Apify Buying Signal Detectionapify/awesome-skills | 266 | — | ~5.1k | Automated safety check: Notes | Apache-2.0 | |
| Investor Outreachaffaan-m/ECC | 276k | 6 repos | ~664 | Automated safety check: Pass | MIT | |
| Investor Call Prepgooseworks-ai/goose-skills | 1.2k | 1 repos | ~3.8k | Automated safety check: Pass | MIT | |
| Dossierborghei/Claude-Skills | 891 | — | ~2k | Automated safety check: Pass | MIT | |
| Know Your CustomerJoelLewis/finance_skills | 206 | — | ~3.6k | Automated safety check: Pass | MIT |
apify/awesome-skills
Set up a recurring buying-signal detection pipeline that finds companies showing buying intent across three signal types — job postings (hiring for the persona), fundraising events (recent raises)…
affaan-m/ECC
Draft cold emails, warm intro blurbs, follow-ups, update emails, and investor communications for fundraising.
gooseworks-ai/goose-skills
Prepare for investor calls by pulling upcoming meetings from Google Calendar, deeply researching each investor and their firm (website scraping, portfolio analysis, thesis extraction), checking for…
borghei/Claude-Skills
Structured intelligence dossiers on companies, people, markets, or domains, with source triangulation and fact/inference discipline.
JoelLewis/finance_skills
Guide customer onboarding identification, due diligence, and profile maintenance under FINRA Rule 2090, the CIP rules, and the FinCEN CDD Rule.
pedronauck/skills
Build investor lists, warm intros and cold emails; prepare meetings, manage a raise pipeline, and run diligence through close.
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to conduct a security-focused code review using the security-agent plugin.
jeremylongshore/tons-of-skills-marketplace
Build this skill automates the adaptation of pre-trained machine learning models using transfer learning techniques.
jeremylongshore/tons-of-skills-marketplace
Execute proactive auto-loading: automatically detects and loads agents.md files.
jeremylongshore/tons-of-skills-marketplace
Aggregate and centralize performance metrics from applications, systems, databases, caches, and services.
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to analyze capacity requirements and plan for future growth.
jeremylongshore/tons-of-skills-marketplace
Process use when you need to work with database indexing. An agent skill from jeremylongshore/tons-of-skills-marketplace.
Categories
Reference architecture for fundraising operations with Finta CRM. Finta Reference Architecture is an agent skill from jeremylongshore/tons-of-skills-marketplace. Reference architecture for fundraising operations with Finta CRM.
Finta Reference Architecture fits situations like: with phrases like finta architecture; finta fundraising stack.
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill finta-reference-architecture -a claude-code`. Or copy the skill folder (skills/.curated/finta-reference-architecture in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/finta-reference-architecture in your project. Claude Code loads it when a task matches its description.
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill finta-reference-architecture -a codex`. Or copy the skill folder (skills/.curated/finta-reference-architecture in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/finta-reference-architecture in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill finta-reference-architecture -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/finta-reference-architecture, .gemini/skills/finta-reference-architecture, .github/skills/finta-reference-architecture and .opencode/skills/finta-reference-architecture in your project.
SKILL.md names no scripts, command-line tools or credentials: Finta Reference Architecture is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Grep. Compatibility (from SKILL.md): Designed for Claude Code.
SKILL.md names 1 domain. As links in the text: trustfinta.com. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Finta Reference Architecture is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.8k tokens (SKILL.md is roughly 7.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Finta Reference Architecture: Apify Buying Signal Detection (apify/awesome-skills, 266 stars), Investor Outreach (affaan-m/ECC, 276k stars), Investor Call Prep (gooseworks-ai/goose-skills, 1.2k stars) and Dossier (borghei/Claude-Skills, 891 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.
Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.