Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add ssmurfgg04-gif/context-m --skill social-card-data-kpigit clone --depth 1 https://github.com/ssmurfgg04-gif/context-mWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/ssmurfgg04-gif/context-m/social-card-data-kpi)<a href="https://agentmods.dev/skills/ssmurfgg04-gif/context-m/social-card-data-kpi"><img src="https://agentmods.dev/badge/skills/ssmurfgg04-gif/context-m/social-card-data-kpi/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/ssmurfgg04-gif/context-m/social-card-data-kpi"><img src="https://agentmods.dev/badge/skills/ssmurfgg04-gif/context-m/social-card-data-kpi.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00127 | $0.00498 |
| Opus 5 | $0.00063 | $0.00249 |
| Sonnet 5 | $0.00025 | $0.00100 |
| Haiku 4.5 | $0.00013 | $0.00050 |
Grade A, and why
social-card-data-kpi scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
This is a copy
100% identical to social-card-data-kpi — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
What it actually says
Social Card Data / KPI Template
Use when the card is driven by numbers, rankings, growth, score, ROI, benchmark, funnel, or result summary.
Core Rule
A data card must have one clear claim. Do not show numbers without explaining what decision or insight they support.
Structure Options
- one hero number + explanation
- KPI tower: 3-5 stacked metrics
- before / after metric comparison
- horizontal bar mini-chart
- ranking table with one highlighted row
- ROI/result card with assumptions
Must Do
- Label units, time windows, and data source / placeholder status.
- Make one number visually primary.
- Use consistent alignment and numeric tabular spacing where possible.
- If numbers are invented placeholders, mark them as sample/demo.
Avoid
- Fake market size, fake growth rate, fake client proof.
- Chartjunk.
- Tiny chart labels.
- More than 5 competing metrics on one social card.
Pattern Source Rule
Read this SKILL.md first. Do not read pattern.html by default.
Read pattern.html only when you need concrete layout rhythm, spatial relationships, or interaction/annotation behavior that this markdown cannot fully specify. When read, extract patterns only; do not copy DOM, CSS classes, exact spacing, placeholder copy, or styling wholesale.
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 9d ago First seen · 57 lines · 127 tokens per session scan A 0c868d8cec3e
social-card-data-kpi is a skill published in the GitHub repository ssmurfgg04-gif/context-m (2 stars, last pushed yesterday), licensed Apache-2.0. It adds 127 tokens to every session and 498 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it A with 0 findings. It is 100% identical to social-card-data-kpi, differing in 0 lines, and is treated as a copy.
Other skills, from other repositories
ai-style
A Chinese-language writing guide for producing or revising reader-facing text such as product announcements, public-account articles, emails, and README files. It focuses on reducing patterns that make writing sound machine-generated.
triage
A task-routing guide that identifies goals, dependencies, and acceptance conditions before work begins. It orders work as research, calculation or execution, and writing.
coding
A coding guide for writing and running Python programs in a sandbox. It requires scripts to be small and reproducible, with their actual output or errors reported.
setup-open-index
Install and configure Open Index as the read/write context layer for a domain-specialized agent. Use when setting up a legal, marketing, customer support, sales, infrastructure, or other domain agent with Open Index over MCP.
build-personal-brain
Create, resume, validate, connect, or maintain a private cross-project memory for AI assistants. Use when a person asks to build a personal memory from local work folders and past assistant conversations, continue an interrupted memory audit, connect an existing memory to another local assistant, verify that the…
codex-memory-guard
Guard task boundaries and preserve confirmed critical project state across Codex compaction. Use when a user wants topic-switch guidance, write-through critical memory, compact HANDOFF checkpoints, PreCompact and compact-resume hooks, four-layer Markdown memory initialization, or memory workflow auditing.