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 agentmods add instructions/adit-jain-srm/skill-forge/agents-mdgit clone --depth 1 https://github.com/Adit-Jain-srm/skill-forgeWrote 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/instructions/adit-jain-srm/skill-forge/agents-md)<a href="https://agentmods.dev/instructions/adit-jain-srm/skill-forge/agents-md"><img src="https://agentmods.dev/badge/instructions/adit-jain-srm/skill-forge/agents-md.svg" alt="Measured on agentmods" 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 | $0.01011 | $0.01011 |
| Opus 5 | $0.00505 | $0.00505 |
| Sonnet 5 | $0.00202 | $0.00202 |
| Haiku 4.5 | $0.00101 | $0.00101 |
Grade A, and why
skill-forge AGENTS.md 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 4d 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.
How it starts
The opening of the file, as written. The whole thing — 74 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md — skill-forge
Instructions
This is a self-improving skill collection. The meta-agent (root SKILL.md) discovers, devours, and creates new skills autonomously.
For AI Agents Using This Repo
- Read
CONTEXT.mdfirst — it defines the project vocabulary - Skills live in
skills/— each has a SKILL.md with YAML frontmatter - The meta-agent's memory lives in
memory/— state files that persist between sessions - Run
/setupon first use to configure user preferences - Quality bar: every skill must pass
node scripts/validate-skill.js
Available Skills
| Skill | Slash Command | Solves |
|---|---|---|
| setup | /setup | First-time configuration |
| ai-debt-detector | /ai-debt-detector | "AI code has hidden bugs nobody catches" |
| grill | /grill | "Building the wrong thing" |
| prove-it | /prove-it | "Agent says 'done' but it's NOT" |
| diagnose | /diagnose | "Something broken, don't know why" |
| self-review | /self-review | "Agent shows buggy first drafts" |
| zoom-out | /zoom-out | "Lost in unfamiliar code" |
| handoff | /handoff | "Need to continue later" |
| session-guard | /session-guard | "Long sessions degrade" |
| context-builder | /context-builder | "Agent doesn't speak my language" |
| dynamic-workflow | /dynamic-workflow | "Complex task needs parallel work" |
| mcp-conductor | /mcp-conductor | "Agent uses one tool when it should chain five" |
| git-workflow | /git-workflow | "Drowning in git complexity" |
| web-perf | /web-perf | "Site is slow, don't know why" |
| error-resilience | /error-resilience | "Code breaks in production" |
| arch-from-code | /arch-from-code | "Nobody knows how codebase works" |
| db-schema | /db-schema | "Database breaks at scale" |
Automation Scripts
| Script | Purpose |
|---|---|
scripts/route-task.js |
TF-IDF semantic routing with compound skill matching |
scripts/index-memory.js |
Build indexed learnings (category + keyword + apply_to) |
scripts/skillopt.js |
SkillOpt self-improvement loop (record → analyze → propose → apply) |
scripts/orchestrate.js |
End-to-end project orchestration (7-phase guided plan) |
scripts/discover.js |
Multi-strategy skill discovery |
scripts/self-improve.js |
Monitor repos + weakness detection |
scripts/rl-update.js |
Reinforcement learning signal processing |
scripts/validate-skill.js |
Quality validation for skills |
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.
- 4d ago First seen · 74 lines · 1,011 tokens per session scan A bdec236d433f
skill-forge AGENTS.md is an instructions file published in the GitHub repository Adit-Jain-srm/skill-forge (2 stars, last pushed 2mo ago), licensed MIT. It adds 1,011 tokens to every session, about $0.0051 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other instructions, from other repositories
crossframe-skill AGENTS.md
Instructions for xi-kari/crossframe-skill, covering crossframe / agent adapter, 仓库怎么理解, 显式调用边界, 显式调用 crossframe essay and 显式调用其它平行 skill.
crossframe-skill copilot-instructions.md
Instructions for xi-kari/crossframe-skill, a project described as: CrossFrame Skill Suite：面向 AI agent 的中文结构诊断、公共议题分析、组织复盘、历史材料处理、追问和成文工作流；旗舰 CrossFrame ProMax 提供 v8-only、精确点名、可对账可修复的独立结构推演 runtime。.
seo-geo-optimizer copilot-instructions.md
Instructions for Aryanpanwar10005/seo-geo-optimizer, covering seo & geo optimizer — universal ai skill, how to use this skill, part 1 — iron laws, part 2 — seo & geo execution phases and phase 0 — initialize.
ui-ux-design-pro-skill CLAUDE.md
Instructions for saifyxpro/ui-ux-design-pro-skill, covering project overview, cli commands, full design system generation (markdown output), search across all databases (sub-50ms) and audit ui code quality.
anki-card-skill GEMINI.md
Gemini CLI instructions for gong1414/anki-card-skill, a project described as: AI-powered Anki flashcard generator — works as a skill/plugin for Claude Code, Cursor, Copilot CLI, Gemini CLI, Codex & OpenCode. Exports to .tsv/.apkg with HTML formatting, hierarchical tags, and CJK support.
crossframe-skill CLAUDE.md
Instructions for xi-kari/crossframe-skill, a project described as: CrossFrame Skill Suite：面向 AI agent 的中文结构诊断、公共议题分析、组织复盘、历史材料处理、追问和成文工作流；旗舰 CrossFrame ProMax 提供 v8-only、精确点名、可对账可修复的独立结构推演 runtime。.