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.
git clone --depth 1 https://github.com/kunalsuri/ai-fication-kitWrote 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/commands/kunalsuri/ai-fication-kit/add-feature)<a href="https://agentmods.dev/commands/kunalsuri/ai-fication-kit/add-feature"><img src="https://agentmods.dev/badge/commands/kunalsuri/ai-fication-kit/add-feature/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/commands/kunalsuri/ai-fication-kit/add-feature"><img src="https://agentmods.dev/badge/commands/kunalsuri/ai-fication-kit/add-feature.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 | $0.00023 | $0.00370 |
| Opus 5.5 | $0.00009 | $0.00148 |
| Sonnet 5.5 | $0.00005 | $0.00074 |
| Haiku 4.5 | $0.00002 | $0.00037 |
Grade A, and why
add-feature 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 28d 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.
What it actually says
Implement the requested feature following the add-feature skill contract (VS Code
auto-discovers it from .claude/skills/add-feature/ or .agents/skills/add-feature/
in this repo). Summary of the contract:
- Spec first. If no spec exists in
ai/lab/specs/, draft one from the template and get the user's OK before writing code. - Locate via the maps. MODULE_MAP → FEATURE_MAP/CATALOG → WORKLOG history (was this area just changed?) → open only what's needed.
- Respect Stability. Never modify
frozenor?files without explicit human approval in this conversation. - Build surgically. Smallest diff that satisfies the spec; match conventions and license headers.
- Verify. Run the suite(s) matching the change. Failing or unrun tests ⇒ not done.
- Update knowledge. FEATURE_MAP entry, catalog amendment, MODULE_MAP if layout
changed — all tagged
[inferred]for the human to verify. - Review & record. Request
/review-changeon the diff (fresh context), then append the work's row toai/lab/WORKLOG.mdlinking spec, review, and commits, and move the feature'sai/lab/ROADMAP.mdrow from Planned to Shipped — cross-linking the spec, the WORKLOG row, and the PR by feature ID.
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.
- 28d ago First seen · 26 lines · 23 tokens per session scan A 4347b476d677
add-feature is a command published in the GitHub repository kunalsuri/ai-fication-kit (3 stars, last pushed today), licensed Apache-2.0. It adds 23 tokens to every session and 370 once invoked, about $0.0001 per session on Opus 5.5. 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 2026-09-18.
Other commands, from other repositories
session
Complete guide to managing pair programming sessions.
email-test-suite
../../services/email/email-test-suite.md.
record
Record a browser walkthrough of a URL using Antigravity (agy). Generates .webm video, screenshots, and a report. Auto-converts to MP4 if ffmpeg is available.
terse
Switch reply compression level — /terse [lite|full|ultra|off]. Complements RTK (input savings) with output-side savings.
typography
This command is a lookup + decision, not a multi-step build — it doesn't need its own workflow file. If the request grows into "and now build the page using this type system," hand off to page or redesign.
feature-flags
Design feature flag strategy with lifecycle management. Usage - /mindforge:feature-flags [feature] [--type release|experiment|operational] [--rollout 5%].