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 pjt222/agent-almanac --skill annotate-source-filesgit clone --depth 1 https://github.com/pjt222/agent-almanacWrote 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/pjt222/agent-almanac/annotate-source-files)<a href="https://agentmods.dev/skills/pjt222/agent-almanac/annotate-source-files"><img src="https://agentmods.dev/badge/skills/pjt222/agent-almanac/annotate-source-files/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/pjt222/agent-almanac/annotate-source-files"><img src="https://agentmods.dev/badge/skills/pjt222/agent-almanac/annotate-source-files.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00089 | $0.02870 |
| Opus 5 | $0.00044 | $0.01435 |
| Sonnet 5 | $0.00018 | $0.00574 |
| Haiku 4.5 | $0.00009 | $0.00287 |
Grade A, and why
annotate-source-files 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 5d 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 — 284 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Annotate Source Files
Add PUT workflow annotations to source files so putior can extract structured workflow data and generate Mermaid diagrams.
When to Use
- After analyzing a codebase with
analyze-codebase-workflowand having an annotation plan - Adding workflow documentation to new or existing source files
- Enriching auto-detected workflows with manual labels and connections
- Documenting data pipelines, ETL processes, or multi-step computations
Inputs
- Required: Source files to annotate
- Required: Annotation plan or knowledge of the workflow steps
- Optional: Style preference: single-line or multiline (default: single-line)
- Optional: Whether to use
put_generate()for skeleton generation (default: yes)
Procedure
Step 1: Determine Comment Prefix
Each language has a specific comment prefix for PUT annotations. Use get_comment_prefix() to find the correct one.
library(putior)
# Common prefixes
get_comment_prefix("R") # "#"
get_comment_prefix("py") # "#"
get_comment_prefix("sql") # "--"
get_comment_prefix("js") # "//"
get_comment_prefix("ts") # "//"
get_comment_prefix("go") # "//"
get_comment_prefix("rs") # "//"
get_comment_prefix("m") # "%"
get_comment_prefix("lua") # "--"
Got: A string like "#", "--", "//", or "%".
Line and block comments: putior detects annotations in both line comments (
//,#,--) and C-style block comments (/* */,/** */). For JS/TS, both//and/* */blocks are scanned. Python triple-quote strings (''' ''') are not detected — use#for Python annotations.
If fail: If the extension is not recognized, the file language may not be supported. Check get_supported_extensions() for the full list. For unsupported languages, use # as a conventional default.
Step 2: Generate Annotation Skeletons
Use put_generate() to create annotation templates based on auto-detected I/O.
# Print suggestions to console
put_generate("./src/etl/")
# Single-line style (default)
put_generate("./src/etl/", style = "single")
# Multiline style for complex annotations
put_generate("./src/etl/", style = "multiline")
# Copy to clipboard for pasting
put_generate("./src/etl/", output = "clipboard")
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.
- 5d ago First seen · 284 lines · 89 tokens per session scan A 29f770ab4d00
annotate-source-files is a skill published in the GitHub repository pjt222/agent-almanac (32 stars, last pushed yesterday), licensed MIT. It adds 89 tokens to every session and 2,870 once invoked, about $0.0004 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 2026-09-03.
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