Borrowing it
Nothing to install: this file belongs to paulbreuler/limps. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/paulbreuler/limps/main/.claude/skills/limps-plan-operations/SKILL.mdgit clone --depth 1 https://github.com/paulbreuler/limpsWrote 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/paulbreuler/limps/limps-plan-operations)<a href="https://agentmods.dev/skills/paulbreuler/limps/limps-plan-operations"><img src="https://agentmods.dev/badge/skills/paulbreuler/limps/limps-plan-operations/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/paulbreuler/limps/limps-plan-operations"><img src="https://agentmods.dev/badge/skills/paulbreuler/limps/limps-plan-operations.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 | $0.00037 | $0.03726 |
| Opus 5.5 | $0.00015 | $0.01490 |
| Sonnet 5.5 | $0.00007 | $0.00745 |
| Haiku 4.5 | $0.00004 | $0.00373 |
Grade A, and why
limps-plan-operations 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 1mo 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 — 461 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Limps Plan Operations
Purpose
Provide reusable patterns for working with limps feature plans across commands. Handles plan identification, path resolution, loading plan artifacts, and shared distillation/lifecycle guidance for planning and agent execution.
LLM Execution Rules
- Use limps MCP tools for all reads/writes when available; do not edit plan files directly.
- Do not include secrets, tokens, or credentials in plan content.
- Only run
process_doc/process_docswith code you authored or reviewed.
Scope
- identify-plan: Resolve a plan name or path to a canonical plan directory name and base path
- load-artifacts: Load all plan artifacts (plan file, interfaces.md, README.md, gotchas.md, agent files) using limps MCP tools
- resolve-path: Convert plan name/path input to canonical
plans/NNNN-descriptive-name/format - distill-agent-files: Apply distillation rules and size guidance for
*.agent.mdgeneration - lifecycle: Provide standard lifecycle and command usage context
MCP Tool Usage
All operations use limps MCP tools with server "limps":
Document & Plan Tools
list_plans- List available planslist_agents- List agents for a planprocess_doc- Read and analyze a single documentprocess_docs- Read and analyze multiple documents (e.g., all agent files)create_plan- Create a new plan structurecreate_doc- Create a new documentupdate_doc- Update an existing documentsearch_docs- Full-text search across documents
Health & Integrity Tools
check_staleness- Report stale plans/agents based on modification timecheck_drift- Verify agent file references match actual filesysteminfer_status- Suggest status updates based on dependency completion
Proposals & Scoring Tools
get_proposals- List update proposals from staleness, drift, and inferenceapply_proposal- Apply a single proposal with confirmationconfigure_scoring- Update scoring weights, presets, and biases
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.
- 1mo ago First seen · 461 lines · 37 tokens per session scan A 8a642b951d73
limps-plan-operations is a skill published in the GitHub repository paulbreuler/limps (10 stars, last pushed 7mo ago), licensed MIT. It adds 37 tokens to every session and 3,726 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 2026-08-31.
Other skills, from other repositories
datamol
Pythonic wrapper around RDKit with simplified interface and sensible defaults. Preferred for standard drug discovery including SMILES parsing, standardization, descriptors, fingerprints, clustering, 3D conformers, parallel processing. Returns native rdkit.Chem.Mol objects. For advanced control or custom parameters…
clinicaltrials-database
Query ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve trial details by NCT ID, export data, for clinical research and patient matching.
esm
Comprehensive toolkit for protein language models including ESM3 (generative multimodal protein design across sequence, structure, and function) and ESM C (efficient protein embeddings and representations). Use this skill when working with protein sequences, structures, or function prediction; designing novel…
openalex-database
Query and analyze scholarly literature using the OpenAlex database. This skill should be used when searching for academic papers, analyzing research trends, finding works by authors or institutions, tracking citations, discovering open access publications, or conducting bibliometric analysis across 240M+ scholarly…
tinker-training-cost
Calculates training costs for Tinker fine-tuning jobs. Use when estimating costs for Tinker LLM training, counting tokens in datasets, or comparing Tinker model training prices. Tokenizes datasets using the correct model tokenizer and provides accurate cost estimates.
sources
Audits claims against their sources, each statement in a draft, report, answer or summary traced to the passage, table, dataset or run that supports it, and marked supported, partially supported, unsupported or contradicted, with a provenance table as the deliverable. Use for a sources audit, fact-check, "is this…