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/srnichols/plan-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/srnichols/plan-forge/performance)<a href="https://agentmods.dev/instructions/srnichols/plan-forge/performance"><img src="https://agentmods.dev/badge/instructions/srnichols/plan-forge/performance/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/instructions/srnichols/plan-forge/performance"><img src="https://agentmods.dev/badge/instructions/srnichols/plan-forge/performance.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 | $0.01041 | $0.01041 |
| Opus 5.5 | $0.00416 | $0.00416 |
| Sonnet 5.5 | $0.00208 | $0.00208 |
| Haiku 4.5 | $0.00104 | $0.00104 |
Grade A, and why
plan-forge performance.instructions.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 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 — 132 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Performance Patterns (.NET)
Hot Path vs Cold Path
Hot path: Code executed on every request (middleware, auth, routing, serialization). Cold path: Code run infrequently (startup, config reload, migration).
Rules:
- Optimize hot paths aggressively; cold paths can favor readability
- Profile before optimizing — don't guess
Frozen Collections (Hot Config)
// ✅ Use FrozenDictionary for read-heavy lookups (routing, config, tenant mapping)
private static readonly FrozenDictionary<string, TenantConfig> _tenantCache =
tenants.ToFrozenDictionary(t => t.Id, t => t.Config);
// ✅ Use FrozenSet for membership checks
private static readonly FrozenSet<string> _validRoles =
new[] { "Admin", "Editor", "Viewer" }.ToFrozenSet();
Source-Generated Logging
// ❌ NEVER on hot paths (allocates params array)
_logger.LogInformation("Processing request for tenant {TenantId}", tenantId);
// ✅ ALWAYS use source-generated (zero-alloc)
[LoggerMessage(Level = LogLevel.Information, Message = "Processing request for tenant {TenantId}")]
partial void LogProcessingRequest(string tenantId);
Source-Generated Regex
// ❌ NEVER compile at runtime
var regex = new Regex(@"^[a-zA-Z0-9._%+-]+@[a-zA-Z0-9.-]+\.[a-zA-Z]{2,}$");
// ✅ ALWAYS use source-generated
[GeneratedRegex(@"^[a-zA-Z0-9._%+-]+@[a-zA-Z0-9.-]+\.[a-zA-Z]{2,}$")]
private static partial Regex EmailRegex();
Async Best Practices
- NEVER use
.Result,.Wait(),.GetAwaiter().GetResult()— causes thread pool starvation - ALWAYS pass
CancellationTokenthrough the full call chain - AVOID
Task.Runto wrap synchronous code — keep sync methods sync - Use
ValueTask<T>for methods that often complete synchronously
String Optimization
// ❌ Excessive string allocations
string result = input.ToLower().Replace("-", "").Trim();
// ✅ Use Span<char> for hot paths
ReadOnlySpan<char> span = input.AsSpan().Trim();
Database Performance
- Use
CreateReadOnlyConnectionAsync()for SELECT queries (routes to read replicas) - Batch queries with
WHERE id = ANY(@Ids)instead of looping - Select only needed columns — never
SELECT * - Add indexes for frequently filtered/sorted columns
- Use DataLoaders in GraphQL to prevent N+1
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 · 132 lines · 1,041 tokens per session scan A aa99916ae26e
plan-forge performance.instructions.md is an instructions file published in the GitHub repository srnichols/plan-forge (6 stars, last pushed 8d ago), licensed MIT. It adds 1,041 tokens to every session, about $0.0042 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.
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