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/0spoon/seamless/agents-mdgit clone --depth 1 https://github.com/0spoon/seamlessWhat 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 | $0.06371 | $0.06371 |
| Opus 5 | $0.03186 | $0.03186 |
| Sonnet 5 | $0.01274 | $0.01274 |
| Haiku 4.5 | $0.00637 | $0.00637 |
Grade A, and why
seamless 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 2d 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 — 398 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
Coding conventions for AI agents working in the Seamless repository. For the
project overview, structure, and commands, see CLAUDE.md.
Go style rules
General
- Go 1.25+. No CGO. Pure-Go SQLite driver (
modernc.org/sqlite). - Never use emojis in code or comments. Never include attribution/credit lines in commits, PRs, or code.
- Format with
gofmt. No exceptions. Prefer modern stdlib (slices,maps,strings.SplitSeq, iterators) in new code.
Package structure
Each domain package under internal/ follows a consistent layout:
service.go-- business logic (the public API of the package)store.go-- SQLite data accesshandler.go-- HTTP handlers (only for packages with an HTTP surface){feature}.go-- pure functions (parsers, ranking, frontmatter, etc.)*_test.go-- tests alongside source
Strict layering, no circular imports. cmd/ wires everything; no package imports
cmd/ and no domain package imports another's HTTP layer:
cmd/seamlessd, cmd/seam, cmd/seambench, cmd/demoseed, cmd/docsgen
-> internal/{mcp,hooks,console} (API surfaces)
-> internal/{retrieve,lifecycle,gardener,files,capture,bench,demokit} (domains)
-> internal/{store,events,llm,core,config,validate} (foundations)
(The dependency-aware ready-queue and lease-based claiming live in
internal/store/tasks*.go; there is no internal/tasks package.)
Naming
- Interfaces: role nouns (
Store,Recorder,Embedder), notIStore. - Constructors:
New{Type}(deps) *Type(or(*Type, error)when it can fail). - Domain errors: package-level
var Err{Condition} = errors.New(...)sentinels, checked witherrors.Is. - Tests:
Test{Unit}_{Scenario}or table-driven witht.Run. - IDs: ULID everywhere (
github.com/oklog/ulid/v2) viacore.NewID(). Never UUID.
Error handling
- Wrap with context and
%w:fmt.Errorf("pkg.Service.Method: %w", err). - Sentinel errors via
errors.New; reservefmt.Errorffor wrapping (with%w). - Either log or return an error, never both. Fatal to the operation -> return it;
non-fatal (graceful degradation) ->
slog.Warn/Debugand continue.
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.
- 2d ago First seen · 398 lines · 6,371 tokens per session scan A bff1ba8e25cb
seamless AGENTS.md is an instructions file published in the GitHub repository 0spoon/seamless (4 stars, last pushed 15d ago), licensed MIT. It adds 6,371 tokens to every session, about $0.0319 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
parallel-code CLAUDE.md
Instructions for johannesjo/parallel-code, covering parallel code, stack, commands, project structure and conventions.
cezar AGENTS.md
Instructions for open-mercato/cezar, covering agents.md — working in this repository, zero config, changing a mechanism that already works, the http api and repository layout.
guild AGENTS.md
Instructions for mathomhaus/guild, covering guild — agent bootstrap, first action — bootstrap guild mcp, repo facts, tool discipline and when onboarding.
rembric CLAUDE.md
Instructions for susomejias/rembric, covering claude.md, quick reference, claims need evidence, architecture and data access pattern.
remem-mcp AGENTS.md
Instructions for tinhien11/remem-mcp, covering agent rules, always use remem-mcp, before answering or coding, before searching code and for code navigation.
cli AGENTS.md
Instructions for konteks/cli, covering agent instructions, project overview, tech stack, repository layout and common commands.