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 skills/syz-coder/codebase-knowledge-wiki/cross-tech-stack-spec-skillnpx skills add SYZ-Coder/codebase-knowledge-wiki --skill cross-tech-stack-spec-skillgit clone --depth 1 https://github.com/SYZ-Coder/codebase-knowledge-wikiWhat 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 | $0.00112 | $0.01757 |
| Opus 5 | $0.00056 | $0.00879 |
| Sonnet 5 | $0.00022 | $0.00351 |
| Haiku 4.5 | $0.00011 | $0.00176 |
Grade A, and why
cross-tech-stack-spec-skill 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 — 154 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Cross Tech Stack Spec Skill
Overview
Use this skill as an explicit extension layer for projects that are not well served by backend-service language alone. It is designed for mobile projects, H5/web frontend projects, Python projects, and mixed-stack repositories that need cross-layer mapping.
Activation Boundary
Use this skill only when one of these is true:
- the user explicitly says to enable cross-tech-stack expansion
- the target repository is primarily mobile, H5/web frontend, Python, or mixed-stack
- the user wants cross-layer mapping across page/app/client/backend/task/callback/bridge boundaries
Do not use this skill by default for ordinary backend microservice analysis. In those cases, continue using the backend-service-spec-skill.
Core Purpose
This skill adds eight kinds of adaptation:
- rename backend-oriented analysis concepts into stack-neutral concepts
- adapt project mapping for mobile / H5 / Python repository shapes
- adapt router-map thinking for cross-layer routes instead of only service-to-service routes
- preserve strict evidence boundaries when crossing frontend, client, backend, task, bridge, and callback layers
- reduce low-signal scan noise in large mixed workspaces
- make caller-to-handler interface mapping easier in mixed-stack repositories
- upgrade domain pages from backend-only service structure to mixed-stack context structure when needed
- support incremental updates for long-term knowledge maintenance
Default Working Rules
When this skill is active:
- keep the original four function ideas:
create_codemap,build_domain_map,crate_router_map,service_deep_dive - reinterpret them in a stack-neutral way
- prefer project/module/page/task/component/bridge wording over backend-only service wording when the codebase requires it
- treat cross-layer diagrams as first-class outputs, using Markdown + Mermaid instead of image-only artifacts
- keep fact/clue discipline exactly as strict as in the existing backend-service-spec-skill workflow
What ships with it
45 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- agents/openai.yaml 323 B
- README.md 7.1 KB
- README.zh-CN.md 8.0 KB
- references/activation-and-boundaries.md 865 B
- references/async-contract-map-template.md 2.3 KB
- references/base-vs-extension-boundaries.md 2.7 KB
- references/command-output-map.md 3.1 KB
- references/command-output-map.zh-CN.md 3.7 KB
- references/command-output-scenario-quickref.md 4.2 KB
- references/command-output-scenario-quickref.zh-CN.md 4.1 KB
- references/communication-evidence-levels.md 3.3 KB
- references/communication-matrix-guidelines.md 4.2 KB
- references/context-propagation-map-template.md 2.4 KB
- references/contract-map-template.md 1.9 KB
- references/diagram-output-example-template.md 5.6 KB
- references/diagram-output-example-template.zh-CN.md 5.4 KB
- references/diagram-output-guidelines.md 3.0 KB
- references/diagram-output-guidelines.zh-CN.md 2.8 KB
- references/error-semantics-map-template.md 2.4 KB
- references/extension-usage-guide.md 13 KB
- references/extension-usage-guide.zh-CN.md 12 KB
- references/external-dependency-dossier-template.md 2.5 KB
- references/field-lineage-template.md 2.2 KB
- references/gateway-map-template.md 1.9 KB
- references/h5-project-guidelines.md 1020 B
- references/incremental-update-mode.md 2.9 KB
- references/interface-mapping-template.md 2.8 KB
- references/interface-verification-assets-template.md 2.6 KB
- references/mermaid-safety-checklist.zh-CN.md 5.0 KB
- references/mixed-stack-domain-mapping-guidelines.md 2.8 KB
- references/mixed-stack-noise-exclusion-guide.md 3.4 KB
- references/mixed-stack-routing-guidelines.md 1.6 KB
- references/mobile-project-guidelines.md 1.0 KB
- references/optional-switch-controlled-extensions.md 7.3 KB
- references/optional-switch-controlled-extensions.zh-CN.md 7.0 KB
- references/priority-switch-templates.md 6.1 KB
- references/priority-switch-templates.zh-CN.md 5.9 KB
- references/python-project-guidelines.md 1.5 KB
- references/README.md 4.6 KB
- references/README.zh-CN.md 4.5 KB
- references/upgrade-roadmap.md 7.4 KB
- references/upgrade-roadmap.zh-CN.md 6.5 KB
- references/usage-and-differences.md 4.3 KB
- references/usage-and-differences.zh-CN.md 7.8 KB
- references/workspace-layering-template.md 3.1 KB
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 · 154 lines · 112 tokens per session scan A 266b8fcc6aed
cross-tech-stack-spec-skill is a skill published in the GitHub repository SYZ-Coder/codebase-knowledge-wiki (9 stars, last pushed 2mo ago), licensed MIT. It adds 112 tokens to every session and 1,757 once invoked, about $0.0006 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.
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