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 aahlijia/dekko --skill dekko-orientgit clone --depth 1 https://github.com/aahlijia/dekkoWrote 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/aahlijia/dekko/dekko-orient)<a href="https://agentmods.dev/skills/aahlijia/dekko/dekko-orient"><img src="https://agentmods.dev/badge/skills/aahlijia/dekko/dekko-orient/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/aahlijia/dekko/dekko-orient"><img src="https://agentmods.dev/badge/skills/aahlijia/dekko/dekko-orient.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 | $0.00141 | $0.01382 |
| Opus 5.5 | $0.00056 | $0.00553 |
| Sonnet 5.5 | $0.00028 | $0.00276 |
| Haiku 4.5 | $0.00014 | $0.00138 |
Grade A, and why
dekko-orient scanned grade A with 1 finding 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
| In-repo call sites of a third-party name (`requests.get`) | `find_usages` | `dekko query uses <name>` | How it starts
The opening of the file, as written. The whole thing — 90 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Orienting with dekko (read less of the repo)
A repo with a .dekko/ directory is already parsed and indexed. Call
dekko before grepping for a symbol or reading a whole file.
The MCP tools are mcp__dekko__* or mcp__plugin_dekko_dekko__*
(this skill writes the bare name). If neither is in your toolset, they
may be deferred: search for "dekko" before falling back to Read/Grep.
With no MCP tools at all, use the CLI column below. No .dekko/ yet?
Run dekko map . (or /map) once.
The default ladder
Each rung is roughly an order of magnitude cheaper than the next:
- Orient:
summary, unless the session-start preamble is already in context. - Locate:
search_codewhen you know what the code does,query_symbolwhen you know its name. Never grep for a definition. - Shape:
outlineon the file or directory the hit lives in. - Relate:
get_callers/get_callees/find_usages/impacted_tests, orworksetfor the whole bundle in one call. - Read: only the lines you are about to edit, via
get_context_packwithwith_sourceor a line-ranged Read. A whole-file Read is the last resort.
Your own edits never make dekko wrong: every tool regenerates a stale
map incrementally before answering. Don't run dekko map by hand, and
don't fall back to grep because "the map might be stale now."
Need → tool
| Need | MCP tool | CLI |
|---|---|---|
| Find code by what it does (not its name) | search_code |
dekko search "<text>" |
| A symbol's signature, doc, line, fan-in/out | query_symbol |
dekko query symbol <sym> |
| Who calls it / what it calls | get_callers / get_callees |
dekko query callers|callees <sym> |
| A symbol's whole neighborhood, optionally with source | get_context_pack |
dekko context <sym> |
| A file's or directory's shape, no bodies (~1/10 a Read) | outline |
dekko outline <path> |
| Everything for a change or symbol, one budget | workset |
dekko workset [REV] | --symbol NAME |
| Tests a change impacts, with a runnable test command | impacted_tests |
dekko affected [REV] or /impact [REV] |
In-repo call sites of a third-party name (requests.get) |
find_usages |
dekko query uses <name> |
| What takes or returns a type | find_type_usages |
dekko query type <type> |
| What a type extends, and what extends it | get_supertypes / get_subtypes |
dekko query supertypes|subtypes <type> |
| How far to trust fan-in counts here | check_ambiguous |
dekko ambiguous |
| Symbol notes (rationale) | list_notes / add_note |
dekko note list|add |
| Text dekko doesn't model: strings, comments, config, prose | grep/Read | grep/Read |
What ships with it
1 file 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.
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 Changed · +1 lines 02dde03e7ed7
- 1mo ago Changed · -129 lines 737792793697
- 1mo ago Changed · +3 lines 6266d5881a91
- 1mo ago Changed · +59 lines · +41 tokens per session 152a33902918
- 2mo ago First seen · 156 lines · 100 tokens per session scan A 33d021b9b87b
dekko-orient is a skill published in the GitHub repository aahlijia/dekko (6 stars, last pushed 25d ago), licensed MIT. It adds 141 tokens to every session and 1,382 once invoked, about $0.0006 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
dekko-orient compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| dekko-orientaahlijia/dekko | Skill | 6 | 25d ago | MIT | A | 141 | Claude Code |
| roamCranot/roam-code | Skill | 515 | 10d ago | Apache-2.0 | A | 86 | Claude Code |
| release-tagGhostlyGawd/codeweb | Skill | 0 | 15d ago | MIT | A | 80 | Claude Code |
| codewebGhostlyGawd/codeweb | Skill | 0 | 15d ago | MIT | A | 41 | Claude Code |
| plan-schemaGantisStorm/essentials-claude-code | Skill | 89 | 8mo ago | Unlicense | A | 29 | Claude Code |
| beads-schemaGantisStorm/essentials-claude-code | Skill | 89 | 8mo ago | Unlicense | A | 24 | Claude Code |
| prd-schemaGantisStorm/essentials-claude-code | Skill | 89 | 8mo ago | Unlicense | A | 18 | Claude Code |