capabilities
Skill1 starsChanged 31 days agoMITView on GitHub
Guidance for the upstream capability registry and lexical curator, organized as SENSE, DECIDE, ACT, REMEMBER, GOVERN and DEPLOY. Use to inspect the toolkit map or plan capability selection. A catalog entry describes a workflow; it does not prove that its runtime is installed or available.
4 other projects use a version of this, 1 of them edited.
Adopted by
Most recently taken up by
- jskswamy/skillstheir own version, first seen Nov 8, 2026
- Celorus/celorus-plugintheir own version, first seen Nov 6, 2026
- zedarvates/botte-secreteedited, first seen Aug 8, 2026
- telefrek/vallorcinetheir own version, first seen May 10, 2026
Other versions4 projects use a version of this.
Word for word · 0
None found.
Edited · 1
- zedarvates/botte-secrete★ 256% same
Wrote their own version · 3
- jskswamy/skills★ 3same name
- Celorus/celorus-plugin★ 0same name
- telefrek/vallorcine★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository114 other files it gives its agents.
- agent-cacheSkill
- agent-compressionSkill
- agent-intelSkill
- agent-overlapSkill
- agent-stateSkill
- ambient-hudSkill
- app-testSkill
- audit-dagSkill
- auto-distillSkill
- auto-memorySkill
- auto-routerSkill
- benchSkill
- bootstrapSkill
- botte-learnSkill
- botte-nnSkill
- botte-proxySkill
- botte-wrapSkill
- cacheSkill
- call-chainsSkill
- cardinalSkill
- checkupSkill
- clarificationSkill
- clusterSkill
- code-complexitySkill
- code-duplicationSkill
- code-fingerprintSkill
- code-rulesSkill
- code-stateSkill
- code-wrappersSkill
- comfyuiSkill
- completion-proofSkill
- conductorSkill
- context-budgetSkill
- context-compressorSkill
- context-profilerSkill
- context-slicerSkill
- context-windowsSkill
- control-loopSkill
- cost-estimatorSkill
- dag-optimizerSkill
- dashboardSkill
- decision-ladderSkill
- demoSkill
- diff-languageSkill
- directives-auditSkill
- docgenSkill
- docs-stewardSkill
- dynamic-workflowsSkill
- efficiencySkill
- eventsSkill
- fallow-likeSkill
- fallowSkill
- fast-contextSkill
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- harvestSkill
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- The first 60 shown.
The file
Files
capabilities — the system's map of itself (registry + curator)
Package scope and prerequisites
This catalog ships instructions, not the executable runtime. Python modules, scripts, local services and optional tools named below must be installed separately from the upstream project. Check their availability before running commands; if they are missing, explain the prerequisite instead of claiming execution or results. The host agent may use model tokens while following these instructions.
Commands, APIs and runtime behavior described below are conditional examples for a compatible upstream installation; they are not evidence of execution in this package.
The upstream registry organizes available module descriptions into a layered tree for planning. Inventory entries must be checked against actual installed capabilities.
python -m skills.capabilities.cli map # ASCII layered system tree
python -m skills.capabilities.cli list --json # the registry
python -m skills.capabilities.cli curate "test my desktop app"Layers (the arborescence)
| Layer | Role |
| SENSE | understand project / cluster / task |
| DECIDE | route the work, cheapest capable |
| ACT | do the work, local-first |
| REMEMBER | capitalise (compounding) |
| GOVERN | consistency & cost control |
| DEPLOY | wire into projects & measure |
Each skill's layer comes from a layer: field in its SKILL.md frontmatter, else
a built-in map, else ACT. The generated docs/system-map.txt snapshot belongs to the upstream runtime and is not bundled here.
The curator
curate(goal) ranks the capabilities most relevant to a goal (local lexical
match) — the librarian that hands the Conductor (and you) the right
branches of the tree to use. Built on [[skill-finder]].
This registry is the foundation for the Conductor (goal → decision tree → ordered plan of capabilities, executed local-first) and the control loop (measure → adapt). Related: [[skill-finder]], [[auto-router]], [[bootstrap]].
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

